Thomas S. Huang

Orcid: 0000-0002-6010-5248

Affiliations:
  • University of Illinois at Urbana-Champaign, Beckman Institute, Urbana, IL, USA


According to our database1, Thomas S. Huang authored at least 1,062 papers between 1965 and 2023.

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Bibliography

2023
Pyramid Attention Network for Image Restoration.
Int. J. Comput. Vis., December, 2023

The spatial dynamics of Ukraine air quality impacted by the war and pandemic.
Int. J. Digit. Earth, December, 2023

CCNet: Criss-Cross Attention for Semantic Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell., June, 2023

2022
AlignSeg: Feature-Aligned Segmentation Networks.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Life-Death Interfaces: Tangible Ways of Legacy-Making, Grief, and Remembrance.
Proceedings of the MuC '22: Mensch und Computer 2022, Darmstadt Germany, September 4, 2022

An Advanced Open-Source Platform for Air Quality Analysis, Visualization, and Prediction.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

An Earth System Digital Twin for Air Quality Analysis.
Proceedings of the Dynamic Data Driven Applications Systems - 4th International Conference, 2022

2021
CDTD: A Large-Scale Cross-Domain Benchmark for Instance-Level Image-to-Image Translation and Domain Adaptive Object Detection.
Int. J. Comput. Vis., 2021

Pseudo-IoU: Improving Label Assignment in Anchor-Free Object Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Any-Precision Deep Neural Networks.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Text Embedding Bank for Detailed Image Paragraph Captioning.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

CompFeat: Comprehensive Feature Aggregation for Video Instance Segmentation.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Connecting Image Denoising and High-Level Vision Tasks via Deep Learning.
IEEE Trans. Image Process., 2020

FormNet: Formatted Learning for Image Restoration.
IEEE Trans. Image Process., 2020

SG-One: Similarity Guidance Network for One-Shot Semantic Segmentation.
IEEE Trans. Cybern., 2020

Semi-online Multi-people Tracking by Re-identification.
Int. J. Comput. Vis., 2020

Improving search ranking of geospatial data based on deep learning using user behavior data.
Comput. Geosci., 2020

NTIRE 2020 Challenge on Real Image Denoising: Dataset, Methods and Results.
CoRR, 2020

Pyramid Attention Networks for Image Restoration.
CoRR, 2020

Laplacian Denoising Autoencoder.
CoRR, 2020

Deep Affinity Net: Instance Segmentation via Affinity.
CoRR, 2020

One-to-one Mapping for Unpaired Image-to-image Translation.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Neural Sparse Representation for Image Restoration.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

SkyNet: a Hardware-Efficient Method for Object Detection and Tracking on Embedded Systems.
Proceedings of Machine Learning and Systems 2020, 2020

Motion Pyramid Networks for Accurate and Efficient Cardiac Motion Estimation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Learning A Self-Inverse Network for Bidirectional Mri Image Synthesis.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

FSNet: Compression of Deep Convolutional Neural Networks by Filter Summary.
Proceedings of the 8th International Conference on Learning Representations, 2020

BigNAS: Scaling up Neural Architecture Search with Big Single-Stage Models.
Proceedings of the Computer Vision - ECCV 2020, 2020


FOAL: Fast Online Adaptive Learning for Cardiac Motion Estimation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Alleviating Semantic-level Shift: A Semi-supervised Domain Adaptation Method for Semantic Segmentation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020


Image Super-Resolution With Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern Analysis.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020


HigherHRNet: Scale-Aware Representation Learning for Bottom-Up Human Pose Estimation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020


Context-Aware Automatic Text Simplification of Health Materials in Low-Resource Domains.
Proceedings of the 11th International Workshop on Health Text Mining and Information Analysis, 2020

When AWGN-Based Denoiser Meets Real Noises.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

FLNet: Landmark Driven Fetching and Learning Network for Faithful Talking Facial Animation Synthesis.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Scale-Wise Convolution for Image Restoration.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Enhance Visual Recognition Under Adverse Conditions via Deep Networks.
IEEE Trans. Image Process., 2019

Panoptic-DeepLab.
CoRR, 2019

Towards Learning a Self-inverse Network for Bidirectional Image-to-image Translation.
CoRR, 2019

Bottom-up Higher-Resolution Networks for Multi-Person Pose Estimation.
CoRR, 2019

SkyNet: A Champion Model for DAC-SDC on Low Power Object Detection.
CoRR, 2019

Network Slimming by Slimmable Networks: Towards One-Shot Architecture Search for Channel Numbers.
CoRR, 2019

Improving 3D Human Pose Estimation Via 3D Part Affinity Fields.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

A Novel Framework for 3D-2D Vertebra Matching.
Proceedings of the 2nd IEEE Conference on Multimedia Information Processing and Retrieval, 2019

Self-Reproducing Video Frame Interpolation.
Proceedings of the 2nd IEEE Conference on Multimedia Information Processing and Retrieval, 2019

Unsupervised Representation Adversarial Learning Network: from Reconstruction to Generation.
Proceedings of the International Joint Conference on Neural Networks, 2019

Slimmable Neural Networks.
Proceedings of the 7th International Conference on Learning Representations, 2019

Free-Form Image Inpainting With Gated Convolution.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Universally Slimmable Networks and Improved Training Techniques.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Self-Similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-Identification.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

SPGNet: Semantic Prediction Guidance for Scene Parsing.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Towards Instance-Level Image-To-Image Translation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019



Geometry-Aware Distillation for Indoor Semantic Segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

An Empirical Investigation of Efficient Spatio-Temporal Modeling in Video Restoration.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019


Wide Activation for Efficient Image and Video Super-Resolution.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

Improving Object Detection from Scratch via Gated Feature Reuse.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

High Frequency Residual Learning for Multi-Scale Image Classification.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

Adaptation Strategies for Applying AWGN-Based Denoiser to Realistic Noise.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Weakly Supervised Scene Parsing with Point-Based Distance Metric Learning.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Horizontal Pyramid Matching for Person Re-Identification.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

STA: Spatial-Temporal Attention for Large-Scale Video-Based Person Re-Identification.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Learning Temporal Dynamics for Video Super-Resolution: A Deep Learning Approach.
IEEE Trans. Image Process., 2018

Interacting Tracklets for Multi-Object Tracking.
IEEE Trans. Image Process., 2018

A Smart Web-Based Geospatial Data Discovery System with Oceanographic Data as an Example.
ISPRS Int. J. Geo Inf., 2018

Subspace Learning by ℓ<sup>0</sup>-Induced Sparsity.
Int. J. Comput. Vis., 2018

Towards intelligent geospatial data discovery: a machine learning framework for search ranking.
Int. J. Digit. Earth, 2018

Self-similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-identification.
CoRR, 2018

A Simple Non-i.i.d. Sampling Approach for Efficient Training and Better Generalization.
CoRR, 2018

Decoupled Classification Refinement: Hard False Positive Suppression for Object Detection.
CoRR, 2018

Devil in the Details: Towards Accurate Single and Multiple Human Parsing.
CoRR, 2018

YouTube-VOS: A Large-Scale Video Object Segmentation Benchmark.
CoRR, 2018

Wide Activation for Efficient and Accurate Image Super-Resolution.
CoRR, 2018

TS2C: Tight Box Mining with Surrounding Segmentation Context for Weakly Supervised Object Detection.
CoRR, 2018

Non-Local Recurrent Network for Image Restoration.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

When Image Denoising Meets High-Level Vision Tasks: A Deep Learning Approach.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

3D-FilterMap: A Compact Architecture for Deep Convolutional Neural Networks.
Proceedings of the 6th International Conference on Learning Representations, 2018

Survey of Face Detection on Low-Quality Images.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

Self-produced Guidance for Weakly-Supervised Object Localization.
Proceedings of the Computer Vision - ECCV 2018, 2018

YouTube-VOS: Sequence-to-Sequence Video Object Segmentation.
Proceedings of the Computer Vision - ECCV 2018, 2018

TS ^2 2 C: Tight Box Mining with Surrounding Segmentation Context for Weakly Supervised Object Detection.
Proceedings of the Computer Vision - ECCV 2018, 2018

Revisiting RCNN: On Awakening the Classification Power of Faster RCNN.
Proceedings of the Computer Vision - ECCV 2018, 2018

Adversarial Complementary Learning for Weakly Supervised Object Localization.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Generative Image Inpainting With Contextual Attention.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Revisiting Dilated Convolution: A Simple Approach for Weakly- and Semi-Supervised Semantic Segmentation.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Geometry-Aware Traffic Flow Analysis by Detection and Tracking.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Wide-activated Deep Residual Networks based Restoration for BPG-compressed Images.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Image Super-Resolution via Dual-State Recurrent Networks.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Using Conversational Agents to Explain Medication Instructions to Older Adults.
Proceedings of the AMIA 2018, 2018

Visual Recognition in Very Low-Quality Settings: Delving Into the Power of Pre-Training.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Greedy Batch-Based Minimum-Cost Flows for Tracking Multiple Objects.
IEEE Trans. Image Process., 2017

LEGO-MM: LEarning Structured Model by Probabilistic loGic Ontology Tree for MultiMedia.
IEEE Trans. Image Process., 2017

Unsupervised Sequential Outlier Detection With Deep Architectures.
IEEE Trans. Image Process., 2017

Joint Intermodal and Intramodal Label Transfers for Extremely Rare or Unseen Classes.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

A multidisciplinary approach to designing and evaluating Electronic Medical Record portal messages that support patient self-care.
J. Biomed. Informatics, 2017

A comprehensive methodology for discovering semantic relationships among geospatial vocabularies using oceanographic data discovery as an example.
Int. J. Geogr. Inf. Sci., 2017

Biomedical informatics with optimization and machine learning.
EURASIP J. Bioinform. Syst. Biol., 2017

Learning Object Detectors from Scratch with Gated Recurrent Feature Pyramids.
CoRR, 2017

Discriminative Similarity for Clustering and Semi-Supervised Learning.
CoRR, 2017

On the Suboptimality of Proximal Gradient Descent for $\ell^{0}$ Sparse Approximation.
CoRR, 2017

When Image Denoising Meets High-Level Vision Tasks: A Deep Learning Approach.
CoRR, 2017

Streaming Recommender Systems.
Proceedings of the 26th International Conference on World Wide Web, 2017

Effective object detection from traffic camera videos.
Proceedings of the 2017 IEEE SmartWorld, 2017

Neighborhood Regularized l^1-Graph.
Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence, 2017

Dilated Recurrent Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Image aesthetics assessment using Deep Chatterjee's machine.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Doubly Sparsifying Network.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Support Regularized Sparse Coding and Its Fast Encoder.
Proceedings of the 5th International Conference on Learning Representations, 2017

Fast Generation for Convolutional Autoregressive Models.
Proceedings of the 5th International Conference on Learning Representations, 2017

Computed tomography super-resolution using convolutional neural networks.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Robust Video Super-Resolution with Learned Temporal Dynamics.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Deep Image Matting.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017


Balanced Two-Stage Residual Networks for Image Super-Resolution.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Deep GrabCut for Object Selection.
Proceedings of the British Machine Vision Conference 2017, 2017



Robust emotion recognition from low quality and low bit rate video: A deep learning approach.
Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction, 2017

2016
Robust Single Image Super-Resolution via Deep Networks With Sparse Prior.
IEEE Trans. Image Process., 2016

Large-scale supervised similarity learning in networks.
Knowl. Inf. Syst., 2016

Reconstructing Sessions from Data Discovery and Access Logs to Build a Semantic Knowledge Base for Improving Data Discovery.
ISPRS Int. J. Geo Inf., 2016

Deep Double Sparsity Encoder: Learning to Sparsify Not Only Features But Also Parameters.
CoRR, 2016

$\mathbf{D^3}$: Deep Dual-Domain Based Fast Restoration of JPEG-Compressed Images.
CoRR, 2016

Brain-Inspired Deep Networks for Image Aesthetics Assessment.
CoRR, 2016

Fast Wavenet Generation Algorithm.
CoRR, 2016

Feedback Neural Network for Weakly Supervised Geo-Semantic Segmentation.
CoRR, 2016

Analyzing User Preference for Social Image Recommendation.
CoRR, 2016

Seq-NMS for Video Object Detection.
CoRR, 2016

Learning A Task-Specific Deep Architecture For Clustering.
Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

UnitBox: An Advanced Object Detection Network.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Multi-Modal Audio, Video and Physiological Sensor Learning for Continuous Emotion Prediction.
Proceedings of the 6th International Workshop on Audio/Visual Emotion Challenge, 2016

Positive-Unlabeled Learning in Streaming Networks.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Consensus Oriented Recommendation.
Proceedings of the 9th International Symposium on Computational Intelligence and Design, 2016

Learning A Deep ℓ<sub>∞</sub> Encoder for Hashing.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

How deep neural networks can improve emotion recognition on video data.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Robust Convex Clustering Analysis.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

ℓ ^0 ℓ 0 -Sparse Subspace Clustering.
Proceedings of the Computer Vision - ECCV 2016, 2016

Deep Interactive Object Selection.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

D3: Deep Dual-Domain Based Fast Restoration of JPEG-Compressed Images.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Studying Very Low Resolution Recognition Using Deep Networks.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Learning a Mixture of Deep Networks for Single Image Super-Resolution.
Proceedings of the Computer Vision - ACCV 2016, 2016

Epitomic Image Super-Resolution.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Learning Deep ℓ<sub>0</sub> Encoders.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Face Processing and Applications to Distance Learning
WorldScientific, ISBN: 9789814733045, 2016

2015
Breaking the Barrier to Transferring Link Information across Networks.
IEEE Trans. Knowl. Data Eng., 2015

Learning Super-Resolution Jointly From External and Internal Examples.
IEEE Trans. Image Process., 2015

Semisupervised Hyperspectral Classification Using Task-Driven Dictionary Learning With Laplacian Regularization.
IEEE Trans. Geosci. Remote. Sens., 2015

Key Point Detection by Max Pooling for Tracking.
IEEE Trans. Cybern., 2015

Subcategory-Aware Object Detection.
IEEE Signal Process. Lett., 2015

Localizing web videos using social images.
Inf. Sci., 2015

Special issue on concept detection with big data.
Int. J. Multim. Inf. Retr., 2015

Ontological Random Forests for Image Classification.
Int. J. Inf. Retr. Res., 2015

Learning ℓ<sup>0</sup>-Graph for Data Clustering.
CoRR, 2015

Real-World Font Recognition Using Deep Network and Domain Adaptation.
Proceedings of the 3rd International Conference on Learning Representations, 2015

Deeply Improved Sparse Coding for Image Super-Resolution.
CoRR, 2015

Decentralized Recommender Systems.
CoRR, 2015

Learning A Task-Specific Deep Architecture For Clustering.
CoRR, 2015

An Analysis of Unsupervised Pre-training in Light of Recent Advances.
Proceedings of the 3rd International Conference on Learning Representations, 2015

Scalable Similarity Learning Using Large Margin Neighborhood Embedding.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Designing a composite dictionary adaptively from joint examples.
Proceedings of the 2015 Visual Communications and Image Processing, 2015

Towards Classification of Social Streams.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Learning Multi-channel Deep Feature Representations for Face Recognition.
Proceedings of the 1st Workshop on Feature Extraction: Modern Questions and Challenges, 2015

DeepFont: Identify Your Font from An Image.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

DeepFont: A System for Font Recognition and Similarity.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Heterogeneous Network Embedding via Deep Architectures.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

A Joint Optimization Framework of Sparse Coding and Discriminative Clustering.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

A Space Alignment Method for Cold-Start TV Show Recommendations.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Do Deep Neural Networks Learn Facial Action Units When Doing Expression Recognition?
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

BodyPrint: Pose Invariant 3D Shape Matching of Human Bodies.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Deep Networks for Image Super-Resolution with Sparse Prior.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Look and Think Twice: Capturing Top-Down Visual Attention with Feedback Convolutional Neural Networks.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Self-tuned deep super resolution.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

Understanding image structure via hierarchical shape parsing.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Sparse Coding and its Applications in Computer Vision
WorldScientific, ISBN: 9789814725064, 2015

2014
Multi-Label Image Categorization With Sparse Factor Representation.
IEEE Trans. Image Process., 2014

Spatial-Spectral Classification of Hyperspectral Images Using Discriminative Dictionary Designed by Learning Vector Quantization.
IEEE Trans. Geosci. Remote. Sens., 2014

Supervised super-vector encoding for facial expression recognition.
Pattern Recognit. Lett., 2014

Automatic detection of auditory salience with optimized linear filters derived from human annotation.
Pattern Recognit. Lett., 2014

Visual Media: History and Perspectives.
IEEE Multim., 2014

GPU Asynchronous Stochastic Gradient Descent to Speed Up Neural Network Training.
Proceedings of the 2nd International Conference on Learning Representations, 2014

Ranking in heterogeneous social media.
Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014

A joint perspective towards image super-resolution: Unifying external- and self-examples.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

On a Theory of Nonparametric Pairwise Similarity for Clustering: Connecting Clustering to Classification.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

An ontological bagging approach for image classification of crowdsourced data.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2014

Learning relative features through adaptive pooling for image classification.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

A system for monitoring the engagement of remote online students using eye gaze estimation.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2014

Foreground object detection in highly dynamic scenes using saliency.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Factorized Similarity Learning in Networks.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Learning Local Semantic Distances with Limited Supervision.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Discriminative Exemplar clustering.
Proceedings of the IEEE International Conference on Acoustics, 2014

Epitomic image colorization.
Proceedings of the IEEE International Conference on Acoustics, 2014

Active Planning, Sensing, and Recognition Using a Resource-Constrained Discriminant POMDP.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

Regularized l1-Graph for Data Clustering.
Proceedings of the British Machine Vision Conference, 2014

Cross-media Cross-genre Information Ranking based on Multi-media Information Networks.
Proceedings of the Third Workshop on Vision and Language, 2014

Data Clustering by Laplacian Regularized L1-Graph.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

Multimedia Classification.
Proceedings of the Data Classification: Algorithms and Applications, 2014

2013
Image and Video Restorations via Nonlocal Kernel Regression.
IEEE Trans. Cybern., 2013

Saliency-maximized audio visualization and efficient audio-visual browsing for faster-than-real-time human acoustic event detection.
ACM Trans. Appl. Percept., 2013

Pose-robust face recognition via sparse representation.
Pattern Recognit., 2013

Simultaneous discriminative projection and dictionary learning for sparse representation based classification.
Pattern Recognit., 2013

Multi-metric learning for multi-sensor fusion based classification.
Inf. Fusion, 2013

Automated identification of animal species in camera trap images.
EURASIP J. Image Video Process., 2013

Mining collective intelligence in diverse groups.
Proceedings of the 22nd International World Wide Web Conference, 2013

Online community detection in social sensing.
Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

Pairwise Clustering by Minimizing the Error of Unsupervised Nearest Neighbor Classification.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

Opportunistic sensing for object recognition - A unified formulation for dynamic sensor selection and feature extraction.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013

Efficient image contour detection using edge prior.
Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013

Multimedia LEGO: Learning Structured Model by Probabilistic Logic Ontology Tree.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Link prediction across networks by biased cross-network sampling.
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

A Max-Margin Perspective on Sparse Representation-Based Classification.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Discriminative and compact dictionary design for Hyperspectral Image classification using learning VQ framework.
Proceedings of the IEEE International Conference on Acoustics, 2013

Maximum margin GMM learning for facial expression recognition.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

Learning Locally-Adaptive Decision Functions for Person Verification.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Localizing Web Videos from Heterogeneous Images.
Proceedings of the Late-Breaking Developments in the Field of Artificial Intelligence, 2013

Clustering Multimedia Data.
Proceedings of the Data Clustering: Algorithms and Applications, 2013

2012
Joint-Structured-Sparsity-Based Classification for Multiple-Measurement Transient Acoustic Signals.
IEEE Trans. Syst. Man Cybern. Part B, 2012

Recognizing Emotions From an Ensemble of Features.
IEEE Trans. Syst. Man Cybern. Part B, 2012

Special Issue on Subspace and Manifold Learning for Image and Video Indexing and Search.
IEEE Trans. Syst. Man Cybern. Part B, 2012

Photo Stream Alignment and Summarization for Collaborative Photo Collection and Sharing.
IEEE Trans. Multim., 2012

Generative Bayesian Image Super Resolution With Natural Image Prior.
IEEE Trans. Image Process., 2012

Coupled Dictionary Training for Image Super-Resolution.
IEEE Trans. Image Process., 2012

Multi-View Automatic Target Recognition using Joint Sparse Representation.
IEEE Trans. Aerosp. Electron. Syst., 2012

Joint dynamic sparse representation for multi-view face recognition.
Pattern Recognit., 2012

Web-Scale Multimedia Information Networks.
Proc. IEEE, 2012

Web-Scale Multimedia Processing and Applications [Scanning the Issue].
Proc. IEEE, 2012

Partially Supervised Speaker Clustering.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Exploring Context and Content Links in Social Media: A Latent Space Method.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Constrained Nonnegative Matrix Factorization for Image Representation.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Can the World-Wide Web Bridge the Semantic Gap?
Image Vis. Comput., 2012

RankCompete: Simultaneous ranking and clustering of information networks.
Neurocomputing, 2012

Epitome for Automatic Image Colorization
CoRR, 2012

Learning from Collective Intelligence in Groups
CoRR, 2012

Generalization Analysis for Classification
CoRR, 2012

On clustering heterogeneous social media objects with outlier links.
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, 2012

Transfer Learning of Distance Metrics by Cross-Domain Metric Sampling across Heterogeneous Spaces.
Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

Opportunistic sensing: Unattended acoustic sensor selection using crowdsourcing models.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012

Pooling Robust Shift-Invariant Sparse Representations of Acoustic Signals.
Proceedings of the INTERSPEECH 2012, 2012

Joint dynamic sparse learning and its application to multi-view face recognition.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Collaborative and compressive high-resolution imaging.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Gait-based gender classification in unconstrained environments.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Exploiting Structured Sparsity for Image Deblurring.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

Ontological Inference Framework with Joint Ontology Construction and Learning for Image Understanding.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

Community Detection with Edge Content in Social Media Networks.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Kernel multi-metric learning for multi-channel transient acoustic signal classification.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Improving faster-than-real-time human acoustic event detection by saliency-maximized audio visualization.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Multi-view Facial Expression Recognition Analysis with Generic Sparse Coding Feature.
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Interactive Facial Feature Localization.
Proceedings of the Computer Vision - ECCV 2012, 2012

Bilevel sparse coding for coupled feature spaces.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Substructure and boundary modeling for continuous action recognition.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Features and fusion for expression recognition - A comparative analysis.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

Beyond Mahalanobis distance: Learning second-order discriminant function for people verification.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

A data driven method for feature transformation.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Pairwise Exemplar Clustering.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011
Efficient Object Localization with Variation-Normalized Gaussianized Vectors.
Proceedings of the Intelligent Video Event Analysis and Understanding, 2011

Time Varying Dynamic Bayesian Network for Nonstationary Events Modeling and Online Inference.
IEEE Trans. Signal Process., 2011

Recognizing pair-activities by causality analysis.
ACM Trans. Intell. Syst. Technol., 2011

Text From Corners: A Novel Approach to Detect Text and Caption in Videos.
IEEE Trans. Image Process., 2011

Active Learning Based on Locally Linear Reconstruction.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Introduction to the Special Section on Real-World Face Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Graph Regularized Nonnegative Matrix Factorization for Data Representation.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Special issue on feature-oriented image and video computing for extracting contexts and semantics.
Comput. Vis. Image Underst., 2011

Geographical topic discovery and comparison.
Proceedings of the 20th International Conference on World Wide Web, 2011

Towards semantic knowledge propagation from text corpus to web images.
Proceedings of the 20th International Conference on World Wide Web, 2011

Diversified Trajectory Pattern Ranking in Geo-tagged Social Media.
Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

PhotoNet: A Similarity-Aware Picture Delivery Service for Situation Awareness.
Proceedings of the 32nd IEEE Real-Time Systems Symposium, 2011

Learning to Search Efficiently in High Dimensions.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

Compositional object pattern: a new model for album event recognition.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Efficient sparse representation based image super resolution via dual dictionary learning.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Sparse representation based blind image deblurring.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Learning the sparse representation for classification.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Album-based object-centric event recognition.
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Multi-scale Non-Local Kernel Regression for super resolution.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Multi-view face recognition via joint dynamic sparse representation.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Learning semantic embedding at a large scale.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

LPTA: A Probabilistic Model for Latent Periodic Topic Analysis.
Proceedings of the 11th IEEE International Conference on Data Mining, 2011

Close the loop: Joint blind image restoration and recognition with sparse representation prior.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Multi-observation visual recognition via joint dynamic sparse representation.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Transient acoustic signal classification using joint sparse representation.
Proceedings of the IEEE International Conference on Acoustics, 2011

Heterogeneous multi-metric learning for multi-sensor fusion.
Proceedings of the 14th International Conference on Information Fusion, 2011

Emotion recognition from an ensemble of features.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

Expression recognition from 3D dynamic faces using robust spatio-temporal shape features.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

Locality-sensitive support vector machine by exploring local correlation and global regularization.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Towards cross-category knowledge propagation for learning visual concepts.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Large-scale image classification: Fast feature extraction and SVM training.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Leveraging social network information to recognize people.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

Compressive Inverse Light Transport.
Proceedings of the British Machine Vision Conference, 2011

Multimedia Information Networks in Social Media.
Proceedings of the Social Network Data Analytics, 2011

Human-Computer Interaction.
Proceedings of the Visual Analysis of Humans - Looking at People., 2011

Face Recognition Applications.
Proceedings of the Handbook of Face Recognition, 2nd Edition., 2011

2010
Human-Centered Face Computing in Multimedia Interaction and Communication.
Proceedings of the Intelligent Multimedia Communication: Techniques and Applications, 2010

Special Issue on Multimodal Affective Interaction.
IEEE Trans. Multim., 2010

A General Framework to Detect Unsafe System States From Multisensor Data Stream.
IEEE Trans. Intell. Transp. Syst., 2010

Image Super-Resolution Via Sparse Representation.
IEEE Trans. Image Process., 2010

Misalignment-Robust Face Recognition.
IEEE Trans. Image Process., 2010

Learning With ℓ<sup>1</sup>-Graph for Image Analysis.
IEEE Trans. Image Process., 2010

Human Pose Regression Through Multiview Visual Fusion.
IEEE Trans. Circuits Syst. Video Technol., 2010

A Novel Vector Representation of Stochastic Signals Based on Adapted Ergodic HMMs.
IEEE Signal Process. Lett., 2010

Real-world acoustic event detection.
Pattern Recognit. Lett., 2010

Novel Gaussianized vector representation for improved natural scene categorization.
Pattern Recognit. Lett., 2010

Incremental spectral clustering by efficiently updating the eigen-system.
Pattern Recognit., 2010

Sparse Representation for Computer Vision and Pattern Recognition.
Proc. IEEE, 2010

Image Interpretation Using Large Corpus: Wikipedia.
Proc. IEEE, 2010

Age Synthesis and Estimation via Faces: A Survey.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Best of Automatic Face and Gesture Recognition 2008.
Image Vis. Comput., 2010

RankCompete: simultaneous ranking and clustering of web photos.
Proceedings of the 19th International Conference on World Wide Web, 2010

Regularized Maximum Likelihood for Intrinsic Dimension Estimation.
Proceedings of the UAI 2010, 2010

Videos Semantic Indexing using Image Classification.
Proceedings of the TRECVID 2010 workshop participants notebook papers, 2010

Subjective Experiments on Gender and Ethnicity Recognition from Different Face Representations.
Proceedings of the Advances in Multimedia Modeling, 2010

A Study on Sampling Strategies in Space-Time Domain for Recognition Applications.
Proceedings of the Advances in Multimedia Modeling, 2010

Hierarchical image feature extraction and classification.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Improving Classification Accuracy by Comparing Local Features through Canonical Correlations.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Non-frontal view facial expression recognition based on ergodic hidden Markov model supervectors.
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

Action detection using multiple spatial-temporal interest point features.
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

Extended Hierarchical Gaussianization for scene classification.
Proceedings of the International Conference on Image Processing, 2010

Robust license plate detection using image saliency.
Proceedings of the International Conference on Image Processing, 2010

Hierarchical density estimation for image classification.
Proceedings of the International Conference on Image Processing, 2010

Accurate and efficient reconstruction of 3D faces from stereo images.
Proceedings of the International Conference on Image Processing, 2010

Toward robust learning of the Gaussian mixture state emission densities for hidden Markov models.
Proceedings of the IEEE International Conference on Acoustics, 2010

A worldwide tourism recommendation system based on geotaggedweb photos.
Proceedings of the IEEE International Conference on Acoustics, 2010

Image Classification Using Super-Vector Coding of Local Image Descriptors.
Proceedings of the Computer Vision - ECCV 2010, 2010

Emotion Recognition from Arbitrary View Facial Images.
Proceedings of the Computer Vision - ECCV 2010, 2010

Non-Local Kernel Regression for Image and Video Restoration.
Proceedings of the Computer Vision, 2010

Efficient Highly Over-Complete Sparse Coding Using a Mixture Model.
Proceedings of the Computer Vision - ECCV 2010, 2010

Supervised translation-invariant sparse coding.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Locality-constrained Linear Coding for image classification.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

A robust framework for multiview age estimation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

Dense spatio-temporal motion segmentation for tracking multiple self-occluding people.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

Spatialized epitome and its applications.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Cross-dataset action detection.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Enhancing Multi-lingual Information Extraction via Cross-Media Inference and Fusion.
Proceedings of the COLING 2010, 2010

Pedestrian Recognition with a Learned Metric.
Proceedings of the Computer Vision - ACCV 2010, 2010

2009
Image Annotation Within the Context of Personal Photo Collections Using Hierarchical Event and Scene Models.
IEEE Trans. Multim., 2009

Ubiquitously Supervised Subspace Learning.
IEEE Trans. Image Process., 2009

Mode-kn Factor Analysis for Image Ensembles.
IEEE Trans. Image Process., 2009

Synchronized Submanifold Embedding for Person-Independent Pose Estimation and Beyond.
IEEE Trans. Image Process., 2009

Correspondence Propagation with Weak Priors.
IEEE Trans. Image Process., 2009

Locating Nose-Tips and Estimating Head Poses in Images by Tensorposes.
IEEE Trans. Circuits Syst. Video Technol., 2009

Hierarchical Space-Time Model Enabling Efficient Search for Human Actions.
IEEE Trans. Circuits Syst. Video Technol., 2009

The parallelization of video processing.
IEEE Signal Process. Mag., 2009

Sensitive Talking Heads [Applications Corner].
IEEE Signal Process. Mag., 2009

A Fast 2D Shape Recovery Approach by Fusing Features and Appearance.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Enhancing Bilinear Subspace Learning by Element Rearrangement.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Guest Editors' Introduction to the Special Section on Probabilistic Graphical Models.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Online updating appearance generative mixture model for meanshift tracking.
Mach. Vis. Appl., 2009

Models for Patch-Based Image Restoration.
EURASIP J. Image Video Process., 2009

Detecting Human Actions in Surveillance Videos.
Proceedings of the TRECVID 2009 workshop participants notebook papers, 2009

Distributed Video Coding using Compressive Sampling.
Proceedings of the 2009 Picture Coding Symposium, 2009

Metric Learning for Regression Problems and Human Age Estimation.
Proceedings of the Advances in Multimedia Information Processing, 2009

Spherical Discriminant Analysis in Semi-supervised Speaker Clustering.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31, 2009

Enhancing semantic and geographic annotation of web images via logistic canonical correlation regression.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Anthropometric Human Hand Models for Tracking.
Proceedings of the 2009 International Conference on Image Processing, 2009

GMM kernel by Taylor series for speaker verification.
Proceedings of the INTERSPEECH 2009, 2009

Emotion recognition from speech VIA boosted Gaussian mixture models.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Locality preserving speaker clustering.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Gender and ethnicity identification from silhouetted face profiles.
Proceedings of the International Conference on Image Processing, 2009

Spatial Gaussian Mixture Model for gender recognition.
Proceedings of the International Conference on Image Processing, 2009

Base selection in estimating sparse foreground in video.
Proceedings of the International Conference on Image Processing, 2009

Is gender recognition affected by age?
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

Hierarchical Gaussianization for image classification.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

A novel approach to expression recognition from non-frontal face images.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Action detection in complex scenes with spatial and temporal ambiguities.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

A study on automatic age estimation using a large database.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Heterogeneous feature machines for visual recognition.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Generative model-based speaker clustering via mixture of von Mises-Fisher distributions.
Proceedings of the IEEE International Conference on Acoustics, 2009

A quantitative evaluation for 3D face reconstruction algorithms.
Proceedings of the IEEE International Conference on Acoustics, 2009

Fishervoice and semi-supervised speaker clustering.
Proceedings of the IEEE International Conference on Acoustics, 2009

Linear spatial pyramid matching using sparse coding for image classification.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Fusion by optimal dynamic mixtures of proposal distributions.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

Human age estimation using bio-inspired features.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Kernel metric learning for phonetic classification.
Proceedings of the 2009 IEEE Workshop on Automatic Speech Recognition & Understanding, 2009

Emotion Recognition Based on Multimodal Information.
Proceedings of the Affective Information Processing, 2009

Multimedia Data Indexing.
Proceedings of the Semantic Mining Technologies for Multimedia Databases., 2009

2008
Contextual motion field-based distance for video analysis.
Vis. Comput., 2008

Matrix-Variate Factor Analysis and Its Applications.
IEEE Trans. Neural Networks, 2008

Audio-Visual Affective Expression Recognition Through Multistream Fused HMM.
IEEE Trans. Multim., 2008

Humanoid Audio-Visual Avatar With Emotive Text-to-Speech Synthesis.
IEEE Trans. Multim., 2008

Human Age Estimation With Regression on Discriminative Aging Manifold.
IEEE Trans. Multim., 2008

Image-Based Human Age Estimation by Manifold Learning and Locally Adjusted Robust Regression.
IEEE Trans. Image Process., 2008

Image Classification Using Correlation Tensor Analysis.
IEEE Trans. Image Process., 2008

Regression From Uncertain Labels and Its Applications to Soft Biometrics.
IEEE Trans. Inf. Forensics Secur., 2008

Classification and Feature Extraction by Simplexization.
IEEE Trans. Inf. Forensics Secur., 2008

Reconstruction and Recognition of Tensor-Based Objects With Concurrent Subspaces Analysis.
IEEE Trans. Circuits Syst. Video Technol., 2008

Convergent 2-D Subspace Learning With Null Space Analysis.
IEEE Trans. Circuits Syst. Video Technol., 2008

Locality Versus Globality: Query-Driven Localized Linear Models for Facial Image Computing.
IEEE Trans. Circuits Syst. Video Technol., 2008

Real-Time Multimodal Human-Avatar Interaction.
IEEE Trans. Circuits Syst. Video Technol., 2008

Active Learning for Interactive Multimedia Retrieval.
Proc. IEEE, 2008

Correlation Metric for Generalized Feature Extraction.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Human-Centred Intelligent Human-Computer Interaction (HCI<sup>2</sup>): how far are we from attaining it?
Int. J. Auton. Adapt. Commun. Syst., 2008

Similarity Matching in Computer Vision and Multimedia.
Comput. Vis. Image Underst., 2008

Locally adaptive subspace and similarity metric learning for visual data clustering and retrieval.
Comput. Vis. Image Underst., 2008

Which "Apple" are you talking about ?
Proceedings of the 17th International Conference on World Wide Web, 2008

Variational Transform Invariant Mixture of Probabilistic PCA.
Proceedings of the 9th IEEE Workshop on Applications of Computer Vision (WACV 2008), 2008

EAVA: A 3D Emotive Audio-Visual Avatar.
Proceedings of the 9th IEEE Workshop on Applications of Computer Vision (WACV 2008), 2008

Locally Adjusted Robust Regression for Human Age Estimation.
Proceedings of the 9th IEEE Workshop on Applications of Computer Vision (WACV 2008), 2008

Surveillance Event Detection.
Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008

SIFT-Bag kernel for video event analysis.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

Categorizing bi-object video activities using bag of segments and causality features.
Proceedings of the 1st ACM Workshop on Vision Networks for Behavior Analysis, 2008

Real-time human action recognition by luminance field trajectory analysis.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

Annotating photo collections by label propagation according to multiple similarity cues.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

Gender recognition from body.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

What are the 7 millennium problems in multimedia information retrieval?
Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, 2008

Two-stage prosody prediction for emotional text-to-speech synthesis.
Proceedings of the INTERSPEECH 2008, 2008

Dysarthric speech database for universal access research.
Proceedings of the INTERSPEECH 2008, 2008

Face age estimation using patch-based hidden Markov model supervectors.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

A novel Gaussianized vector representation for natural scene categorization.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Discriminative estimation of 3D human pose using Gaussian processes.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Boosting Gaussian mixture models via discriminant analysis.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Temporal difference learning to detect unsafe system states.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

A study of non-frontal-view facial expressions recognition.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Bregman distance to L1 regularized logistic regression.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Head pose estimation: Classification or regression?
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Robust estimation of foreground in surveillance videos by sparse error estimation.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Automatic Video Annotation Using Multimodal Dirichlet Process Mixture Model.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2008

Comparison of Algorithms for Speaker Identification under Adverse Far-Field Recording Conditions with Extremely Short Utterances.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2008

Real-time conversion from a single 2D face image to a 3D text-driven emotive audio-visual avatar.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Subspace learning for human head pose estimation.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

'Bag of segments' for motion trajectory analysis.
Proceedings of the International Conference on Image Processing, 2008

Face hallucination VIA sparse coding.
Proceedings of the International Conference on Image Processing, 2008

MPEG4 performance-driven avatar via robust facial motion tracking.
Proceedings of the International Conference on Image Processing, 2008

Efficient initialization of Mixtures of Experts for human pose estimation.
Proceedings of the International Conference on Image Processing, 2008

Correlation Embedding Analysis.
Proceedings of the International Conference on Image Processing, 2008

Feature analysis and selection for acoustic event detection.
Proceedings of the IEEE International Conference on Acoustics, 2008

Intersession variability compensation for language detection.
Proceedings of the IEEE International Conference on Acoustics, 2008

3D face analysis for distinct features using statistical randomization.
Proceedings of the IEEE International Conference on Acoustics, 2008

Extracting age information from local spatially flexible patches.
Proceedings of the IEEE International Conference on Acoustics, 2008

Flexible X-Y patches for face recognition.
Proceedings of the IEEE International Conference on Acoustics, 2008

An audio-visual fusion framework with joint dimensionality reducton.
Proceedings of the IEEE International Conference on Acoustics, 2008

A factorization method in stereo motion for non-rigid objects.
Proceedings of the IEEE International Conference on Acoustics, 2008

Camera and microphone array for 3D audiovisual face data collection.
Proceedings of the IEEE International Conference on Acoustics, 2008

Discriminant simplex analysis.
Proceedings of the IEEE International Conference on Acoustics, 2008

3D facial expression recognition based on properties of line segments connecting facial feature points.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

Multi-view facial expression recognition.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

Latent Pose Estimator for Continuous Action Recognition.
Proceedings of the Computer Vision, 2008

Pair-activity classification by bi-trajectories analysis.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Non-negative graph embedding.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Image super-resolution as sparse representation of raw image patches.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Regression from patch-kernel.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

A Loopy Belief Propagation approach for robust background estimation.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

3D facial expression recognition based on automatically selected features.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

Discriminative learning of visual words for 3D human pose estimation.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Discriminative local binary patterns for human detection in personal album.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

A Probabilistic Fusion Approach to human age prediction.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

Annotating collections of photos using hierarchical event and scene models.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Future directions in multimedia retrieval: : impact of new technology.
Proceedings of the 7th ACM International Conference on Image and Video Retrieval, 2008

Multiple feature fusion by subspace learning.
Proceedings of the 7th ACM International Conference on Image and Video Retrieval, 2008

Gaussian Process Based Dual Latent Function Approach to Ordinal Regression.
Proceedings of the International Conference on Artificial Intelligence and Pattern Recognition, 2008

2007
Audio-Visual Affect Recognition.
IEEE Trans. Multim., 2007

Content-Based Image Retrieval by Feature Adaptation and Relevance Feedback.
IEEE Trans. Multim., 2007

Formulating Face Verification With Semidefinite Programming.
IEEE Trans. Image Process., 2007

A Parameter-Free Framework for General Supervised Subspace Learning.
IEEE Trans. Inf. Forensics Secur., 2007

Integrating Discriminant and Descriptive Information for Dimension Reduction and Classification.
IEEE Trans. Circuits Syst. Video Technol., 2007

Joint face and head tracking inside multi-camera smart rooms.
Signal Image Video Process., 2007

3D human model and joint parameter estimation from monocular image.
Pattern Recognit. Lett., 2007

Authentic facial expression analysis.
Image Vis. Comput., 2007

The age of human computer interaction.
Image Vis. Comput., 2007

Ranking with uncertain labels and its applications.
Frontiers Comput. Sci. China, 2007

Event Detection Using "Variable Module Graphs" for Home Care Applications.
EURASIP J. Adv. Signal Process., 2007

Ordinal Regression Based Subpixel Shift Estimation for Video Super-Resolution.
EURASIP J. Adv. Signal Process., 2007

Face as mouse through visual face tracking.
Comput. Vis. Image Underst., 2007

Special issue on vision for human-computer interaction.
Comput. Vis. Image Underst., 2007

Guest Editors' Introduction: Human-Centered Computing--Toward a Human Revolution.
Computer, 2007

A Drifting-proof Framework for Tracking and Online Appearance Learning.
Proceedings of the 8th IEEE Workshop on Applications of Computer Vision (WACV 2007), 2007

hMouse: Head Tracking Driven Virtual Computer Mouse.
Proceedings of the 8th IEEE Workshop on Applications of Computer Vision (WACV 2007), 2007

Incremental Spectral Clustering With Application to Monitoring of Evolving Blog Communities.
Proceedings of the Seventh SIAM International Conference on Data Mining, 2007

Interactive Boosting for Image Classification.
Proceedings of the Multiple Classifier Systems, 7th International Workshop, 2007

Building Large Scale 3D Face Database for Face Analysis.
Proceedings of the Multimedia Content Analysis and Mining, International Workshop, 2007

Frequency domain correspondence for speaker normalization.
Proceedings of the INTERSPEECH 2007, 2007

A Convengent Solution to Tensor Subspace Learning.
Proceedings of the IJCAI 2007, 2007

Transductive regression piloted by inter-manifold relations.
Proceedings of the Machine Learning, 2007

Detecting Anomaly in Videos from Trajectory Similarity Analysis.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Detecting Unsafe Driving Patterns using Discriminative Learning.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Robust Analysis and Weighting on MFCC Components for Speech Recognition and Speaker Identification.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Ranking with Uncertain Labels.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Exploring Discriminative Learning for Text-Independent Speaker Recognition.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Query Driven Localized Linear Discriminant Models for Head Pose Estimation.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Estimating Human Age by Manifold Analysis of Face Pictures and Regression on Aging Features.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Real-Time Humanoid Avatar for Multimodal Human-Machine Interaction.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Multi-Modal Person-Profiles from Broadcast News Video.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Common Spatial Pattern Discovery by Efficient Candidate Pruning.
Proceedings of the International Conference on Image Processing, 2007

Locating Nosetips and Estimating Head Pose in Images by Tensorposes.
Proceedings of the International Conference on Image Processing, 2007

Searching Human Behaviors using Spatial-Temporalwords.
Proceedings of the International Conference on Image Processing, 2007

Lipreading by Locality Discriminant Graph.
Proceedings of the International Conference on Image Processing, 2007

Query-Driven Locally Adaptive Fisher Faces and Expert-Model for Face Recognition.
Proceedings of the International Conference on Image Processing, 2007

Laplacian Affinity Propagation for Semi-Supervised Object Classification.
Proceedings of the International Conference on Image Processing, 2007

Learning Auto-Structured Regressor from Uncertain Nonnegative Labels.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Human-Computer Intelligent Interaction: A Survey.
Proceedings of the Human-Computer Interaction, 2007

Optimizing Image Registration by Mutually Exclusive Scale Components.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

An Unsupervised Algorithm to Extract Face Texture from Video.
Proceedings of the IEEE International Conference on Acoustics, 2007

Exploring Feature Descritors for Face Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2007

Unsupervised Locally Embedded Clustering for Automatic High-Dimensional Data Labeling.
Proceedings of the IEEE International Conference on Acoustics, 2007

Multimodal Surveillance: an Introduction.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Element Rearrangement for Tensor-Based Subspace Learning.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Trace Ratio vs. Ratio Trace for Dimensionality Reduction.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Diverse Active Ranking for Multimedia Search.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Conformal Embedding Analysis with Local Graph Modeling on the Unit Hypersphere.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Audio-Visual Speech Fusion Using Coupled Hidden Markov Models.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Learning a Spatially Smooth Subspace for Face Recognition.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

A Multimodality Framework for Creating Speaker/Non-Speaker Profile Databases for Real-World Video.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

HMM-Based Acoustic Event Detection with AdaBoost Feature Selection.
Proceedings of the Multimodal Technologies for Perception of Humans, 2007

Learning a Person-Independent Representation for Precise 3D Pose Estimation.
Proceedings of the Multimodal Technologies for Perception of Humans, 2007

Multichannel and Multimodality Person Identification.
Proceedings of the Multimodal Technologies for Perception of Humans, 2007

SODA-Boosting and Its Application to Gender Recognition.
Proceedings of the Analysis and Modeling of Faces and Gestures, 2007

Audio-Visual Spontaneous Emotion Recognition.
Proceedings of the Artifical Intelligence for Human Computing, 2007

2006
Semantic retrieval of video - review of research on video retrieval in meetings, movies and broadcast news, and sports.
IEEE Signal Process. Mag., 2006

Motion Analysis of Articulated Objects from Monocular Images.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

Total Variation Models for Variable Lighting Face Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

Multicue HMM-UKF for Real-Time Contour Tracking.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

Spontaneous Emotional Facial Expression Detection.
J. Multim., 2006

Learning-Based Nonparametric Image Super-Resolution.
EURASIP J. Adv. Signal Process., 2006

Training combination strategy of multi-stream fused hidden Markov model for audio-visual affect recognition.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

Maximum unfolded embedding: formulation, solution, and application for image clustering.
Proceedings of the 14th ACM International Conference on Multimedia, 2006

Da Vinci's Mona Lisa.
Proceedings of the Machine Learning for Multimodal Interaction, 2006

A spectral clustering approach to speaker diarization.
Proceedings of the INTERSPEECH 2006, 2006

A novel framework of text-independent speaker verification based on utterance transform and iterative cohort modeling.
Proceedings of the INTERSPEECH 2006, 2006

Unsupervised learning of HMM topology for text-dependent speaker verification.
Proceedings of the INTERSPEECH 2006, 2006

Weighted Bayesian Network for Visual Tracking.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Variational Shift Invariant Probabilistic PCA for Face Recognition.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Emotion Recognition Based on Joint Visual and Audio Cues.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Robust Local Scoring Function for Text-Independent Speaker Verification.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

A Bayesian Predictive Method for Automatic Speech Segmentation.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

LDV Remote Voice Acquisition and Enhancement.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Audio-Visual Speaker Localization Using Graphical Models.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Classifiers for Motion.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Utilizing Information Theoretic Diversity for SVM Active Learn.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Boundary correction for total variation regularized L^1 function with applications to image decomposition and segmentation.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Audio-visual emotion recognition in adult attachment interview.
Proceedings of the 8th International Conference on Multimodal Interfaces, 2006

Human computing and machine understanding of human behavior: a survey.
Proceedings of the 8th International Conference on Multimodal Interfaces, 2006

Person Tracking in Smart Rooms using Dynamic Programming and Adaptive Subspace Learning.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Recognizing Faces in Recorded Meetings via MRC-Boosting.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Improved Graphical Model for Audiovisual Object Tracking.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Improving Speaker Diarization by Cross EM Refinement.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Video Based Person Authentication via Audio/Visual Association.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Calibrating Head Pose Estimation in Videos for Meeting Room Event Analysis.
Proceedings of the International Conference on Image Processing, 2006

Dirichlet Aspect Weighting: A Generalized EM Algorithm for Integrating External Data Fields with Semantically Structured Queries by Using Gradient Projection Method.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Hmm-Based and Svm-Based Recognition of the Speech of Talkers With Spastic Dysarthria.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Using data compression to enhance the security of identification document.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Robust Multi-View Multi-Camera Face Detection inside Smart Rooms Using Spatio-Temporal Dynamic Programming.
Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2006), 2006

Minimum Variance Estimation of 3D Face Shape from Multi-view.
Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2006), 2006

One-Class Classification for Spontaneous Facial Expression Analysis.
Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2006), 2006

Accurate Head Pose Tracking in Low Resolution Video.
Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2006), 2006

A Realtime Shrug Detector.
Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2006), 2006

Graph Embedded Analysis for Head Pose Estimation.
Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2006), 2006

Automatic Video Annotation by Mining Speech Transcripts.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

Efficient Nonparametric Belief Propagation with Application to Articulated Body Tracking.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Scale-Driven Iterative Optimization for Brain Extraction and Registration.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Head Pose Estimation in Seminar Room Using Multi View Face Detectors.
Proceedings of the Multimodal Technologies for Perception of Humans, 2006

Evaluation of Head Pose Estimation for Studio Data.
Proceedings of the Multimodal Technologies for Perception of Humans, 2006

Person Identification Based on Multichannel and Multimodality Fusion.
Proceedings of the Multimodal Technologies for Perception of Humans, 2006

Leveraging Active Learning for Relevance Feedback Using an Information Theoretic Diversity Measure.
Proceedings of the Image and Video Retrieval, 5th International Conference, 2006

2005
Machine Learning in Computer Vision
Computational Imaging and Vision 29, Springer, ISBN: 978-1-4020-3275-2, 2005

Self-supervised learning based on discriminative nonlinear features for image classification.
Pattern Recognit., 2005

Special Issue on Image Understanding for Digital Photographs.
Pattern Recognit., 2005

Analyzing and Capturing Articulated Hand Motion in Image Sequences.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

Adaptive Video Fast Forward.
Multim. Tools Appl., 2005

Learning probabilistic classifiers for human-computer interaction applications.
Multim. Syst., 2005

Region Based Hidden Markov Random Field Model for Brain MR Image Segmentation.
Proceedings of the Second World Enformatika Conference, 2005

Affective multimodal human-computer interaction.
Proceedings of the 13th ACM International Conference on Multimedia, 2005

VACE Multimodal Meeting Corpus.
Proceedings of the Machine Learning for Multimodal Interaction, 2005

Boosting Multiple Classifiers Constructed by Hybrid Discriminant Analysis.
Proceedings of the Multiple Classifier Systems, 6th International Workshop, 2005

Indicisive classifier.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Audio-visual affect recognition in activation-evaluation space.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Highlights extraction from sports video based on an audio-visual marker detection framework.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

Combining Diversity-Based Active Learning with Discriminant Analysis in Image Retrieval.
Proceedings of the Third International Conference on Information Technology and Applications (ICITA 2005), 2005

Enhanced 3D geometric-model-based face tracking in low resolution with appearance model.
Proceedings of the 2005 International Conference on Image Processing, 2005

Variable module graphs: a framework for inference and learning in modular vision systems.
Proceedings of the 2005 International Conference on Image Processing, 2005

Non-parametric image super-resolution using multiple images.
Proceedings of the 2005 International Conference on Image Processing, 2005

Okapi-Chamfer Matching for Articulated Object Recognition.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

A Joint System for Person Tracking and Face Detection.
Proceedings of the Computer Vision in Human-Computer Interaction, 2005

Face Recognition with MRC-Boosting.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Recover Human Pose from Monocular Image Under Weak Perspective Projection.
Proceedings of the Computer Vision in Human-Computer Interaction, 2005

On Optimizing Template Matching via Performance Characterization.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Articulated Body Tracking Using Dynamic Belief Propagation.
Proceedings of the Computer Vision in Human-Computer Interaction, 2005

Audio-Visual Affect Recognition through Multi-Stream Fused HMM for HCI.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Semi-Supervised Face Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

Restoration and Recognition in a Loop.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Illumination Normalization for Face Recognition and Uneven Background Correction Using Total Variation Based Image Models.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

A New Coarse-to-Fine Framework for 3D Brain MR Image Registration.
Proceedings of the Computer Vision for Biomedical Image Applications, 2005

Online appearance learning by template prediction.
Proceedings of the Advanced Video and Signal Based Surveillance, 2005

Multi-stream Confidence Analysis for Audio-Visual Affect Recognition.
Proceedings of the Affective Computing and Intelligent Interaction, 2005

Machine Learning in Multimedia.
Proceedings of the Multimedia Content and the Semantic Web, 2005

Interplay Between Visual and Audio Scene Analysis.
Proceedings of the Speech Separation by Humans and Machines, 2005

Learning 3D Face Animation Model.
Proceedings of the Encyclopedia of Information Science and Technology (5 Volumes), 2005

2004
A fused hidden Markov model with application to bimodal speech processing.
IEEE Trans. Signal Process., 2004

Performance analysis and error exponents of asymmetric watermarking systems.
Signal Process., 2004

Articulated joint estimation from motion using two monocular images.
Pattern Recognit. Lett., 2004

Semisupervised Learning of Classifiers: Theory, Algorithms, and Their Application to Human-Computer Interaction.
IEEE Trans. Pattern Anal. Mach. Intell., 2004

A framework of joint object tracking and event detection.
Pattern Anal. Appl., 2004

Robust Visual Tracking by Integrating Multiple Cues Based on Co-Inference Learning.
Int. J. Comput. Vis., 2004

Guest Editorial.
Int. J. Comput. Vis., 2004

Visualization and User-Modeling for Browsing Personal Photo Libraries.
Int. J. Comput. Vis., 2004

Editorial.
EURASIP J. Adv. Signal Process., 2004

Spatial pattern discovery by learning a probabilistic parametric model from multiple attributed relational graphs.
Discret. Appl. Math., 2004

<i>CVIU</i> special issue on event detection in video.
Comput. Vis. Image Underst., 2004

Towards authentic emotion recognition.
Proceedings of the IEEE International Conference on Systems, 2004

Hierarchical video clustering.
Proceedings of the IEEE 6th Workshop on Multimedia Signal Processing, 2004

Multimedia/multimodal signal processing, analysis, and understanding.
Proceedings of the IEEE 6th Workshop on Multimedia Signal Processing, 2004

AVICAR: audio-visual speech corpus in a car environment.
Proceedings of the INTERSPEECH 2004, 2004

MV-MAP: Multiresolution Video Visualization and Summarization on MAPs.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Skin Detection: A Bayesian Network Approach.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Articulate Hand Motion Capturing Based on a Monte Carlo Nelder-Mead Simplex Tracker.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

A Framework for Grid-Based Image Retrieval.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Bimodal HCI-related affect recognition.
Proceedings of the 6th International Conference on Multimodal Interfaces, 2004

Breaking the clock face HIP.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Effective and efficient sports highlights extraction using the minimum description length criterion in selecting GMM structures.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Low bit-rate video streaming for face-to-face teleconference.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Audio segment retrieval using a short duration example query.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Parameterized discriminant analysis for image classification.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Visual echo cancellation in a projector-camera-whiteboard system.
Proceedings of the 2004 International Conference on Image Processing, 2004

Toward an improved error metric.
Proceedings of the 2004 International Conference on Image Processing, 2004

A probabilistic framework for segmentation and tracking of multiple non rigid objects for video surveillance.
Proceedings of the 2004 International Conference on Image Processing, 2004

Optimal segmentation of signals and its application to image denoising and boundary feature extraction.
Proceedings of the 2004 International Conference on Image Processing, 2004

Learning based on kernel discriminant-EM algorithm for image classification.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Bayesian separation of audio-visual speech sources.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Audio visual word spotting.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Active Morphable Model: An Efficient Method for Face Analysis.
Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2004), 2004

3D Model-Based Hand Tracking Using Stochastic Direct Search Method.
Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2004), 2004

The State-of-the-Art in Human-Computer Interaction.
Proceedings of the Computer Vision in Human-Computer Interaction, 2004

Static Hand Gesture Recognition based on Local Orientation Histogram Feature Distribution Model.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

Face Localization via Hierarchical CONDENSATION with Fisher Boosting Feature Selection.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

Robust Error Metric Analysis for Noise Estimation in Image Indexing.
Proceedings of the Proceedings MDDE '04, 2004

A Discussion of Nonlinear Variants of Biased Discriminants for Interactive Image Retrieval.
Proceedings of the Image and Video Retrieval: Third International Conference, 2004

3D Face Processing - Modeling, Analysis and Synthesis.
The International Series in Video Computing 8, Springer, ISBN: 978-1-4020-8048-7, 2004

2003
ImageGrouper: a group-oriented user interface for content-based image retrieval and digital image arrangement.
J. Vis. Lang. Comput., 2003

Robust optimum detection of transform domain multiplicative watermarks.
IEEE Trans. Signal Process., 2003

Facial expression recognition: A clustering-based approach.
Pattern Recognit. Lett., 2003

Estimation of 3D structure and motion from image corners.
Pattern Recognit., 2003

Guest Editors' Introduction to the Special Section on Graphical Models in Computer Vision.
IEEE Trans. Pattern Anal. Mach. Intell., 2003

Relevance feedback in image retrieval: A comprehensive review.
Multim. Syst., 2003

Evaluation of salient point techniques.
Image Vis. Comput., 2003

Facial expression recognition from video sequences: temporal and static modeling.
Comput. Vis. Image Underst., 2003

Semi-supervised learning for facial expression recognition.
Proceedings of the 5th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2003

A real time automatic access control system based on face and eye corners detection, face recognition and speaker identification.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Evaluating group-based relevance feedback for content-based image retrieval.
Proceedings of the 2003 International Conference on Image Processing, 2003

Scene generative models for adaptive video fast forward.
Proceedings of the 2003 International Conference on Image Processing, 2003

Maximizing efficacy for efficient watermarking systems.
Proceedings of the 2003 International Conference on Image Processing, 2003

Tracking Articulated Hand Motion with Eigen Dynamics Analysis.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Capturing Subtle Facial Motions in 3D Face Tracking.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Audio events detection based highlights extraction from baseball, golf and soccer games in a unified framework.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Comparing MFCC and MPEG-7 audio features for feature extraction, maximum likelihood HMM and entropic prior HMM for sports audio classification.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Frame-dependent multi-stream reliability indicators for audio-visual speech recognition.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

How to design efficient watermarks?
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Recovering Articulated Motion with a Hierarchical Factorization Method.
Proceedings of the Gesture-Based Communication in Human-Computer Interaction, 2003

Classification Approach towards Banking and Sorting Problems.
Proceedings of the Machine Learning: ECML 2003, 2003

Visual Human Face Tracking and its Application to Lip-Reading and Emotion Recognition.
Proceedings of the Seventh International Conference on Digital Image Computing: Techniques and Applications, 2003

Face Relighting with Radiance Environment Maps.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

Learning Bayesian Network Classifiers for Facial Expression Recognition using both Labeled and Unlabeled Data.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

Detection of Documentary Scene Changes by Audio-Visual Fusion.
Proceedings of the Image and Video Retrieval, Second International Conference, 2003

The State of the Art in Image and Video Retrieval.
Proceedings of the Image and Video Retrieval, Second International Conference, 2003

Evaluation of Expression Recognition Techniques.
Proceedings of the Image and Video Retrieval, Second International Conference, 2003

A New Tracking Technique: Object Tracking and Identification from Motion.
Proceedings of the Computer Analysis of Images and Patterns, 10th International Conference, 2003

Real-time On-line Learning of Transformed Hidden Markov Models from Video.
Proceedings of the Ninth International Workshop on Artificial Intelligence and Statistics, 2003

Exploration of Visual Data.
The International Series in Video Computing 7, Springer, ISBN: 978-1-4615-0497-9, 2003

2002
Nonstationary color tracking for vision-based human-computer interaction.
IEEE Trans. Neural Networks, 2002

Extracting semantics from audio-visual content: the final frontier in multimedia retrieval.
IEEE Trans. Neural Networks, 2002

Real-time speech-driven face animation with expressions using neural networks.
IEEE Trans. Neural Networks, 2002

Factor graph framework for semantic video indexing.
IEEE Trans. Circuits Syst. Video Technol., 2002

Relevance feedback in content-based image retrieval: some recent advances.
Inf. Sci., 2002

Visual Estimation and Compression of Facial Motion Parameters-Elements of a 3D Model-Based Video Coding System.
Int. J. Comput. Vis., 2002

Unifying Keywords and Visual Contents in Image Retrieval.
IEEE Multim., 2002

Applications of Video-Content Analysis and Retrieval.
IEEE Multim., 2002

ImageGrouper: Search, Annotate and Organize Images by Groups.
Proceedings of the Recent Advances in Visual Information Systems, 2002

Framework for digital video watermarking with dual watermarks.
Proceedings of the Visual Communications and Image Processing 2002, 2002

Determining 3D Structure and Motion of Man-Made Objects from Image Corners.
Proceedings of the 5th IEEE Southwest Symposium on Image Analysis and Interpretation, 2002

Subband-Based, Memory-Efficient JPEG2000 Images Indexing in Compressed-Domain.
Proceedings of the 5th IEEE Southwest Symposium on Image Analysis and Interpretation, 2002

Block-Based, Memory-Efficient JPEG2000 Images Indexing in Compressed-Domain.
Proceedings of the 5th IEEE Southwest Symposium on Image Analysis and Interpretation, 2002

Boosting Speech/Non-speech Classification Using Averaged Mel-Frequency Cepstrum Coefficients Features.
Proceedings of the Advances in Multimedia Information Processing, 2002

Overview: An Integrated Framework for Performance Engineering and Resource-Aware Compilation.
Proceedings of the 16th International Parallel and Distributed Processing Symposium (IPDPS 2002), 2002

Emotion Recognition Using a Cauchy Naive Bayes Classifier.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

A Region-Based Method for Model-Free Object Tracking.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Model-Based Human Body Tracking.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Multimodal Temporal Pattern Mining.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Bayesian Networks as Ensemble of Classifiers.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Fusion of Global and Local Information for Object Detection.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Improved Information Maximization based Face and Facial Feature Detection from Real-time Video and Application in a Multi-Modal Person Identification System.
Proceedings of the 4th IEEE International Conference on Multimodal Interfaces (ICMI 2002), 2002

Optimal temporal sampling of video under channel and buffer constraints.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

On recovering detailed face deformation under general lighting using height from shading.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

Robust face recognition based on motion pursuit.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

Detection of slide transition for topic indexing.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

Extending image retrieval with group-oriented interface.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

PDH: a human-centric interface for image libraries.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

3D model-based visual hand tracking.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

Facial expression recognition from video sequences.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

Speeding up the similarity search in multimedia database.
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

Wavelet-based texture features can be extracted efficiently from compressed-domain for JPEG2000 coded images.
Proceedings of the 2002 International Conference on Image Processing, 2002

Model-based face image coding using spherical harmonics.
Proceedings of the 2002 International Conference on Image Processing, 2002

Discovering recurrent events in video using unsupervised methods.
Proceedings of the 2002 International Conference on Image Processing, 2002

Segmentation-based object tracking using image warping and Kalman filtering.
Proceedings of the 2002 International Conference on Image Processing, 2002

Facial tracking with head pose estimation in stereo vision.
Proceedings of the 2002 International Conference on Image Processing, 2002

Parametric contour tracking using unscented Kalman filter.
Proceedings of the 2002 International Conference on Image Processing, 2002

Speeding up relevance feedback in image retrieval with triangle-inequality based algorithms.
Proceedings of the IEEE International Conference on Acoustics, 2002

Exemplar-based face and facial motion tracking.
Proceedings of the IEEE International Conference on Acoustics, 2002

Automatic temporal pattern extraction and association.
Proceedings of the IEEE International Conference on Acoustics, 2002

An experimental study of coupled hidden Markov models.
Proceedings of the IEEE International Conference on Acoustics, 2002

Audio-visual speech modeling using coupled hidden Markov models.
Proceedings of the IEEE International Conference on Acoustics, 2002

Optimum detection and decoding of multiplicative watermarks in DFT domain.
Proceedings of the IEEE International Conference on Acoustics, 2002

Generative and Discriminative Face Modelling for Detection.
Proceedings of the 5th IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2002), 2002

Two-Handed Gesture Tracking Incorporating Template Warping with Static Segmentation.
Proceedings of the 5th IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2002), 2002

Mode-based Multi-Hypothesis Head Tracking Using Parametric Contours.
Proceedings of the 5th IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2002), 2002

Visualization, Estimation and User-Modeling for Interactive Browsing of Image Libraries.
Proceedings of the Image and Video Retrieval, International Conference, 2002

Group-based interface for content-based image retrieval.
Proceedings of the Working Conference on Advanced Visual Interfaces, 2002

Motion Estimation of Articulated Objects from Perspective Views.
Proceedings of the Articulated Motion and Deformable Objects Second International Workshop, 2002

Real-Time Speech-Driven 3D Face Animation.
Proceedings of the 1st International Symposium on 3D Data Processing Visualization and Transmission (3DPVT 2002), 2002

2001
Relevance Feedback Techniques in Image Retrieval.
Proceedings of the Principles of Visual Information Retrieval, 2001

Visual Information Retrieval: Paradigms, Applications, and Research Issues.
Proceedings of the Principles of Visual Information Retrieval, 2001

A probabilistic framework for semantic video indexing, filtering, and retrieval.
IEEE Trans. Multim., 2001

An additive approach to transform-domain information hiding and optimum detection structure.
IEEE Trans. Multim., 2001

Hand modeling, analysis and recognition.
IEEE Signal Process. Mag., 2001

Edge-based structural features for content-based image retrieval.
Pattern Recognit. Lett., 2001

Estimation of the joint probability of multisensory signals.
Pattern Recognit. Lett., 2001

Trifocal tensors for weak perspective and paraperspective projections.
Pattern Recognit., 2001

Image retrieval using wavelet-based salient points.
J. Electronic Imaging, 2001

Audio-visual query and retrieval: A system that uses dynamic programming and relevance feedback.
J. Electronic Imaging, 2001

iFACE: A 3D Synthetic Talking Face.
Int. J. Image Graph., 2001

Spatial pattern discovering by learning the isomorphic subgraph from multiple attributed relation graphs.
Proceedings of the 8th International Workshop on Combinatorial Image Analysis, 2001

Content-based image retrieval using wavelet-based salient points.
Proceedings of the Storage and Retrieval for Media Databases 2001, 2001

Multimodal pattern matching for audio-visual query and retrieval.
Proceedings of the Storage and Retrieval for Media Databases 2001, 2001

Semantic filtering of video content.
Proceedings of the Storage and Retrieval for Media Databases 2001, 2001

Video retrieval and relevance feedback in the context of a post-integration model.
Proceedings of the Fourth IEEE Workshop on Multimedia Signal Processing, 2001

Comparing discriminating transformations and SVM for learning during multimedia retrieval.
Proceedings of the 9th ACM International Conference on Multimedia 2001, Ottawa, Ontario, Canada, September 30, 2001

Supporting audiovisual query using dynamic programming.
Proceedings of the 9th ACM International Conference on Multimedia 2001, Ottawa, Ontario, Canada, September 30, 2001

An integrated framework for face modeling, facial motion analysis and synthesis.
Proceedings of the 9th ACM International Conference on Multimedia 2001, Ottawa, Ontario, Canada, September 30, 2001

An image watermarking technique using pyramid transform.
Proceedings of the 9th ACM International Conference on Multimedia 2001, Ottawa, Ontario, Canada, September 30, 2001

Towards Self-Exploring Discriminating Features.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2001

Display Optimization for Image Browsing.
Proceedings of the Multimedia Databases and Image Communication, 2001

Real Time Speech Driven Facial Animation Using Formant Analysis.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

Classifying Motion Picture Soundtrack For Video Indexing.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

Duration Dependent Input Output Markov Models For Audio-Visual Event Detection.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

3d Mars: Immersive Virtual Reality for Content-Based Image Retrieval.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

Spatial Visualization For Content-Based Image Retrieval.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

Spoken Language Acquisition Via Human-Robot Interaction.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

Combined Audio And Videowatermarking Using Mel-Frequency Cepstra.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

Optimum Detection of Multiplicative Watermarks using Locally Optimum Decision Rule.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

ICA-based probabilistic local appearance models.
Proceedings of the 2001 International Conference on Image Processing, 2001

Image retrieval with relevance feedback: from heuristic weight adjustment to optimal learning methods.
Proceedings of the 2001 International Conference on Image Processing, 2001

Basis pursuit for tracking.
Proceedings of the 2001 International Conference on Image Processing, 2001

Recognizing high-level audio-visual concepts using context.
Proceedings of the 2001 International Conference on Image Processing, 2001

Optimum detection of robust perceptual-model-based image-adaptive watermarks.
Proceedings of the 2001 International Conference on Image Processing, 2001

One-class SVM for learning in image retrieval.
Proceedings of the 2001 International Conference on Image Processing, 2001

Optimal radial contour tracking by dynamic programming.
Proceedings of the 2001 International Conference on Image Processing, 2001

Hierarchical MRF model for model-based multi-object tracking.
Proceedings of the 2001 International Conference on Image Processing, 2001

Capturing Natural Hand Articulation.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Self-Supervised Learning for Object Recognition based on Kernel Discriminant-EM Algorithm.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

A Co-inference Approach to Robust Visual Tracking.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Detecting Semantic Concepts Using Context and Audiovisual Features.
Proceedings of the IEEE Workshop on Detection and Recognition of Events in Video, 2001

Small Sample Learning during Multimedia Retrieval using BiasMap.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

Multibody Grouping via Orthogonal Subspace Decomposition.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

Enforcing Integrability for Surface Reconstruction Algorithms Using Belief Propagation in Graphical Models.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

JPDAF Based HMM or Real-Time Contour Tracking.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000
Guest editorial introduction to the special issue on image and video processing for digital libraries.
IEEE Trans. Image Process., 2000

New Devices for 3D Pose Estimation: Mantis Eyes, Agam Paintings, Sundials, and Other Space Fiducials.
Int. J. Comput. Vis., 2000

Speech/Gesture Interface to a Visual-Computing Environment.
IEEE Computer Graphics and Applications, 2000

Stochastic modeling of soundtrack for efficient segmentation and indexing of video.
Proceedings of the Storage and Retrieval for Media Databases 2000, 2000

Probabilistic Semantic Video Indexing.
Proceedings of the Advances in Neural Information Processing Systems 13, 2000

Motion Segmentation and Tracking by Embedding Global Model Within a Contextual Relaxation Scheme.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2000), 2000

Identify Regions of Interest(ROI) for video watermark embedment with Principle Component Analysis.
Proceedings of the 8th ACM International Conference on Multimedia 2000, Los Angeles, CA, USA, October 30, 2000

Bimodal speech recognition using coupled hidden Markov models.
Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

Automatic head gesture learning and synthesis from prosodic cues.
Proceedings of the Sixth International Conference on Spoken Language Processing, 2000

Image Representation and Retrieval Using Structural Features.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Integrating Unlabeled Images for Image Retrieval Based on Relevance Feedback.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Memory-Based Moving Object Extraction for Video Indexing.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Semantic Video Indexing Using a Probabilistic Framework.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Learning Sparse Multiple Cause Models.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Constructing Finite State Machines for Fast Gesture Recognition.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Learning to Extract Temporal Signal Patterns from Temporal Signal Sequence.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Vision-Based Overhead View Person Recognition.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Speaker Independent Audio-Visual Speech Recognition.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

Incorporate Discriminant Analysis with EM Algorithm in Image Retrieval.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

Update Relevant Image Weights for Content-Based Image Retrieval using Support Vector Machines.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

A New Approach to Integrate Audio and Visual Features of Speech.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

A Probabilistic Framework for Semantic Indexing and Retrieval in Video.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

Event-Coupled Hidden Markov Models.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

Blind Digital Watermarking for Images and Videos and Performance Analysis.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

Emotional Expressions in Audiovisual Human Computer Interaction.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

Combine User Defined Region-of-Interest and Spatial Layout for Image Retrieval.
Proceedings of the 2000 International Conference on Image Processing, 2000

Fusing Audio and Visual Features of Speech.
Proceedings of the 2000 International Conference on Image Processing, 2000

Inferring Semantic Concepts for Video Indexing and Retrieval.
Proceedings of the 2000 International Conference on Image Processing, 2000

Multimedia Understanding: Challenges in the New Millennium.
Proceedings of the 2000 International Conference on Image Processing, 2000

Incorporate Support Vector Machines to Content-Based Image Retrieval with Relevant Feedback.
Proceedings of the 2000 International Conference on Image Processing, 2000

A DCT-Domain Blind Watermarking System Using Optimum Detection on Laplacian Model.
Proceedings of the 2000 International Conference on Image Processing, 2000

Modeling the Constraints of Human Hand Motion.
Proceedings of the Workshop on Human Motion, 2000

Detection and Estimation of Pointing Gestures in Dense Disparity Maps.
Proceedings of the 4th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2000), 2000

Gesture Modeling and Recognition Using Finite State Machines.
Proceedings of the 4th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2000), 2000

Discriminant-EM Algorithm with Application to Image Retrieval.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

View-Independent Recognition of Hand Postures.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

Color Tracking by Transductive Learning.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

Optimizing Learning in Image Retrieval.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

Multimodal Speaker Detection Using Error Feedback Dynamic Bayesian Networks.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

Improving Visual Matching.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

Transformed Hidden Markov Models: Estimating Mixture Models of Images and Inferring Spatial Transformations in Video Sequence.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

Learning Patterns from Images by Combining Soft Decisions and Hard Decisions.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

Self-Supervised Learning for Visual Tracking and Recognition of Human Hand.
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000

Facial Motion Capturing Using an Explanation-Based Approach.
Proceedings of the Confluence of Computer Vision and Computer Graphics, 2000

A Framework for Garment Shopping over the Internet.
Proceedings of the Handbook on Electronic Commerce, 2000

Computer Vision and Graphics Techniques for Modeling Dressed Humans.
Proceedings of the Confluence of Computer Vision and Computer Graphics, 2000

1999
Compression of MPEG-4 facial animation parameters for transmission of talking heads.
IEEE Trans. Circuits Syst. Video Technol., 1999

Computer modeling, analysis, and synthesis of dressed humans.
IEEE Trans. Circuits Syst. Video Technol., 1999

Constructing Table-of-Content for Videos.
Multim. Syst., 1999

Information Retrieval Beyond the Text Document.
Libr. Trends, 1999

Image Retrieval: Current Techniques, Promising Directions, and Open Issues.
J. Vis. Commun. Image Represent., 1999

Video key frame extraction by unsupervised clustering and feedback adjustment.
J. Comput. Sci. Technol., 1999

Optimum Fiducials Under Weak Perspective Projection.
Int. J. Comput. Vis., 1999

Variational Learning in Mixed-State Dynamic Graphical Models.
Proceedings of the UAI '99: Proceedings of the Fifteenth Conference on Uncertainty in Artificial Intelligence, Stockholm, Sweden, July 30, 1999

A novel relevance feedback technique in image retrieval.
Proceedings of the 7th ACM International Conference on Multimedia '99, Orlando, FL, USA, October 30, 1999

Temporal sequence learning and recognition with dynamic SOM.
Proceedings of the International Joint Conference Neural Networks, 1999

A new scheme for extracting multi-temporal sequence patterns.
Proceedings of the International Joint Conference Neural Networks, 1999

Efficient Access to Video Content in a Unified Framework.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999

A Unified Structure-Based Framework for Indexing and Gisting of Meetings.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999

Water-Filling: A Novel Way for Image Structural Feature Extraction.
Proceedings of the 1999 International Conference on Image Processing, 1999

Human Hand Modeling, Analysis, and Animation in the Context of HCI.
Proceedings of the 1999 International Conference on Image Processing, 1999

Fast Camera Motion Analysis in Mpeg Domain.
Proceedings of the 1999 International Conference on Image Processing, 1999

Video Sequence Learning and Recognition Via Dynamic Som.
Proceedings of the 1999 International Conference on Image Processing, 1999

Natural Mouse; A Novel Human Computer Interface.
Proceedings of the 1999 International Conference on Image Processing, 1999

Detection and Tracking of Faces and Facial Features.
Proceedings of the 1999 International Conference on Image Processing, 1999

Embedded Face and Facial Expression Recognition.
Proceedings of the 1999 International Conference on Image Processing, 1999

Capturing Articulated Human Hand Motion: A Divide-and-Conquer Approach.
Proceedings of the International Conference on Computer Vision, 1999

Tracking Self-Occluding Articulated Objects in Dense Disparity Maps.
Proceedings of the International Conference on Computer Vision, 1999

Vision-Based Gesture Recognition: A Review.
Proceedings of the Gesture-Based Communication in Human-Computer Interaction, 1999

Explanation-Based Facial Motion Tracking Using a Piecewise Bézier Volume Deformation Model.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

Time-Series Classification Using Mixed-State Dynamic Bayesian Networks.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

Exploiting the Dependencies in Information Fusion.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

Optimal Multi-Scale Matching.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

A Probabilistic Framework for Embedded Face and Facial Expression Recognition.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

1998
A Modified Fourier Descriptor for Shape Matching in MARS.
Proceedings of the Image Databases and Multi-Media Search, 1998

A Region-Based Representation of Images in MARS.
J. VLSI Signal Process., 1998

Animated Talking Head with Personalized 3D Head Model.
J. VLSI Signal Process., 1998

Supporting Ranked Boolean Similarity Queries in MARS.
IEEE Trans. Knowl. Data Eng., 1998

Relevance feedback: a power tool for interactive content-based image retrieval.
IEEE Trans. Circuits Syst. Video Technol., 1998

Toward multimodal human-computer interface.
Proc. IEEE, 1998

Extracting 3D Vortices in Turbulent Fluid Flow.
IEEE Trans. Pattern Anal. Mach. Intell., 1998

Causal fractal compression of video sequences using matching pursuit.
Int. J. Imaging Syst. Technol., 1998

Relevance Feedback Techniques in Interactive Content-Based Image Retrieval.
Proceedings of the Storage and Retrieval for Image and Video Databases VI, 1998

Browsing and retrieving video content in a unified framework.
Proceedings of the Second IEEE Workshop on Multimedia Signal Processing, 1998

Mouth motion learning and generating from observation.
Proceedings of the Second IEEE Workshop on Multimedia Signal Processing, 1998

Emotion recognition from audiovisual information.
Proceedings of the Second IEEE Workshop on Multimedia Signal Processing, 1998

Real-time lip tracking and bimodal continuous speech recognition.
Proceedings of the Second IEEE Workshop on Multimedia Signal Processing, 1998

Facial motion tracking from fine to coarse.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

An IRAM architecture for image analysis and pattern recognition.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

Pattern detection with information-based maximum discrimination and error bootstrapping.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

New devices for 3D pose estimation: mantis eyes, Agann paintings, sundials, and other space fiducials.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

Exploring Video Structure Beyond the Shots.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1998

Adaptive Key Frame Extraction using Unsupervised Clustering.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Deriving Facial Articulation Models from Image Sequences.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

A Hybrid NN-Bayesian Architecture for Information Fusion.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

A High-Performance Shot Boundary Detection Algorithm using Multiple Cues.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Probabalistic Multimedia Objects (Multijects): A Novel Approach to Video Indexing and Retrieval in Multimedia Systems.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Use IRAM for Rasterization.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Digital image/video library and MPEG-7: standardization and research issues.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

A fast orthogonal matching pursuit algorithm.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

Tracking Facial Features Using Probabilistic Network.
Proceedings of the 3rd International Conference on Face & Gesture Recognition (FG '98), 1998

Multimodal Human Emotion/Expression Recognition.
Proceedings of the 3rd International Conference on Face & Gesture Recognition (FG '98), 1998

Connected Vibrations: A Modal Analysis Approach for Non-Rigid Motion Tracking.
Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998

Computer Modeling, Analysis and Synthesis of Dressed Humans.
Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998

Mixtures of Local Linear Subspaces for Face Recognition.
Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998

Bézier Volume Deformation Model for Facial Animation and Video Tracking.
Proceedings of the Modelling and Motion Capture Techniques for Virtual Environments, 1998

On Analysis of Cloth Drape Range Data.
Proceedings of the Computer Vision, 1998

3-D Reconstruction of Multipart Self-Occluding Objects.
Proceedings of the Computer Vision, 1998

1997
A scene adaptive and signal adaptive quantization for subband image and video compression using wavelets.
IEEE Trans. Circuits Syst. Video Technol., 1997

Determining articulated motion from perspective views: A decomposition approach.
Pattern Recognit., 1997

Visual Interpretation of Hand Gestures for Human-Computer Interaction: A Review.
IEEE Trans. Pattern Anal. Mach. Intell., 1997

A Generalized Method for Image Coding Using Fractal-Based Techniques.
J. Vis. Commun. Image Represent., 1997

Automated image registration by maximization of a region similarity metric.
Int. J. Imaging Syst. Technol., 1997

Learning Recognition and Segmentation Using the Cresceptron.
Int. J. Comput. Vis., 1997

Analysis and compression of facial animation parameter set (FAPs).
Proceedings of the First IEEE Workshop on Multimedia Signal Processing, 1997

A successively refinable wavelet-based representation for content-based image retrieval.
Proceedings of the First IEEE Workshop on Multimedia Signal Processing, 1997

A neuronet approach to information fusion.
Proceedings of the First IEEE Workshop on Multimedia Signal Processing, 1997

Supporting Similarity Queries in MARS.
Proceedings of the Fifth ACM International Conference on Multimedia '97, 1997

Supporting Content-based Queries over Images in MARS.
Proceedings of the International Conference on Multimedia Computing and Systems, 1997

Color Image Edge Detection Using Cluster Analysis.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

Content-Based Image Retrieval with Relevance Feedback in MARS.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

Integration of Audio/Visual Information for Use in Human-Computer Intelligent Interaction.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

Efficient Terrain Data Representation for 3D Rendering Using the Generalized BFOS Algorithm.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

Automated registration of multimodality images by maximization of a region similarity measure.
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997

Convergence of Model Based Shape from Shading.
Proceedings of the Image Analysis and Processing, 9th International Conference, 1997

A system/graph theoretical analysis of attractor coders.
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

Object Detection Using Hierarchical MRF and MAP Estimation.
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997

Face Detection With Information-Based Maximum Discrimination.
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997

A Visual Computing Environment for Very Large Scale Biomolecular Modeling.
Proceedings of the 1997 International Conference on Application-Specific Systems, 1997

1996
Optimal edge detection in two-dimensional images.
IEEE Trans. Image Process., 1996

Artifact reduction in low bit rate DCT-based image compression.
IEEE Trans. Image Process., 1996

Algebraic methods for image processing and computer vision.
IEEE Trans. Image Process., 1996

3-D Face Modeling and Its Applications.
Int. J. Pattern Recognit. Artif. Intell., 1996

Characterizing smiles in the context of video phone data compression.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

Speech/gesture interface to a visual computing environment for molecular biologists.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

Multi-scale image warping using weighted Voronoi diagram.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Automatic construction of 3D human face models based on 2D images.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Automated region segmentation using attraction-based grouping in spatial-color-texture space.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Fractal video coding by matching pursuit.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Invited Speech: "Gestural Interface to a visual computing Environment for Molecular biologists".
Proceedings of the 2nd International Conference on Automatic Face and Gesture Recognition (FG '96), 1996

Maximum Likelihood Face Detection.
Proceedings of the 2nd International Conference on Automatic Face and Gesture Recognition (FG '96), 1996

Multimedia Analysis and Retrieval System (MARS) Project.
Proceedings of the Data Processing Clinic: Digital Image Access & Retrieval, 1996

1995
Model-based image coding advanced video coding techniques for very low bit-rate applications.
Proc. IEEE, 1995

Uniqueness of 3D Pose Under Weak Perspective: A Geometrical Proof.
IEEE Trans. Pattern Anal. Mach. Intell., 1995

3D Model-Based Video Coding: Computer Vision Meets Computer Graphics.
Proceedings of the Image Analysis Applications and Computer Graphics, 1995

New robust image operators and applications in automatic facial feature analysis.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

Adaptive quantization with spatial constraints in subband video compression using wavelets.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

3D head pose computation from 2D images: templates versus features.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

Vision Based Hand Modeling and Tracking for Virtual Teleconferencing and Telecollaboration.
Proceedings of the Procedings of the Fifth International Conference on Computer Vision (ICCV 95), 1995

Reconstruction of vector field in fluid measurement.
Proceedings of the 1995 International Conference on Acoustics, 1995

Head Pose Computation for Very Low Bit-rate Video Coding.
Proceedings of the Computer Analysis of Images and Patterns, 6th International Conference, 1995

Intermediate Views for Face Recognition.
Proceedings of the Computer Analysis of Images and Patterns, 6th International Conference, 1995

Computer Vision in Next Generation Image and Video Coding.
Proceedings of the Recent Developments in Computer Vision, 1995

1994
Human face detection in a complex background.
Pattern Recognit., 1994

Motion and structure from feature correspondences: a review.
Proc. IEEE, 1994

Learning and Feature Selection in Stereo Matching.
IEEE Trans. Pattern Anal. Mach. Intell., 1994

Modeling, Analysis, and Visualization of Left Ventricle Shape and Motion by Hierarchical Decomposition.
IEEE Trans. Pattern Anal. Mach. Intell., 1994

Virtual Gun, A Vision Based Human Computer Interface Using the Human Hand.
Proceedings of IAPR Workshop on Machine Vision Applications, 1994

A two-dimensional edge detection scheme for general visual processing.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

Facial feature extraction from color images.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

Analysis-Based Facial Expression Synthesis.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

An Efficient Hidden-Line Removal Method Based on Z-Buffer Algorithm.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

Segmentation of Road Scenes Using Color and Fractal-Based Texture Classification.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

Three Dimensional Subband Video Analysis and Synthesis with Adaptive Clustering in High Frequency Subbands.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

Image Compression and Matching.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

Fractal-Based Techniques for a Generalized Image Coding Method.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

A Knowledge-Based Approach to Volumetric Medical Image Segmentation.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994

A new method for block effect removal in low bit-rate image compression.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

Salient structure analysis of fluid flow.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994

1993
Report on Workshop on High Performance Computing and Communications for Grand Challenge Applications: Computer Vision, Speech and Natural Language Processing, and Artificial Intelligence.
IEEE Trans. Knowl. Data Eng., 1993

Optimal Motion and Structure Estimation.
IEEE Trans. Pattern Anal. Mach. Intell., 1993

Vehicle-Type Motion Estimation From Multi-Frame Images.
IEEE Trans. Pattern Anal. Mach. Intell., 1993

Introduction to the Special Section on 3-D Modeling in Image Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 1993

Learning recognition and segmentation of 3-D objects from 2-D images.
Proceedings of the Fourth International Conference on Computer Vision, 1993

Interpolation of multidimensional random processes with application to fluid flow.
Proceedings of the IEEE International Conference on Acoustics, 1993

A fractal-based image block-coding algorithm.
Proceedings of the IEEE International Conference on Acoustics, 1993

Left ventricle global motion and shape from CT volumetric data.
Proceedings of the IEEE International Conference on Acoustics, 1993

Human face detection in a scene.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1993

Finding Human Faces in a Picture.
Proceedings of the Computer Analysis of Images and Patterns, 5th International Conference, 1993

3-d motion Analysis from Image sequences using Point Correspondences.
Proceedings of the Handbook of Pattern Recognition and Computer Vision, 1993

1992
Three-dimensional motion determination from real scene images using straight line correspondences.
Pattern Recognit., 1992

Matching and motion estimation of three-dimensional point and line sets using eigenstructure without correspondences.
Pattern Recognit., 1992

Motion and Structure from Line Correspondences; Closed-Form Solution, Uniqueness, and Optimization.
IEEE Trans. Pattern Anal. Mach. Intell., 1992

Matching Two Perspective Views.
IEEE Trans. Pattern Anal. Mach. Intell., 1992

Image blurring effects due to depth discontinuities: blurring that creates emergent image details.
Image Vis. Comput., 1992

Curvature-based nonrigid motion analysis from three-dimensional correspondences.
Int. J. Imaging Syst. Technol., 1992

Estimating three-dimensional vehicle motion in an outdoor scene using stereo image sequences.
Int. J. Imaging Syst. Technol., 1992

Complete structure and motion from two monocular sequences without stereo correspondence.
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992

Nondestructive evaluation of civil structures and materials using stereo camera measurements.
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992

Motion analysis of human ambulatory patterns.
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992

Quantization errors in axial motion stereo on rectangular-tessellated image sensors.
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992

Multiscale stereo matching.
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992

Analysis of left ventricle global deformation based on dynamic CT data.
Proceedings of the 11th IAPR International Conference on Pattern Recognition, 1992

Object Recognition by a Self-Organizing Neural Network which Grows Adaptively.
Proceedings of the Parallel Image Analysis, Second International Conference, 1992

Robust and physically-constrained interpolation of fluid flow fields.
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992

Estimating rotation speed from projections in SAR.
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992

Left ventricle motion analysis by hierarchical decomposition.
Proceedings of the 1992 IEEE International Conference on Acoustics, 1992

1991
Motion and structure from point correspondences with error estimation: planar surfaces.
IEEE Trans. Signal Process., 1991

Detecting small, moving objects in image sequences using sequential hypothesis testing.
IEEE Trans. Signal Process., 1991

Determining straight line correspondences from intensity images.
Pattern Recognit., 1991

Detecting the wheel pattern of a vehicle using stereo images.
Pattern Recognit., 1991

An Integrated Approach to 3D Motion Analysis and Object Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 1991

Using Motion from Orthographic Views to Verify 3-D Point Matches.
IEEE Trans. Pattern Anal. Mach. Intell., 1991

A neural net algorithm for multidimensional maximum entropy spectrum estimation.
Neural Networks, 1991

Model based estimation of left ventricle motion.
Proceedings of the 1991 International Conference on Acoustics, 1991

Motion analysis and epicardial deformation estimation from angiography data.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1991

1990
Determination of Camera Location from 2-D to 3-D Line and Point Correspondences.
IEEE Trans. Pattern Anal. Mach. Intell., 1990

Matching 3-D Line Segments with Applications to Multiple-Object Motion Estimation.
IEEE Trans. Pattern Anal. Mach. Intell., 1990

Residual-Based robust estimation and image-motion analysis.
Int. J. Imaging Syst. Technol., 1990

Estimating rigid-body motion from three-dimensional data without matching point correspondences.
Int. J. Imaging Syst. Technol., 1990

Guest editorial.
Int. J. Imaging Syst. Technol., 1990

Terrain analysis from curvature profiles.
Int. J. Imaging Syst. Technol., 1990

Nonrigid object motion and deformation estimation from three-dimensional data.
Int. J. Imaging Syst. Technol., 1990

Finding point correspondences and determining motion of a rigid object from two weak perspective views.
Comput. Vis. Graph. Image Process., 1990

Finding point correspondence and determining motion of a rigid object from two weak perspective views.
Comput. Vis. Graph. Image Process., 1990

Estimating motion and structure from line matches: performance obtained and beyond.
Proceedings of the 10th IAPR International Conference on Pattern Recognition, 1990

Detecting wheels of vehicle in stereo images.
Proceedings of the 10th IAPR International Conference on Pattern Recognition, 1990

Modeling, analysis, and visualization of nonrigid object motion.
Proceedings of the 10th IAPR International Conference on Pattern Recognition, 1990

Parallel implementation and evaluation of motion estimation system algorithms on a distributed memory multiprocessor using knowledge based mappings.
Proceedings of the 10th IAPR International Conference on Pattern Recognition, 1990

Implementation of an MHT-based object detection algorithm on a 2-D processor mesh.
Proceedings of the 10th IAPR International Conference on Pattern Recognition, 1990

Epicardial motion and deformation estimation from coronary artery bifurcation points.
Proceedings of the Third International Conference on Computer Vision, 1990

An analog neural net performing multidimensional maximum entropy spectral estimation.
Proceedings of the 1990 International Conference on Acoustics, 1990

Computer Vision.
Proceedings of the Advances in Computer Graphics VI, Images: Synthesis, 1990

1989
Motion and Structure From Two Perspective Views: Algorithms, Error Analysis, and Error Estimation.
IEEE Trans. Pattern Anal. Mach. Intell., 1989

Image Representation by Sign Information.
IEEE Trans. Pattern Anal. Mach. Intell., 1989

Motion and Structure from Orthographic Projections.
IEEE Trans. Pattern Anal. Mach. Intell., 1989

Some Properties of the E Matrix in Two-View Motion Estimation.
IEEE Trans. Pattern Anal. Mach. Intell., 1989

A Curvature-Based Approach to Terrain Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 1989

Algebraic methods in 3-d motion estimation from two-view point correspondences.
Int. J. Imaging Syst. Technol., 1989

1988
A simple procedure to solve motion and structure from three orthographic views.
IEEE J. Robotics Autom., 1988

Maximal matching of 3-D points for multiple-object motion estimation.
Pattern Recognit., 1988

Correction to "Error Analysis in Stereo Determination of 3-D Point Positions".
IEEE Trans. Pattern Anal. Mach. Intell., 1988

A simplified linear optic flow-motion algorithm.
Comput. Vis. Graph. Image Process., 1988

A linear algorithm for motion estimation using straight line correspondences.
Comput. Vis. Graph. Image Process., 1988

Estimation of rigid body motion using straight line correspondences.
Comput. Vis. Graph. Image Process., 1988

A survey of construction and manipulation of octrees.
Comput. Vis. Graph. Image Process., 1988

Linear Algorithm for Motion Estimation: How to Handle Degenerate Cases.
Proceedings of the Pattern Recognition, 1988

Motion and structure from point correspondences: a robust algorithm for planar case with error estimation.
Proceedings of the 9th International Conference on Pattern Recognition, 1988

Two-view Matching.
Proceedings of the Second International Conference on Computer Vision, 1988

Detection of small moving objects in image sequences using multistage hypothesis testing.
Proceedings of the IEEE International Conference on Acoustics, 1988

Estimating motion/structure from line correspondences: a robust linear algorithm and uniqueness theorems.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1988

Closed-form solution+maximum likelihood: a robust approach to motion and structure estimation.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1988

Determination of camera location from 2D to 3D line and point correspondences.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1988

Motion analysis of nonrigid surfaces.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1988

Feature extraction and terrain matching.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1988

A tree search algorithm for target detection in image sequences.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1988

1987
Motion analysis of isolated targets in infrared image sequences.
Pattern Recognit. Lett., 1987

Motion stereo for navigation of autonomous vehicles in man-made environments.
Pattern Recognit., 1987

3-D Motion Estimation, Understanding, and Prediction from Noisy Image Sequences.
IEEE Trans. Pattern Anal. Mach. Intell., 1987

Matching Perspective Views of a Polyhedron Using Circuits.
IEEE Trans. Pattern Anal. Mach. Intell., 1987

The Effect of Median Filtering on Edge Estimation and Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 1987

Error Analysis in Stereo Determination of 3-D Point Positions.
IEEE Trans. Pattern Anal. Mach. Intell., 1987

Least-Squares Fitting of Two 3-D Point Sets.
IEEE Trans. Pattern Anal. Mach. Intell., 1987

Improvement of discrete band-limited signal extrapolation by iterative subspace modification.
Proceedings of the IEEE International Conference on Acoustics, 1987

Three-dimensional motion estimation by synthetic aperture underwater acoustic systems.
Proceedings of the IEEE International Conference on Acoustics, 1987

Comparison of phase retrieval algorithms.
Proceedings of the IEEE International Conference on Acoustics, 1987

Dynamic Scene Analysis and Motion Estimation.
Proceedings of the ASST '87, 1987

1986
Nonparametric tests for edge detection in noise.
Pattern Recognit., 1986

From two-view motion equations to three-dimensional motion parameters and surface structure: A direct and stable algorithm.
Proceedings of the 1986 IEEE International Conference on Robotics and Automation, 1986

Multi-scale edge detection with Gaussian filters.
Proceedings of the IEEE International Conference on Acoustics, 1986

Performance and limitation of discrete band-limited signal extrapolation.
Proceedings of the IEEE International Conference on Acoustics, 1986

1985
Polynomial system of equations and its applications to the study of the effect of noise on multidimensional Fourier transform phase retrieval from magnitude.
IEEE Trans. Acoust. Speech Signal Process., 1985

Edge-sensitive image restoration using order-constrained least squares methods.
IEEE Trans. Acoust. Speech Signal Process., 1985

Connected Line Drawing Extraction from a Perspective View of a Polyhedron.
IEEE Trans. Pattern Anal. Mach. Intell., 1985

On the stability and sensitivity of multidimensional signal reconstruction from Fourier transform magnitude.
Proceedings of the IEEE International Conference on Acoustics, 1985

On descrete band-limited signal extrapolation.
Proceedings of the IEEE International Conference on Acoustics, 1985

1984
Image registration by matching relational structures.
Pattern Recognit., 1984

Uniqueness and Estimation of Three-Dimensional Motion Parameters of Rigid Objects with Curved Surfaces.
IEEE Trans. Pattern Anal. Mach. Intell., 1984

Some Experiments on Estimating the 3-D Motion Parameters of a Rigid Body from Two Consecutive Image Frames.
IEEE Trans. Pattern Anal. Mach. Intell., 1984

Image enhancement using the median and the interquartile distance.
Comput. Vis. Graph. Image Process., 1984

Solving for 3D motion parameters of a rigid body by a vector geometrical approach: Uniqueness and numerical results.
Proceedings of the IEEE International Conference on Acoustics, 1984

Band-limited signal extrapolation in the presence of noise.
Proceedings of the IEEE International Conference on Acoustics, 1984

1983
Toward automatic undersea search using pattern recognition techniques.
Pattern Recognit., 1983

Determining 3-D motion and structure of a rigid body using the spherical projection.
Comput. Vis. Graph. Image Process., 1983

Solving three-dimensional small-rotation motion equations: Uniqueness, algorithms, and numerical results.
Comput. Vis. Graph. Image Process., 1983

A discrete spatial representation for lateral motion stereo.
Comput. Vis. Graph. Image Process., 1983

Estimating 3-0 Movement of a Rigid Object: Experimental Results.
Proceedings of the 8th International Joint Conference on Artificial Intelligence. Karlsruhe, 1983

Determining 3-D motion and structure of a rigid body using straight line correspondences.
Proceedings of the IEEE International Conference on Acoustics, 1983

Image restoration using order-constrained least-squares methods.
Proceedings of the IEEE International Conference on Acoustics, 1983

1982
Uniqueness and estimation of three-dimensional motion parameters of a rigid planar patch from three perspective views.
Proceedings of the IEEE International Conference on Acoustics, 1982

Interframe coding with general two-dimensional motion compensation.
Proceedings of the IEEE International Conference on Acoustics, 1982

Algorithms and experimental results on image reconstruction from limited data.
Proceedings of the IEEE International Conference on Acoustics, 1982

Nonlinear filtering using linear combinations of order statistics.
Proceedings of the IEEE International Conference on Acoustics, 1982

A Corner Finding Algorithm for Image Analysis and Registration.
Proceedings of the National Conference on Artificial Intelligence, 1982

1981
A subgraph isomorphism algorithm using resolution.
Pattern Recognit., 1981

Three-dimensional motion estimation from image-space shifts.
Proceedings of the IEEE International Conference on Acoustics, 1981

1980
Using the creation machine to locate airplanes on aerial photos.
Pattern Recognit., 1980

Moving image restoration and registration.
Proceedings of the IEEE International Conference on Acoustics, 1980

1979
A Syntactic-Semantic Approach to Image Understanding and Creation.
IEEE Trans. Pattern Anal. Mach. Intell., 1979

1977
Coding of Two-Tone Images.
IEEE Trans. Commun., 1977

An installation for interactive transfer of information from oblique aerial photos to maps.
Proceedings of the Digital Bildverarbeitung, 1977

1975
Bounds on the bit rate of linear runlength codes (Corresp.).
IEEE Trans. Inf. Theory, 1975

Coding of Multilevel Graphics.
IEEE Trans. Commun., 1975

Facsimile Coding by Skipping White.
IEEE Trans. Commun., 1975

1974
An upper bound on the entropy of run-length coding (Corresp.).
IEEE Trans. Inf. Theory, 1974

Optimum Run Length Codes.
IEEE Trans. Commun., 1974

Digital transmission of halftone pictures.
Comput. Graph. Image Process., 1974

1972
Correction to "Piecewise Fourier Transformation for Picture Bandwidth Compression".
IEEE Trans. Commun., 1972

1971
Frequency-domain image errors.
Pattern Recognit., 1971

How the Fast Fourier Transform Got its Name.
Computer, 1971

1970
Introduction to the special issue on image enhancement.
Pattern Recognit., 1970

1969
Errors in frequency-domain processing of images.
Proceedings of the American Federation of Information Processing Societies: AFIPS Conference Proceedings: 1969 Spring Joint Computer Conference, 1969

1967
The effect of BSC on PCM picture quality.
IEEE Trans. Inf. Theory, 1967

1965
The subjective effect of two-dimensional pictorial noise.
IEEE Trans. Inf. Theory, 1965


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