Larry S. Davis

According to our database1, Larry S. Davis authored at least 511 papers between 1975 and 2018.

Collaborative distances:

Awards

ACM Fellow

ACM Fellow 2012, "For contributions to image processing and computer vision.".

Timeline

Legend:

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PhD thesis 
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Homepages:

On csauthors.net:

Bibliography

2018
Preface of Special Issue on Data Representation and Representation Learning for Video Analysis.
Pattern Recognition Letters, 2018

Learning structured ordinal measures for video based face recognition.
Pattern Recognition, 2018

Multi-Task Learning with Low Rank Attribute Embedding for Multi-Camera Person Re-Identification.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Improving Annotation for 3D Pose Dataset of Fine-Grained Object Categories.
CoRR, 2018

Soft Sampling for Robust Object Detection.
CoRR, 2018

3D Pose Estimation for Fine-Grained Object Categories.
CoRR, 2018

SNIPER: Efficient Multi-Scale Training.
CoRR, 2018

Fused Deep Neural Networks for Efficient Pedestrian Detection.
CoRR, 2018

Learning Rich Features for Image Manipulation Detection.
CoRR, 2018

Stacked U-Nets: A No-Frills Approach to Natural Image Segmentation.
CoRR, 2018

Learning to Color from Language.
CoRR, 2018

DCAN: Dual Channel-wise Alignment Networks for Unsupervised Scene Adaptation.
CoRR, 2018

Deep Motion Boundary Detection.
CoRR, 2018

Representing Videos based on Scene Layouts for Recognizing Agent-in-Place Actions.
CoRR, 2018

Class Subset Selection for Transfer Learning using Submodularity.
CoRR, 2018

Two-Stream Neural Networks for Tampered Face Detection.
CoRR, 2018

Face-MagNet: Magnifying Feature Maps to Detect Small Faces.
CoRR, 2018

ReMotENet: Efficient Relevant Motion Event Detection for Large-scale Home Surveillance Videos.
CoRR, 2018

ReMotENet: Efficient Relevant Motion Event Detection for Large-Scale Home Surveillance Videos.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Face-MagNet: Magnifying Feature Maps to Detect Small Faces.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Temporal Difference Networks for Video Action Recognition.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

ActionFlowNet: Learning Motion Representation for Action Recognition.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Learning to Color from Language.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

DCAN: Dual Channel-Wise Alignment Networks for Unsupervised Scene Adaptation.
Proceedings of the Computer Vision - ECCV 2018, 2018

C-WSL: Count-Guided Weakly Supervised Localization.
Proceedings of the Computer Vision - ECCV 2018, 2018

Weakly-Supervised Video Summarization Using Variational Encoder-Decoder and Web Prior.
Proceedings of the Computer Vision - ECCV 2018, 2018

Deception Detection in Videos.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
VRFP: On-the-Fly Video Retrieval Using Web Images and Fast Fisher Vector Products.
IEEE Trans. Multimedia, 2017

Joint Human Detection and Head Pose Estimation via Multistream Networks for RGB-D Videos.
IEEE Signal Process. Lett., 2017

Attributes driven tracklet-to-tracklet person re-identification using latent prototypes space mapping.
Pattern Recognition, 2017

Boundary-sensitive Network for Portrait Segmentation.
CoRR, 2017

Deception Detection in Videos.
CoRR, 2017

R-FCN-3000 at 30fps: Decoupling Detection and Classification.
CoRR, 2017

VITON: An Image-based Virtual Try-on Network.
CoRR, 2017

BlockDrop: Dynamic Inference Paths in Residual Networks.
CoRR, 2017

An Analysis of Scale Invariance in Object Detection - SNIP.
CoRR, 2017

NISP: Pruning Networks using Neuron Importance Score Propagation.
CoRR, 2017

C-WSL: Count-guided Weakly Supervised Localization.
CoRR, 2017

Dynamic Zoom-in Network for Fast Object Detection in Large Images.
CoRR, 2017

A Real-time Action Prediction Framework by Encoding Temporal Evolution for Assembly Tasks.
CoRR, 2017

SSH: Single Stage Headless Face Detector.
CoRR, 2017

Temporal Context Network for Activity Localization in Videos.
CoRR, 2017

Automatic Spatially-aware Fashion Concept Discovery.
CoRR, 2017

Visual Relationship Detection with Internal and External Linguistic Knowledge Distillation.
CoRR, 2017

Weakly-Supervised Spatial Context Networks.
CoRR, 2017

Learning Fashion Compatibility with Bidirectional LSTMs.
CoRR, 2017

Improving Object Detection With One Line of Code.
CoRR, 2017

Learning Discriminative Features via Label Consistent Neural Network.
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Fused DNN: A Deep Neural Network Fusion Approach to Fast and Robust Pedestrian Detection.
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Learning Fashion Compatibility with Bidirectional LSTMs.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

ModelHub: Deep Learning Lifecycle Management.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Towards Unified Data and Lifecycle Management for Deep Learning.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Visual Relationship Detection with Internal and External Linguistic Knowledge Distillation.
Proceedings of the IEEE International Conference on Computer Vision, 2017

SSH: Single Stage Headless Face Detector.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Automatic Spatially-Aware Fashion Concept Discovery.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Temporal Context Network for Activity Localization in Videos.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Soft-NMS - Improving Object Detection with One Line of Code.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Two-Stream Neural Networks for Tampered Face Detection.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

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

Generating Holistic 3D Scene Abstractions for Text-Based Image Retrieval.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

The Amazing Mysteries of the Gutter: Drawing Inferences Between Panels in Comic Book Narratives.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Fast-At: Fast Automatic Thumbnail Generation Using Deep Neural Networks.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

FASON: First and Second Order Information Fusion Network for Texture Recognition.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Detection of Metadata Tampering Through Discrepancy Between Image Content and Metadata Using Multi-task Deep Learning.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

2016
A non-parametric approach to extending generic binary classifiers for multi-classification.
Pattern Recognition, 2016

Joint Image Clustering and Labeling by Matrix Factorization.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Multi-Directional Multi-Level Dual-Cross Patterns for Robust Face Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Guest Editorial: Large Scale Visual Media Geo-Localization.
International Journal of Computer Vision, 2016

Generating Discriminative Object Proposals via Submodular Ranking.
CoRR, 2016

The Role of Context Selection in Object Detection.
CoRR, 2016

Weakly-supervised Discriminative Patch Learning via CNN for Fine-grained Recognition.
CoRR, 2016

Mining Discriminative Triplets of Patches for Fine-Grained Classification.
CoRR, 2016

Weakly Supervised Learning of Heterogeneous Concepts in Videos.
CoRR, 2016

Generalized Deep Image to Image Regression.
CoRR, 2016

Incremental Hashing with Kernels.
CoRR, 2016

Scalable Gaussian Processes for Supervised Hashing.
CoRR, 2016

ActionFlowNet: Learning Motion Representation for Action Recognition.
CoRR, 2016

Modeling Context Between Objects for Referring Expression Understanding.
CoRR, 2016

ModelHub: Towards Unified Data and Lifecycle Management for Deep Learning.
CoRR, 2016

Generating Holistic 3D Scene Abstractions for Text-based Image Retrieval.
CoRR, 2016

Learning Discriminative Features via Label Consistent Neural Network.
CoRR, 2016

The Amazing Mysteries of the Gutter: Drawing Inferences Between Panels in Comic Book Narratives.
CoRR, 2016

Fast-AT: Fast Automatic Thumbnail Generation using Deep Neural Networks.
CoRR, 2016

Fused DNN: A deep neural network fusion approach to fast and robust pedestrian detection.
CoRR, 2016

Parameterizing Region Covariance: An Efficient Way To Apply Sparse Codes On Second Order Statistics.
CoRR, 2016

Learning Temporal Regularity in Video Sequences.
CoRR, 2016

Object detection in 20 questions.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Semantic Binary Codes.
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

Weakly Supervised Learning of Heterogeneous Concepts in Videos.
Proceedings of the Computer Vision - ECCV 2016, 2016

Modeling Context Between Objects for Referring Expression Understanding.
Proceedings of the Computer Vision - ECCV 2016, 2016

Generating Discriminative Object Proposals via Submodular Ranking.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Mining Discriminative Triplets of Patches for Fine-Grained Classification.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

G-CNN: An Iterative Grid Based Object Detector.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Learning Temporal Regularity in Video Sequences.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

The Role of Context Selection in Object Detection.
Proceedings of the British Machine Vision Conference 2016, 2016

Supervised Incremental Hashing.
Proceedings of the British Machine Vision Conference 2016, 2016

Knowledge Transfer with Interactive Learning of Semantic Relationships.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Detection and Segmentation of Moving Objects from Dynamic RGB and Depth Images.
Trans. Edutainment, 2015

Learning predictable binary codes for face indexing.
Pattern Recognition, 2015

Selecting Relevant Web Trained Concepts for Automated Event Retrieval.
CoRR, 2015

Action Recognition with Image Based CNN Features.
CoRR, 2015

Exploiting Local Features from Deep Networks for Image Retrieval.
CoRR, 2015

G-CNN: an Iterative Grid Based Object Detector.
CoRR, 2015

On Large-Scale Retrieval: Binary or n-ary Coding?
CoRR, 2015

Searching for Objects using Structure in Indoor Scenes.
CoRR, 2015

Learning Structured Ordinal Measures for Video based Face Recognition.
CoRR, 2015

Fast Automatic Video Retrieval using Web Images.
CoRR, 2015

SHOE: Supervised Hashing with Output Embeddings.
CoRR, 2015

Re-ranking by Multi-feature Fusion with Diffusion for Image Retrieval.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Unsupervised Feature Extraction Inspired by Latent Low-Rank Representation.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Clauselets: Leveraging Temporally Related Actions for Video Event Analysis.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Hierarchical Spherical Hashing for Compressing High Dimensional Vectors.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Collaborative Fashion Recommendation: A Functional Tensor Factorization Approach.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

SHOE: Sibling Hashing with Output Embeddings.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Multi-Task Learning with Low Rank Attribute Embedding for Person Re-Identification.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Selecting Relevant Web Trained Concepts for Automated Event Retrieval.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Selective Encoding for Recognizing Unreliably Localized Faces.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Vehicle detection using PLS Hough transform.
Proceedings of the 21st Korea-Japan Joint Workshop on Frontiers of Computer Vision, 2015

Class consistent multi-modal fusion with binary features.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Exploiting local features from deep networks for image retrieval.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

Walking and talking: A bilinear approach to multi-label action recognition.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

Searching for Objects using Structure in Indoor Scenes.
Proceedings of the British Machine Vision Conference 2015, 2015


2014
Prototype-Based Methods for Human Movement Modeling.
Computer Vision, A Reference Guide, 2014

Screen-based active user authentication.
Pattern Recognition Letters, 2014

Special issue on background modeling for foreground detection in real-world dynamic scenes.
Mach. Vis. Appl., 2014

Comparing apples to apples in the evaluation of binary coding methods.
CoRR, 2014

Multi-Directional Multi-Level Dual-Cross Patterns for Robust Face Recognition.
CoRR, 2014

Online discriminative dictionary learning for visual tracking.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Composite Discriminant Factor analysis.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Interactive video segmentation using occlusion boundaries and temporally coherent superpixels.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

Object co-labeling in multiple images.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

A Probabilistic Framework for Multimodal Retrieval using Integrative Indian Buffet Process.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Multi-Modal Image Retrieval for Complex Queries using Small Codes.
Proceedings of the International Conference on Multimedia Retrieval, 2014

Toward a non-intrusive, physio- behavioral biometric for smartphones.
Proceedings of the 16th international conference on Human-computer interaction with mobile devices & services, 2014

Toward Sparse Coding on Cosine Distance.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Feedback Loop Between High Level Semantics and Low Level Vision.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Jointly Optimizing 3D Model Fitting and Fine-Grained Classification.
Proceedings of the Computer Vision - ECCV 2014, 2014

Planar Structure Matching under Projective Uncertainty for Geolocation.
Proceedings of the Computer Vision - ECCV 2014, 2014

Joint Learning for Attribute-Consistent Person Re-Identification.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Robust Pose Features for Action Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

Jointly Learning Dictionaries and Subspace Structure for Video-Based Face Recognition.
Proceedings of the Computer Vision - ACCV 2014, 2014

Submodular Reranking with Multiple Feature Modalities for Image Retrieval.
Proceedings of the Computer Vision - ACCV 2014, 2014

PSPGC: Part-Based Seeds for Parametric Graph-Cuts.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
Tracking People's Hands and Feet Using Mixed Network AND/OR Search.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Label Consistent K-SVD: Learning a Discriminative Dictionary for Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Screen Fingerprints: A Novel Modality for Active Authentication.
IT Professional, 2013

A data-driven detection optimization framework.
Neurocomputing, 2013

A unified tree-based framework for joint action localization, recognition and segmentation.
Computer Vision and Image Understanding, 2013

Domain adaptive object detection.
Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013

Vehicle Detection with Context.
Proceedings of the VISAPP 2013, 2013

Predictable Dual-View Hashing.
Proceedings of the 30th International Conference on Machine Learning, 2013

Sampling for unsupervised domain adaptive object detection.
Proceedings of the IEEE International Conference on Image Processing, 2013

Learning Structured Low-Rank Representations for Image Classification.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Collective Activity Detection Using Hinge-loss Markov Random Fields.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

Submodular Salient Region Detection.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Representing Videos Using Mid-level Discriminative Patches.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Unsupervised Abnormal Crowd Activity Detection Using Semiparametric Scan Statistic.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

Learning to Detect Carried Objects with Minimal Supervision.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

Adding Unlabeled Samples to Categories by Learned Attributes.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Discriminative Tensor Sparse Coding for Image Classification.
Proceedings of the British Machine Vision Conference, 2013

System and algorithms on detection of objects embedded in perspective geometry using monocular cameras.
Proceedings of the 10th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2013

2012
Face Identification Using Large Feature Sets.
IEEE Trans. Image Processing, 2012

Recognizing Human Actions by Learning and Matching Shape-Motion Prototype Trees.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Density-Based Multifeature Background Subtraction with Support Vector Machine.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Robust pose invariant face recognition using coupled latent space discriminant analysis.
Computer Vision and Image Understanding, 2012

Class consistent k-means: Application to face and action recognition.
Computer Vision and Image Understanding, 2012

A complementary local feature descriptor for face identification.
Proceedings of the IEEE Workshop on Applications of Computer Vision, 2012

Unsupervised model selection for view-invariant object detection in surveillance environments.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Multi-scale shared features for cascade object detection.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Combining Per-frame and Per-track Cues for Multi-person Action Recognition.
Proceedings of the Computer Vision - ECCV 2012, 2012

Covariance discriminative learning: A natural and efficient approach to image set classification.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

A flow model for joint action recognition and identity maintenance.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Submodular dictionary learning for sparse coding.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

On partial least squares in head pose estimation: How to simultaneously deal with misalignment.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Face verification using sparse representations.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

Data insufficiency in sketch versus photo face recognition.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

Online Semi-Supervised Discriminative Dictionary Learning for Sparse Representation.
Proceedings of the Computer Vision - ACCV 2012, 2012

Qualitative Pose Estimation by Discriminative Deformable Part Models.
Proceedings of the Computer Vision, 2012

Discriminative Dictionary Learning with Pairwise Constraints.
Proceedings of the Computer Vision - ACCV 2012, 2012

2011
Object Detection and Tracking for Intelligent Video Surveillance.
Proceedings of the Multimedia Analysis, Processing and Communications, 2011

Vehicle Detection Using Partial Least Squares.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Predicate Logic Based Image Grammars for Complex Pattern Recognition.
International Journal of Computer Vision, 2011

Multi-Camera Tracking with Adaptive Resource Allocation.
International Journal of Computer Vision, 2011

A case for query by image and text content: searching computer help using screenshots and keywords.
Proceedings of the 20th International Conference on World Wide Web, 2011

Creating contextual help for GUIs using screenshots.
Proceedings of the 24th Annual ACM Symposium on User Interface Software and Technology, 2011

A novel feature descriptor based on the shearlet transform.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Action recognition using Partial Least Squares and Support Vector Machines.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Birdlets: Subordinate categorization using volumetric primitives and pose-normalized appearance.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Face verification using large feature sets and one shot similarity.
Proceedings of the 2011 IEEE International Joint Conference on Biometrics, 2011

Image ranking and retrieval based on multi-attribute queries.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011


Multi-agent event recognition in structured scenarios.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Learning a discriminative dictionary for sparse coding via label consistent K-SVD.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Piecing together the segmentation jigsaw using context.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Local Response Context Applied to Pedestrian Detection.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2011

AVSS 2011 demo session: A large-scale benchmark dataset for event recognition in surveillance video.
Proceedings of the 8th IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2011

2010
Shape-Based Human Detection and Segmentation via Hierarchical Part-Template Matching.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

A Robust and Scalable Approach to Face Identification.
Proceedings of the Computer Vision - ECCV 2010, 2010

Why Did the Person Cross the Road (There)? Scene Understanding Using Probabilistic Logic Models and Common Sense Reasoning.
Proceedings of the Computer Vision, 2010

A Tree-Based Approach to Integrated Action Localization, Recognition and Segmentation.
Proceedings of the Trends and Topics in Computer Vision, 2010

Learning What and How of Contextual Models for Scene Labeling.
Proceedings of the Computer Vision, 2010

2009
A Comprehensive Evaluation Framework and a Comparative Study for Human Detectors.
IEEE Trans. Intelligent Transportation Systems, 2009

Visual Tracking by Continuous Density Propagation in Sequential Bayesian Filtering Framework.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Observing Human-Object Interactions: Using Spatial and Functional Compatibility for Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Segmentation using Appearance of Mesostructure Roughness.
International Journal of Computer Vision, 2009

Probabilistic fusion-based parameter estimation for visual tracking.
Computer Vision and Image Understanding, 2009

Combining multiple kernels for efficient image classification.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2009), 2009

Learning Discriminative Appearance-Based Models Using Partial Least Squares.
Proceedings of the SIBGRAPI 2009, 2009

Assigning cameras to subjects in video surveillance systems.
Proceedings of the 2009 IEEE International Conference on Robotics and Automation, 2009

Concurrent transition and shot detection in football videos using Fuzzy Logic.
Proceedings of the International Conference on Image Processing, 2009

Object detection via boosted deformable features.
Proceedings of the International Conference on Image Processing, 2009

Video Compression and Retrieval of Moving Object Location Applied to Surveillance.
Proceedings of the Image Analysis and Recognition, 6th International Conference, 2009

Human detection using partial least squares analysis.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Recognizing actions by shape-motion prototype trees.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Incremental Multiple Kernel Learning for object recognition.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Robust Human Detection under Occlusion by Integrating Face and Person Detectors.
Proceedings of the Advances in Biometrics, Third International Conference, 2009

Multiple instance fFeature for robust part-based object detection.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Understanding videos, constructing plots learning a visually grounded storyline model from annotated videos.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008
Sequential Kernel Density Approximation and Its Application to Real-Time Visual Tracking.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Constraint Integration for Efficient Multiview Pose Estimation with Self-Occlusions.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

A General Method for Sensor Planning in Multi-Sensor Systems: Extension to Random Occlusion.
International Journal of Computer Vision, 2008

Tracking Down Under: Following the Satin Bowerbird.
Proceedings of the 9th IEEE Workshop on Applications of Computer Vision (WACV 2008), 2008

A Logic Framework for Sports Video Summarization Using Text-Based Semantic Annotation.
Proceedings of the Third International Workshop on Semantic Media Adaptation and Personalization, 2008

Automatic online tuning for fast Gaussian summation.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008

A "Shape Aware" Model for semi-supervised Learning of Objects and its Context.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008

Learning Pairwise Dissimilarity Profiles for Appearance Recognition in Visual Surveillance.
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008

Multi-resolution Tracking in Space and Time.
Proceedings of the Sixth Indian Conference on Computer Vision, Graphics & Image Processing, 2008

Human detection using iterative feature selection and logistic principal component analysis.
Proceedings of the 2008 IEEE International Conference on Robotics and Automation, 2008

Decentralized discovery of camera network topology.
Proceedings of the 2008 Second ACM/IEEE International Conference on Distributed Smart Cameras, 2008

Event Modeling and Recognition Using Markov Logic Networks.
Proceedings of the Computer Vision, 2008

A Pose-Invariant Descriptor for Human Detection and Segmentation.
Proceedings of the Computer Vision, 2008

Beyond Nouns: Exploiting Prepositions and Comparative Adjectives for Learning Visual Classifiers.
Proceedings of the Computer Vision, 2008

Action recognition using ballistic dynamics.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Kernel integral images: A framework for fast non-uniform filtering.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Context and observation driven latent variable model for human pose estimation.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Human appearance modeling for matching across video sequences.
Mach. Vis. Appl., 2007

Pedestrian Detection via Periodic Motion Analysis.
International Journal of Computer Vision, 2007

Appearance-based Human Gallery Construction from Video.
Proceedings of the SIGMAP 2007, 2007

Multi-scale video cropping.
Proceedings of the 15th International Conference on Multimedia 2007, 2007

Real-Time Human Detection and Tracking from Mobile Vehicles.
Proceedings of the IEEE Intelligent Transportation Systems Conference, 2007

Object Tracking at Multiple Levels of Spatial Resolutions.
Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

Human Appearance Change Detection.
Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

Segmentation using Meta-texture Saliency.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Robust Object Trackinng wvith Regional Affine Invariant Features.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

An Interactive Approach to Pose-Assisted and Appearance-based Segmentation of Humans.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Hierarchical Part-Template Matching for Human Detection and Segmentation.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Probabilistic Fusion Tracking Using Mixture Kernel-Based Bayesian Filtering.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

COST: An Approach for Camera Selection and Multi-Object Inference Ordering in Dynamic Scenes.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Learning Higher-order Transition Models in Medium-scale Camera Networks.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

An Ease-of-Use Stereo-Based Particle Filter for Tracking Under Occlusion.
Proceedings of the Human Motion, 2007

Multimodal Tracking for Smart Videoconferencing and Video Surveillance.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Bilattice-based Logical Reasoning for Human Detection.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Objects in Action: An Approach for Combining Action Understanding and Object Perception.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

UMD_VDT, an Integration of Detection and Tracking Methods for Multiple Human Tracking.
Proceedings of the Multimodal Technologies for Perception of Humans, 2007

Classifying Computer Generated Charts.
Proceedings of the International Workshop on Content-Based Multimedia Indexing, 2007

Simultaneous Appearance Modeling and Segmentation for Matching People Under Occlusion.
Proceedings of the Computer Vision, 2007

Task Scheduling in Large Camera Networks.
Proceedings of the Computer Vision, 2007

2006
Detection and Analysis of Hair.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

Constructing task visibility intervals for video surveillance.
Multimedia Syst., 2006

Appearance-based person recognition using color/path-length profile.
J. Visual Communication and Image Representation, 2006

Employing the Hand as an Interface Device.
Journal of Multimedia, 2006

Segmentation of Planar Objects and Their Shadows in Motion Sequences.
International Journal of Computer Vision, 2006

3D Structure Recovery and Unwarping of Surfaces Applicable to Planes.
International Journal of Computer Vision, 2006

Editorial.
International Journal of Computer Vision, 2006

Edge affinity for pose-contour matching.
Computer Vision and Image Understanding, 2006

Web-based 3D planning tool for radiation therapy treatment.
Proceedings of the Proceeding of the Eleventh International Conference on 3D Web Technology, 2006

Visualization of tumor-influenced 3D lung dynamics.
Proceedings of the Medical Imaging 2006: Visualization, 2006

Tracking Articulating Objects from Ground Vehicles using Mixtures of Mixtures.
Proceedings of the 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2006

Parametric Hand Tracking for Recognition of Virtual Drawings.
Proceedings of the 2006 IEEE International Conference on Computer Vision Systems, 2006

Real-Time Human Detection, Tracking, and Verification in Uncontrolled Camera Motion Environments.
Proceedings of the 2006 IEEE International Conference on Computer Vision Systems, 2006

Semi-Parametric Model-Based Clustering for DNA Microarray Data.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Estimation of Anthropomeasures from a Single Calibrated Camera.
Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2006), 2006

3D Surface Reconstruction Using Graph Cuts with Surface Constraints.
Proceedings of the Computer Vision, 2006

Multivalued Default Logic for Identity Maintenance in Visual Surveillance.
Proceedings of the Computer Vision, 2006

Multi-camera Tracking and Segmentation of Occluded People on Ground Plane Using Search-Guided Particle Filtering.
Proceedings of the Computer Vision, 2006

Density Estimation Using Mixtures of Mixtures of Gaussians.
Proceedings of the Computer Vision, 2006

Robust Appearance Modeling for Pedestrian and Vehicle Tracking.
Proceedings of the Multimodal Technologies for Perception of Humans, 2006

Ballistic Hand Movements.
Proceedings of the Articulated Motion and Deformable Objects, 4th International Conference, 2006

Constraint Integration for Multiview Pose Estimation of Humans with Self-Occlusions.
Proceedings of the 3rd International Symposium on 3D Data Processing, 2006

2005
Real-time foreground-background segmentation using codebook model.
Real-Time Imaging, 2005

A video-based framework for the analysis of presentations/posters.
IJDAR, 2005

Background Updating for Visual Surveillance.
Proceedings of the Advances in Visual Computing, First International Symposium, 2005

Segmentation and appearance model building from an image sequence.
Proceedings of the 2005 International Conference on Image Processing, 2005

Pedestrian classification from moving platforms using cyclic motion pattern.
Proceedings of the 2005 International Conference on Image Processing, 2005

Robust observations for object tracking.
Proceedings of the 2005 International Conference on Image Processing, 2005

Extracting regions of symmetry.
Proceedings of the 2005 International Conference on Image Processing, 2005

Closely Coupled Object Detection and Segmentation.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Fast Multiple Object Tracking via a Hierarchical Particle Filter.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Detection, Analysis and Matching of Hair.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Detecting Rotational Symmetries.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

On-Line Density-Based Appearance Modeling for Object Tracking.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Reliable Segmentation of Pedestrians in Moving Scenes.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Efficient Mean-Shift Tracking via a New Similarity Measure.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Fast Illumination-Invariant Background Subtraction Using Two Views: Error Analysis, Sensor Placement and Applications.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Kernel-Based Bayesian Filtering for Object Tracking.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

VidMAP: video monitoring of activity with Prolog.
Proceedings of the Advanced Video and Signal Based Surveillance, 2005

2004
Rendering localized spatial audio in a virtual auditory space.
IEEE Trans. Multimedia, 2004

In Memory of Azriel Rosenfeld.
International Journal of Computer Vision, 2004

Gait Recognition Using Image Self-Similarity.
EURASIP J. Adv. Sig. Proc., 2004

Mining tools for surveillance video.
Proceedings of the Storage and Retrieval Methods and Applications for Multimedia 2004, 2004

Efficient Kernel Machines Using the Improved Fast Gauss Transform.
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004

Monitoring Human Activity using Computer Vision.
Proceedings of the MIS 2004, 2004

Recording and Reproducing High Order Surround Auditory Scenes for Mixed and Augmented Reality.
Proceedings of the 3rd IEEE and ACM International Symposium on Mixed and Augmented Reality (ISMAR 2004), 2004

A Method for Designing Marker-Based Tracking Probes.
Proceedings of the 3rd IEEE and ACM International Symposium on Mixed and Augmented Reality (ISMAR 2004), 2004

Multi-Cue Exemplar-Based Nonparametric Model for Gesture Recognition.
Proceedings of the ICVGIP 2004, 2004

Estimating 3D Hand Position and Orientation Using Stereo.
Proceedings of the ICVGIP 2004, 2004

Detection and Tracking for Surveillance.
Proceedings of the ICVGIP 2004, 2004

Iterative Figure-Ground Discrimination.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Multi-level fast multipole method for thin plate spline evaluation.
Proceedings of the 2004 International Conference on Image Processing, 2004

Uncalibrated stereo rectification for automatic 3d surveillance.
Proceedings of the 2004 International Conference on Image Processing, 2004

A fine-structure image/video quality measure using local statistics.
Proceedings of the 2004 International Conference on Image Processing, 2004

Background modeling and subtraction by codebook construction.
Proceedings of the 2004 International Conference on Image Processing, 2004

Object tracking by adaptive feature extraction.
Proceedings of the 2004 International Conference on Image Processing, 2004

Flexible layout and optimal cancellation of the orthonormality error for spherical microphone arrays.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Visibility Analysis and Sensor Planning in Dynamic Environments.
Proceedings of the Computer Vision, 2004

Structure of Applicable Surfaces from Single Views.
Proceedings of the Computer Vision, 2004

An Efficient and Robust Human Classification Algorithm using Finite Frequencies Probing.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

Incremental Density Approximation and Kernel-Based Bayesian Filtering for Object Tracking.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

Representation and Recognition of Events in Surveillance Video Using Petri Nets.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

Window-Based, Discontinuity Preserving Stereo.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

2003
Efficient Kernel Density Estimation Using the Fast Gauss Transform with Applications to Color Modeling and Tracking.
IEEE Trans. Pattern Anal. Mach. Intell., 2003

M2Tracker: A Multi-View Approach to Segmenting and Tracking People in a Cluttered Scene.
International Journal of Computer Vision, 2003

Enabling a Continuum of Virtual Environment Experiences.
IEEE Computer Graphics and Applications, 2003

Predicting Accuracy in Pose Estimation for Marker-based Tracking.
Proceedings of the 2003 IEEE / ACM International Symposium on Mixed and Augmented Reality (ISMAR 2003), 2003

Pitch and timbre manipulations using cortical representation of sound.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Using computer vision to generate customized spatial audio.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Image-based pan-tilt camera control in a multi-camera surveillance environment.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Mean-shift analysis using quasiNewton methods.
Proceedings of the 2003 International Conference on Image Processing, 2003

Improved Fast Gauss Transform and Efficient Kernel Density Estimation.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Camera calibration using spheres: A semi-definite programming approach.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Pitch and timbre manipulations using cortical representation of sound.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Learning Dynamics for Exemplar-based Gesture Recognition .
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

Probabilistic Tracking in Joint Feature-Spatial Spaces.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

Human Body Pose Estimation Using Silhouette Shape Analysis.
Proceedings of the 2003 IEEE Conference on Advanced Video and Signal Based Surveillance (AVSS 2003), 2003

A Scalable Image-Based Multi-Camera Visual Surveillance System.
Proceedings of the 2003 IEEE Conference on Advanced Video and Signal Based Surveillance (AVSS 2003), 2003

2002
Joint Audio-Visual Tracking Using Particle Filters.
EURASIP J. Adv. Sig. Proc., 2002

Visualization and Imaging in Distributed Collaborative Environments.
IEEE Computer Graphics and Applications, 2002

Dynamic superimposition of synthetic objects on rigid and simple-deformable real objects.
Computers & Graphics, 2002

Methods for Designing Head-Tracking Probes.
Proceedings of the 6th Joint Conference on Information Science, 2002

Methods for Designing Head-Tracking Probes.
Proceedings of the 6th Joint Conference on Information Science, 2002

Merging augmented reality and anatomically correct 3D models in the development of a training tool for endotracheal intubation.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002

Virtual Audio System Customization Using Visual Matching of Ear Parameters.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Near-Optimal Regularization Parameters for Applications in Computer Vision.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Person Identification Using Automatic Height and Stride Estimation.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

A Video Based Interface to Textual Information for the Visually Impaired.
Proceedings of the 4th IEEE International Conference on Multimodal Interfaces (ICMI 2002), 2002

Creation of virtual auditory spaces.
Proceedings of the IEEE International Conference on Acoustics, 2002

Gesture recognition using a probabilistic framework for pose matching.
Proceedings of the Seventh International Conference on Control, 2002

Smiling Faces are Better for Face Recognition.
Proceedings of the 5th IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2002), 2002

Detection of People Carrying Objects: A Motion-Based Recognition Approach.
Proceedings of the 5th IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2002), 2002

Stride and Cadence as a Biometric in Automatic Person Identification and Verification.
Proceedings of the 5th IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2002), 2002

Motion-Based Recognition of People in EigenGait Space.
Proceedings of the 5th IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2002), 2002

M2Tracker: A Multi-view Approach to Segmenting and Tracking People in a Cluttered Scene Using Region-Based Stereo.
Proceedings of the Computer Vision, 2002

View-invariant Estimation of Height and Stride for Gait Recognition.
Proceedings of the Biometric Authentication, 2002

3D Shape Estimation Based on Density Driven Model Fitting.
Proceedings of the 1st International Symposium on 3D Data Processing Visualization and Transmission (3DPVT 2002), 2002

2001
Backpack: Detection of People Carrying Objects Using Silhouettes.
Computer Vision and Image Understanding, 2001

Technologies for Augmented Reality: Calibration for Real-Time Superimposition on Rigid and Simple-Deformable Real Objects.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001

Dynamic Superimposition of Synthetic Objects on Rigid and Simple-Deformable Real Objects.
Proceedings of the 4th International Symposium on Augmented Reality (ISAR 2001), 2001

Multimodal Tracking For Smart Videoconferencing.
Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

Probabilistic Framework for Segmenting People Under Occlusion.
ICCV, 2001

Active speech source localization by a dual coarse-to-fine search.
Proceedings of the IEEE International Conference on Acoustics, 2001

Multimodal 3-D Tracking and Event Detection via the Particle Filter.
Proceedings of the IEEE Workshop on Detection and Recognition of Events in Video, 2001

Efficient Non-Parametric Adaptive Color Modeling Using Fast Gauss Transform.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

A Probabilistic Framework for Surface Reconstruction from Multiple Images.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

EigenGait: Motion-Based Recognition of People Using Image Self-Similarity.
Proceedings of the Audio- and Video-Based Biometric Person Authentication, 2001

2000
W4: Real-Time Surveillance of People and Their Activities.
IEEE Trans. Pattern Anal. Mach. Intell., 2000

Robust Real-Time Periodic Motion Detection, Analysis, and Applications.
IEEE Trans. Pattern Anal. Mach. Intell., 2000

Real-time multiple vehicle detection and tracking from a moving vehicle.
Mach. Vis. Appl., 2000

Learned Models for Estimation of Rigid and Articulated Human Motion from Stationary or Moving Camera.
International Journal of Computer Vision, 2000

An audio-video front-end for multimedia applications.
Proceedings of the IEEE International Conference on Systems, 2000

An Appearance-Based Body Model for Multiple People Tracking.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

A Fast Background Scene Modeling and Maintenance for Outdoor Surveillance.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Tracking Humans from a Moving Platform.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Smart Videoconferencing.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

Look Who's Talking: Speaker Detection using Video and Audio Correlation.
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

A Probabilistic Framework for Rigid and Non-Rigid Appearance Based Tracking and Recognition.
Proceedings of the 4th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2000), 2000

Quasi-Random Sampling for Condensation.
Proceedings of the Computer Vision - ECCV 2000, 6th European Conference on Computer Vision, Dublin, Ireland, June 26, 2000

Non-parametric Model for Background Subtraction.
Proceedings of the Computer Vision - ECCV 2000, 6th European Conference on Computer Vision, Dublin, Ireland, June 26, 2000

Robust Periodic Motion and Motion Symmetry Detection.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

A Distributed System for Real-Time Volume Reconstruction.
Proceedings of the Fifth International Workshop on Computer Architectures for Machine Perception (CAMP 2000), 2000

1999
Temporal Multi-Scale Models for Flow and Acceleration.
International Journal of Computer Vision, 1999

Detection of Independent Motion Using Directional Motion Estimation.
Computer Vision and Image Understanding, 1999

Active Outdoor Surveillance.
Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999

Hydra: Multiple People Detection and Tracking Using Silhouettes.
Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999

Single Camera Multiplexing for Multi-Target Tracking.
Proceedings of the 1oth International Conference on Image Analysis and Processing (ICIAP 1999), 1999

Tracking Rigid Motion using a Compact-Structure Constraint.
ICCV, 1999

Estimation of Composite Object and Camera Image Motion.
ICCV, 1999

Backpack: Detection of People Carrying Objects using Silhouettes.
ICCV, 1999

Real-Time Periodic Motion Detection, Analysis, and Applications.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

1998
The Design and Evaluation of a High-Performance Earth Science Database.
Parallel Computing, 1998

Appearance-based automatic target recognition in overhead LADAR range imagery.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

Ghost: a human body part labeling system using silhouettes.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

View-based detection and analysis of periodic motion.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

Learned Temporal Models of Image Motion.
ICCV, 1998

What Can Projections of Flow Fields Tell Us About Visual Motion.
ICCV, 1998

W4: Who? When? Where? What? A Real Time System for Detecting and Tracking People.
Proceedings of the 3rd International Conference on Face & Gesture Recognition (FG '98), 1998

W4S: A real-time system detecting and tracking people in 2 1/2D.
Proceedings of the Computer Vision, 1998

W4: A Real Time System for Detecting and Tracking People.
Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998

Interpretation of Complex Scenes Using Bayesian Networks.
Proceedings of the Computer Vision, 1998

Visual Surveillance of Human Activity.
Proceedings of the Computer Vision, 1998

1997
Parallelizing and Algorithm for Visibility on Polyhedral Terrain.
Int. J. Comput. Geometry Appl., 1997

Temporal Multi-scale Models for Flow and Acceleration.
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997

1996
Human expression recognition from motion using a radial basis function network architecture.
IEEE Trans. Neural Networks, 1996

An improved radial basis function network for visual autonomous road following.
IEEE Trans. Neural Networks, 1996

Parallel algorithms for image enhancement and segmentation by region growing, with an experimental study.
The Journal of Supercomputing, 1996

Recognizing Human Facial Expressions From Long Image Sequences Using Optical Flow.
IEEE Trans. Pattern Anal. Mach. Intell., 1996

Iterative Pose Estimation Using Coplanar Feature Points.
Computer Vision and Image Understanding, 1996

Parallel Algorithms for Image Enhancement and Segmentation by Region Growing with an Experimental Study.
Proceedings of IPPS '96, 1996

Object recognition by fast hypothesis generation and reasoning about object interactions.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

Recognition of head gestures using hidden Markov models.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

Computing 3-D head orientation from a monocular image sequence.
Proceedings of the 2nd International Conference on Automatic Face and Gesture Recognition (FG '96), 1996

A High Performance Image Database System for Remotely Sensed Imagery.
Proceedings of the Euro-Par '96 Parallel Processing, 1996

Parallel Image/Video Processing and Computer Arithmetic.
Proceedings of the Euro-Par '96 Parallel Processing, 1996

3-D model-based tracking of humans in action: a multi-view approach.
Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96), 1996

1995
Texture classification by center-symmetric auto-correlation, using Kullback discrimination of distributions.
Pattern Recognition Letters, 1995

Egomotion analysis based on the Frenet-Serret motion model.
International Journal of Computer Vision, 1995

Model-based object pose in 25 lines of code.
International Journal of Computer Vision, 1995

1994
Parallel Terrain Triangulation.
International Journal of Geographical Information Systems, 1994

Parallel search for the interpretation of aerial images.
Concurrency - Practice and Experience, 1994

High performance computing for land cover dynamics.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

Computing spatio-temporal representations of human faces.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994

Site model supported monitoring of aerial images.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994

1993
Stealth terrain navigation.
IEEE Trans. Systems, Man, and Cybernetics, 1993

Parallel curve matching on the Connection Machine.
Pattern Recognition Letters, 1993

Efficient Parallel Processing of Image Contours.
IEEE Trans. Pattern Anal. Mach. Intell., 1993

A Parallel Algorithm for the Visibility of a Simple Polygon Using Scan Operations.
CVGIP: Graphical Model and Image Processing, 1993

Region-to-region visibility analysis using data parallel machines.
Concurrency - Practice and Experience, 1993

Egomotion analysis based on the Frenet-Serret motion model.
Proceedings of the Fourth International Conference on Computer Vision, 1993

Labeling of human face components from range data.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1993

Early vision processing using a multi-stage diffusion process.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1993

Iterative pose estimation using coplanar points.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1993

1992
Surface reconstruction (of rough terrain) in range image shadows.
Pattern Recognition Letters, 1992

Exact and Approximate Solutions of the Perspective-Three-Point Problem.
IEEE Trans. Pattern Anal. Mach. Intell., 1992

Stealth Terrain Navigation for Multi-Vehicle Path Planning.
IJPRAI, 1992

Replicated Image Algorithms and Their Analyses on SIMD Machines.
IJPRAI, 1992

Replicated data algorithms in image processing.
CVGIP: Image Understanding, 1992

Effective Use of SIMD Parallelism in Low- and Intermediate-Level Vision.
IEEE Computer, 1992

Navigation with uncertainty: reaching a goal in a high collision risk region.
Proceedings of the 1992 IEEE International Conference on Robotics and Automation, 1992

Model-Based Object Pose in 25 Lines of Code.
Proceedings of the Computer Vision, 1992

Computational ground and airborne localization over rough terrain.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1992

1991
Visual navigation at the University of Maryland.
Robotics and Autonomous Systems, 1991

Parallel calculation of 3-D pose of a known object in a single view.
Pattern Recognition Letters, 1991

Parallel algorithms for testing if a point is inside a closed curve.
Pattern Recognition Letters, 1991

Textural analysis of range images.
Pattern Recognition Letters, 1991

1990
A flexible tool for prototyping ALV road following algorithms.
IEEE Trans. Robotics and Automation, 1990

Efficient Algorithms for Obstacle Detection Using Range Data.
Computer Vision, Graphics, and Image Processing, 1990

Recognizing Objects in Range Images and Finding Their Position in Space.
IEA/AIE (Vol. 1), 1990

Speedup Analysis of Centralized Parallel Heuristic Search Algorithms.
Proceedings of the 1990 International Conference on Parallel Processing, 1990

Inverse Perspective Of A Triangle: New Exact And Approximate Solutions.
Proceedings of the Computer Vision, 1990

1989
On Computing Complete Histograms of Images in Log (n) Steps Using Hypercubes.
IEEE Trans. Pattern Anal. Mach. Intell., 1989

Parallel Iterative A* Search: An Admissible Distributed Heuristic Search Algorithm.
Proceedings of the 11th International Joint Conference on Artificial Intelligence. Detroit, 1989

Visual Navigation a the University of Maryland.
Proceedings of the Intelligent Autonomous Systems 2, 1989

Efficient Multiresolution Image Processing on Hypercube Connected SIMD Machines.
Proceedings of the Foundations of Data Organization and Algorithms, 1989

1988
Road boundary detection in range imagery for an autonomous robot.
IEEE J. Robotics and Automation, 1988

Pose Determination of a Three-Dimensional Object Using Triangle Pairs.
IEEE Trans. Pattern Anal. Mach. Intell., 1988

An expert vision system for autonomous land vehicle road following.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1988

1987
A visual navigation system for autonomous land vehicles.
IEEE J. Robotics and Automation, 1987

A new class of edge-preserving smoothing filters.
Pattern Recognition Letters, 1987

Texture discrimination by projective invariants.
Pattern Recognition Letters, 1987

Parallel Vision Algorithms: An Approach.
Proceedings of the Third SIAM Conference on Parallel Processing for Scientific Computing, 1987

1986
Multiresolution path planning for mobile robots.
IEEE J. Robotics and Automation, 1986

Hypothesis integration in image understanding systems.
Computer Vision, Graphics, and Image Processing, 1986

A visual navigation system.
Proceedings of the 1986 IEEE International Conference on Robotics and Automation, 1986

Visual Navigation of Roadways.
Proceedings of the Intelligent Autonomous Systems, 1986

1985
Noisy image restoration by cost function minimization.
Pattern Recognition Letters, 1985

Texture classification by local rank correlation.
Computer Vision, Graphics, and Image Processing, 1985

Visual algorithms for autonomous navigation.
Proceedings of the 1985 IEEE International Conference on Robotics and Automation, 1985

1984
Two-dimensional object recognition by matching local properties of contour points.
Pattern Recognition Letters, 1984

An iterative hough procedure for three-dimensional object recognition.
Pattern Recognition, 1984

Local Estimation of the Uniform Error Threshold.
IEEE Trans. Pattern Anal. Mach. Intell., 1984

Artificial Intelligence Research at the University of Maryland.
AI Magazine, 1984

1983
Experiments with texture classification using averages of local pattern matches.
IEEE Trans. Systems, Man, and Cybernetics, 1983

Image sequence enhancements based on the normal component of image motion.
Pattern Recognition Letters, 1983

Motion estimation based on multiple local constraints and nonlinear smoothing.
Pattern Recognition, 1983

Image analysis of solid-liquid interface morphology in freezing solutions.
Pattern Recognition, 1983

Automatic segmentation of electron micrographs of berea sandstone cross-sections.
Pattern Recognition, 1983

Subpixel edge estimation.
Pattern Recognition, 1983

Sub-pixel edge estimation.
Pattern Recognition, 1983

Efficient Recovery of Shape from Texture.
IEEE Trans. Pattern Anal. Mach. Intell., 1983

An experiment in multispectral, multitemporal crop classification using relaxation techniques.
Computer Vision, Graphics, and Image Processing, 1983

Contour-based motion estimation.
Computer Vision, Graphics, and Image Processing, 1983

1982
Hierarchical generalized Hough transforms and line-segment based generalized H ugh transforms.
Pattern Recognition, 1982

An experiment in multi-spectral, multi-temporal crop classification using relaxation techniques.
Computer Graphics and Image Processing, 1982

Contour-based motion estimation.
Computer Graphics and Image Processing, 1982

MITES (mit-æs): A model-driven, iterative texture segmentation algorithm.
Computer Graphics and Image Processing, 1982

A structural analysis of complex aerial photographs : Makoto Nagao and Takashi Matsuyama. Plenum Press, New York, 1980. 199 pages.
Computer Graphics and Image Processing, 1982

Mites (mit-∂s): A model-driven, iterative texture segmentation algorithm.
Computer Graphics and Image Processing, 1982

1981
Hierarchical models and analysis of shape.
Pattern Recognition, 1981

Polarograms: A new tool for image texture analysis.
Pattern Recognition, 1981

Hierarchical Constraint Processes for Shape Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 1981

An Empirical Evaluation of Generalized Cooccurrence Matrices.
IEEE Trans. Pattern Anal. Mach. Intell., 1981

Cooperating Processes for Low-Level Vision: A Survey.
Artif. Intell., 1981

1980
Approximate pattern matching in a pattern database system.
Inf. Syst., 1980

1979
Some experiments in image segmentation by clustering of local feature values.
Pattern Recognition, 1979

Texture Analysis Using Generalized Co-Occurrence Matrices.
IEEE Trans. Pattern Anal. Mach. Intell., 1979

Shape Matching Using Relaxation Techniques.
IEEE Trans. Pattern Anal. Mach. Intell., 1979

Pattern Databases.
Proceedings of the Data Base Design Techniques II: Physical Structures and Applications, 1979

1978
Piecewise Approximation of Pictures Using Maximal Neighborhoods.
IEEE Trans. Computers, 1978

Reduction operations for constraint satisfaction.
Inf. Sci., 1978

1977
A Corner-Finding Algorithm for Chain-Coded Curves.
IEEE Trans. Computers, 1977

Curve Segmentation by Relaxation Labeling.
IEEE Trans. Computers, 1977

Understanding Shape: Angles and Sides.
IEEE Trans. Computers, 1977

Detecting Natural "Plateaus" in One-Dimensional Patterns.
IEEE Trans. Computers, 1977

1976
A Note on Thinning.
IEEE Trans. Systems, Man, and Cybernetics, 1976

On Models for Line Detection.
IEEE Trans. Systems, Man, and Cybernetics, 1976

Scene segmentation by cluster detection in color spaces.
SIGART Newsletter, 1976

1975
Region Extraction by Averaging and Thresholding.
IEEE Trans. Systems, Man, and Cybernetics, 1975

Picture Segmentation by Texture Discrimination.
IEEE Trans. Computers, 1975

Detection of Step Edges in Noisy One-Dimensional Data.
IEEE Trans. Computers, 1975

General-purpose models: expectations about the unexpected.
SIGART Newsletter, 1975

General Purpose Models: Expectations About The Unexpected.
Proceedings of the Advance Papers of the Fourth International Joint Conference on Artificial Intelligence, 1975


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