Dacheng Tao

According to our database1, Dacheng Tao
  • authored at least 691 papers between 2004 and 2018.
  • has a "Dijkstra number"2 of three.

Awards

IEEE Fellow

IEEE Fellow 2015, "For contributions to pattern recognition and visual analytics".

Timeline

Legend:

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In proceedings 
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PhD thesis 
Other 

Links

Homepage:

On csauthors.net:

Bibliography

2018
Person Re-Identification With Metric Learning Using Privileged Information.
IEEE Trans. Image Processing, 2018

Sparse representation based multi-sensor image fusion for multi-focus and multi-modality images: A review.
Information Fusion, 2018

2017
Discriminative GoDec+ for Classification.
IEEE Trans. Signal Processing, 2017

Coarse-to-Fine Learning for Single-Image Super-Resolution.
IEEE Trans. Neural Netw. Learning Syst., 2017

A Biologically Inspired Appearance Model for Robust Visual Tracking.
IEEE Trans. Neural Netw. Learning Syst., 2017

Large-Cone Nonnegative Matrix Factorization.
IEEE Trans. Neural Netw. Learning Syst., 2017

Deep Neural Network for Structural Prediction and Lane Detection in Traffic Scene.
IEEE Trans. Neural Netw. Learning Syst., 2017

The Twist Tensor Nuclear Norm for Video Completion.
IEEE Trans. Neural Netw. Learning Syst., 2017

Feature Selection Based on Structured Sparsity: A Comprehensive Study.
IEEE Trans. Neural Netw. Learning Syst., 2017

Label Propagation via Teaching-to-Learn and Learning-to-Teach.
IEEE Trans. Neural Netw. Learning Syst., 2017

Asymmetric Binary Coding for Image Search.
IEEE Trans. Multimedia, 2017

PLTD: Patch-Based Low-Rank Tensor Decomposition for Hyperspectral Images.
IEEE Trans. Multimedia, 2017

Robust Dual Clustering with Adaptive Manifold Regularization.
IEEE Trans. Knowl. Data Eng., 2017

Spectral Ensemble Clustering via Weighted K-Means: Theoretical and Practical Evidence.
IEEE Trans. Knowl. Data Eng., 2017

Joint Structured Sparsity Regularized Multiview Dimension Reduction for Video-Based Facial Expression Recognition.
ACM TIST, 2017

Large Sparse Cone Non-negative Matrix Factorization for Image Annotation.
ACM TIST, 2017

Multifeature Anisotropic Orthogonal Gaussian Process for Automatic Age Estimation.
ACM TIST, 2017

Friend or Foe: Fine-Grained Categorization With Weak Supervision.
IEEE Trans. Image Processing, 2017

DCT Regularized Extreme Visual Recovery.
IEEE Trans. Image Processing, 2017

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

Global Hashing System for Fast Image Search.
IEEE Trans. Image Processing, 2017

Robust, Efficient Depth Reconstruction With Hierarchical Confidence-Based Matching.
IEEE Trans. Image Processing, 2017

Joint Hierarchical Category Structure Learning and Large-Scale Image Classification.
IEEE Trans. Image Processing, 2017

dipIQ: Blind Image Quality Assessment by Learning-to-Rank Discriminable Image Pairs.
IEEE Trans. Image Processing, 2017

Elastic Net Hypergraph Learning for Image Clustering and Semi-Supervised Classification.
IEEE Trans. Image Processing, 2017

Distributed Adaptive Binary Quantization for Fast Nearest Neighbor Search.
IEEE Trans. Image Processing, 2017

Adaptive Cascade Regression Model For Robust Face Alignment.
IEEE Trans. Image Processing, 2017

Discriminative Multi-View Interactive Image Re-Ranking.
IEEE Trans. Image Processing, 2017

Robust Object Tracking With Discrete Graph-Based Multiple Experts.
IEEE Trans. Image Processing, 2017

Heterogeneous Face Recognition: A Common Encoding Feature Discriminant Approach.
IEEE Trans. Image Processing, 2017

Robust and Discriminative Labeling for Multi-Label Active Learning Based on Maximum Correntropy Criterion.
IEEE Trans. Image Processing, 2017

Coupled Deep Autoencoder for Single Image Super-Resolution.
IEEE Trans. Cybernetics, 2017

Deep Multimodal Distance Metric Learning Using Click Constraints for Image Ranking.
IEEE Trans. Cybernetics, 2017

Active Multitask Learning With Trace Norm Regularization Based on Excess Risk.
IEEE Trans. Cybernetics, 2017

Stacked Convolutional Denoising Auto-Encoders for Feature Representation.
IEEE Trans. Cybernetics, 2017

Exploring Representativeness and Informativeness for Active Learning.
IEEE Trans. Cybernetics, 2017

Dynamically Modulated Mask Sparse Tracking.
IEEE Trans. Cybernetics, 2017

Combining local and global: Rich and robust feature pooling for visual recognition.
Pattern Recognition, 2017

Diversified dictionaries for multi-instance learning.
Pattern Recognition, 2017

Multi-layer multi-view topic model for classifying advertising video.
Pattern Recognition, 2017

Pose-invariant face recognition with homography-based normalization.
Pattern Recognition, 2017

Algorithm-Dependent Generalization Bounds for Multi-Task Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

LSV-Based Tail Inequalities for Sums of Random Matrices.
Neural Computation, 2017

Real-time traffic jams prediction inspired by Biham, Middleton and Levine (BML) model.
Inf. Sci., 2017

LAM3L: Locally adaptive maximum margin metric learning for visual data classification.
Neurocomputing, 2017

Learning with Biased Complementary Labels.
CoRR, 2017

Duality-free Methods for Stochastic Composition Optimization.
CoRR, 2017

Transforming Cooling Optimization for Green Data Center via Deep Reinforcement Learning.
CoRR, 2017

Joint Hierarchical Category Structure Learning and Large-Scale Image Classification.
CoRR, 2017

Learning with Bounded Instance- and Label-dependent Label Noise.
CoRR, 2017

A Compromise Principle in Deep Monocular Depth Estimation.
CoRR, 2017

Beyond Bilinear: Generalized Multi-modal Factorized High-order Pooling for Visual Question Answering.
CoRR, 2017

Multi-modal Factorized Bilinear Pooling with Co-Attention Learning for Visual Question Answering.
CoRR, 2017

Sparse Representation based Multi-sensor Image Fusion: A Review.
CoRR, 2017

Privileged Multi-label Learning.
CoRR, 2017

Perceptual Adversarial Networks for Image-to-Image Transformation.
CoRR, 2017

Towards Evolutional Compression.
CoRR, 2017

Manifold Regularized Slow Feature Analysis for Dynamic Texture Recognition.
CoRR, 2017

Algorithmic stability and hypothesis complexity.
CoRR, 2017

Cross disease analysis of co-functional microRNA pairs on a reconstructed network of disease-gene-microRNA tripartite.
BMC Bioinformatics, 2017

Causal Discovery from Temporally Aggregated Time Series.
Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence, 2017

Learning from Multiple Teacher Networks.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Adaptive Manifold Regularized Matrix Factorization for Data Clustering.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Privileged Multi-label Learning.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Multi-Positive and Unlabeled Learning.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Tag Disentangled Generative Adversarial Network for Object Image Re-rendering.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

On Gleaning Knowledge from Multiple Domains for Active Learning.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Improving Stochastic Block Models by Incorporating Power-Law Degree Characteristic.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

General Heterogeneous Transfer Distance Metric Learning via Knowledge Fragments Transfer.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Exploiting High-Order Information in Heterogeneous Multi-Task Feature Learning.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Understanding How Feature Structure Transfers in Transfer Learning.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Fast SVM Trained by Divide-and-Conquer Anchors.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Classification and Representation Joint Learning via Deep Networks.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Collaborative Rating Allocation.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Privileged Matrix Factorization for Collaborative Filtering.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Beyond Filters: Compact Feature Map for Portable Deep Model.
Proceedings of the 34th International Conference on Machine Learning, 2017

Algorithmic Stability and Hypothesis Complexity.
Proceedings of the 34th International Conference on Machine Learning, 2017

On Compressing Deep Models by Low Rank and Sparse Decomposition.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017


Improving Training of Deep Neural Networks via Singular Value Bounding.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Robust Manifold Matrix Factorization for Joint Clustering and Feature Extraction.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Pairwise Relationship Guided Deep Hashing for Cross-Modal Retrieval.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

A Diversified Generative Latent Variable Model for WiFi-SLAM.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Beyond RPCA: Flattening Complex Noise in the Frequency Domain.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Patch Reordering: A NovelWay to Achieve Rotation and Translation Invariance in Convolutional Neural Networks.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Cost-Sensitive Feature Selection via F-Measure Optimization Reduction.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Structure Regularized Unsupervised Discriminant Feature Analysis.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Shape-Constrained Sparse and Low-Rank Decomposition for Auroral Substorm Detection.
IEEE Trans. Neural Netw. Learning Syst., 2016

Multiple Representations-Based Face Sketch-Photo Synthesis.
IEEE Trans. Neural Netw. Learning Syst., 2016

On the Performance of Manhattan Nonnegative Matrix Factorization.
IEEE Trans. Neural Netw. Learning Syst., 2016

Similarity Constraints-Based Structured Output Regression Machine: An Approach to Image Super-Resolution.
IEEE Trans. Neural Netw. Learning Syst., 2016

Speckle Reduction in 3D Optical Coherence Tomography of Retina by A-Scan Reconstruction.
IEEE Trans. Med. Imaging, 2016

Scalable Semi-Supervised Learning by Efficient Anchor Graph Regularization.
IEEE Trans. Knowl. Data Eng., 2016

Fast Sampling for Time-Varying Determinantal Point Processes.
TKDD, 2016

Video Face Editing Using Temporal-Spatial-Smooth Warping.
ACM TIST, 2016

Mutual Component Analysis for Heterogeneous Face Recognition.
ACM TIST, 2016

A Comprehensive Survey on Pose-Invariant Face Recognition.
ACM TIST, 2016

Kernel Learning for Dynamic Texture Synthesis.
IEEE Trans. Image Processing, 2016

Local Rademacher Complexity for Multi-Label Learning.
IEEE Trans. Image Processing, 2016

Multinomial Latent Logistic Regression for Image Understanding.
IEEE Trans. Image Processing, 2016

Dual Diversified Dynamical Gaussian Process Latent Variable Model for Video Repairing.
IEEE Trans. Image Processing, 2016

Removing Turbulence Effect via Hybrid Total Variation and Deformation-Guided Kernel Regression.
IEEE Trans. Image Processing, 2016

Non-Local Auto-Encoder With Collaborative Stabilization for Image Restoration.
IEEE Trans. Image Processing, 2016

Coupled Learning for Facial Deblur.
IEEE Trans. Image Processing, 2016

A Fast Optimization Method for General Binary Code Learning.
IEEE Trans. Image Processing, 2016

Large Margin Multi-Modal Multi-Task Feature Extraction for Image Classification.
IEEE Trans. Image Processing, 2016

Simple to Complex Transfer Learning for Action Recognition.
IEEE Trans. Image Processing, 2016

Query-Adaptive Hash Code Ranking for Large-Scale Multi-View Visual Search.
IEEE Trans. Image Processing, 2016

Dual Sparse Constrained Cascade Regression for Robust Face Alignment.
IEEE Trans. Image Processing, 2016

Query-Adaptive Reciprocal Hash Tables for Nearest Neighbor Search.
IEEE Trans. Image Processing, 2016

Aging Face Recognition: A Hierarchical Learning Model Based on Local Patterns Selection.
IEEE Trans. Image Processing, 2016

Correlated Logistic Model With Elastic Net Regularization for Multilabel Image Classification.
IEEE Trans. Image Processing, 2016

SERF: A Simple, Effective, Robust, and Fast Image Super-Resolver From Cascaded Linear Regression.
IEEE Trans. Image Processing, 2016

Unified Photo Enhancement by Discovering Aesthetic Communities From Flickr.
IEEE Trans. Image Processing, 2016

Multi-View Object Retrieval via Multi-Scale Topic Models.
IEEE Trans. Image Processing, 2016

Connected Component Model for Multi-Object Tracking.
IEEE Trans. Image Processing, 2016

Multi-Modal Curriculum Learning for Semi-Supervised Image Classification.
IEEE Trans. Image Processing, 2016

Beyond the Sparsity-Based Target Detector: A Hybrid Sparsity and Statistics-Based Detector for Hyperspectral Images.
IEEE Trans. Image Processing, 2016

BIT: Biologically Inspired Tracker.
IEEE Trans. Image Processing, 2016

DehazeNet: An End-to-End System for Single Image Haze Removal.
IEEE Trans. Image Processing, 2016

p-Laplacian Regularized Sparse Coding for Human Activity Recognition.
IEEE Trans. Industrial Electronics, 2016

Hyperspectral Image Restoration via Iteratively Regularized Weighted Schatten p-Norm Minimization.
IEEE Trans. Geoscience and Remote Sensing, 2016

Relative Attribute SVM+ Learning for Age Estimation.
IEEE Trans. Cybernetics, 2016

Perceptual Attributes Optimization for Multivideo Summarization.
IEEE Trans. Cybernetics, 2016

Representative Vector Machines: A Unified Framework for Classical Classifiers.
IEEE Trans. Cybernetics, 2016

Big data meets multimedia analytics.
Signal Processing, 2016

DropSample: A new training method to enhance deep convolutional neural networks for large-scale unconstrained handwritten Chinese character recognition.
Pattern Recognition, 2016

Two-Dimensional Whitening Reconstruction for Enhancing Robustness of Principal Component Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Weakly Supervised Large Scale Object Localization with Multiple Instance Learning and Bag Splitting.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Classification with Noisy Labels by Importance Reweighting.
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

Per-Round Knapsack-Constrained Linear Submodular Bandits.
Neural Computation, 2016

Dimensionality-Dependent Generalization Bounds for k-Dimensional Coding Schemes.
Neural Computation, 2016

M3 CSR: Multi-view, multi-scale and multi-component cascade shape regression.
Image Vision Comput., 2016

A multi-task model for simultaneous face identification and facial expression recognition.
Neurocomputing, 2016

A minimal Munsell value error based laser printer model.
Neurocomputing, 2016

Hyperspectral signal unmixing based on constrained non-negative matrix factorization approach.
Neurocomputing, 2016

Recent advances in Support Vector Machines.
Neurocomputing, 2016

Big learning in social media analytics.
Neurocomputing, 2016

Pattern Recognition, Part 2.
IEEE Intelligent Systems, 2016

Pattern Recognition, Part 1 [Guest editors' introduction].
IEEE Intelligent Systems, 2016

Streaming Label Learning for Modeling Labels on the Fly.
CoRR, 2016

Streaming View Learning.
CoRR, 2016

Multi-View Subspace Clustering via Relaxed L1-Norm of Tensor Multi-Rank.
CoRR, 2016

Parts for the Whole: The DCT Norm for Extreme Visual Recovery.
CoRR, 2016

Learning Common and Specific Features for RGB-D Semantic Segmentation with Deconvolutional Networks.
CoRR, 2016

Local Blur Mapping: Exploiting High-Level Semantics by Deep Neural Networks.
CoRR, 2016

Dimensionality-Dependent Generalization Bounds for $k$-Dimensional Coding Schemes.
CoRR, 2016

Elastic Net Hypergraph Learning for Image Clustering and Semi-supervised Classification.
CoRR, 2016

Real Time Fine-Grained Categorization with Accuracy and Interpretability.
CoRR, 2016

Trunk-Branch Ensemble Convolutional Neural Networks for Video-based Face Recognition.
CoRR, 2016

DehazeNet: An End-to-End System for Single Image Haze Removal.
CoRR, 2016

On Combining Compressed Sensing and Sparse Representations for Object Tracking.
Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

Real-Time Video Dehazing Based on Spatio-Temporal MRF.
Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

CNNpack: Packing Convolutional Neural Networks in the Frequency Domain.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Transform-Invariant Convolutional Neural Networks for Image Classification and Search.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Robust Extreme Multi-label Learning.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Sparse tensor discriminative locality alignment for gait recognition.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Denoising auto-encoders toward robust unsupervised feature representation.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Embedded locality discriminant GPLVM for dimensionality reduction.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Empirical Risk Minimization for Metric Learning Using Privileged Information.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Multi-View Exclusive Unsupervised Dimension Reduction for Video-Based Facial Expression Recognition.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

On Combining Side Information and Unlabeled Data for Heterogeneous Multi-Task Metric Learning.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Online Multi-Object Tracking by Quadratic Pseudo-Boolean Optimization.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Domain Adaptation with Conditional Transferable Components.
Proceedings of the 33nd International Conference on Machine Learning, 2016

Deep Neural Networks with Relativity Learning for facial expression recognition.
Proceedings of the 2016 IEEE International Conference on Multimedia & Expo Workshops, 2016

Which face is more attractive?
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Regularizing Deep Convolutional Neural Networks with a Structured Decorrelation Constraint.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Sublinear Dual Coordinate Ascent for Regularized Loss Minimization.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Regularized Large Margin Distance Metric Learning.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Online Semi-Supervised Multi-task Distance Metric Learning.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

Diversified hidden Markov models for sequential labeling.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Tensor canonical correlation analysis for multi-view dimension reduction.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Toward Effortless TV-to-Online (T2O) Experience: A Novel Metric Learning Approach.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

Learning Common and Specific Features for RGB-D Semantic Segmentation with Deconvolutional Networks.
Proceedings of the Computer Vision - ECCV 2016, 2016

Multi-label Active Learning Based on Maximum Correntropy Criterion: Towards Robust and Discriminative Labeling.
Proceedings of the Computer Vision - ECCV 2016, 2016

Multilinear Hyperplane Hashing.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Conditional Graphical Lasso for Multi-label Image Classification.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Part-Stacked CNN for Fine-Grained Visual Categorization.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Occlusion Boundary Detection via Deep Exploration of Context.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Deep semantic understanding of high resolution remote sensing image.
Proceedings of the International Conference on Computer, 2016

Subspace Clustering by Capped l_1 l 1 Norm.
Proceedings of the Pattern Recognition - 7th Chinese Conference, 2016

Multi-view Latent Space Learning Based on Local Discriminant Embedding.
Proceedings of the 7th International Conference on Cloud Computing and Big Data, 2016

Report on the BTAS 2016 Video Person Recognition Evaluation.
Proceedings of the 8th IEEE International Conference on Biometrics Theory, 2016

Submodular Asymmetric Feature Selection in Cascade Object Detection.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Linear Submodular Bandits with a Knapsack Constraint.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Scalable Completion of Nonnegative Matrix with Separable Structure.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Diversified Dynamical Gaussian Process Latent Variable Model for Video Repair.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Random Mixed Field Model for Mixed-Attribute Data Restoration.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Shakeout: A New Regularized Deep Neural Network Training Scheme.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Discriminative Vanishing Component Analysis.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Teaching-to-Learn and Learning-to-Teach for Multi-label Propagation.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Learning a Tracking and Estimation Integrated Graphical Model for Human Pose Tracking.
IEEE Trans. Neural Netw. Learning Syst., 2015

Robust Multitask Multiview Tracking in Videos.
IEEE Trans. Neural Netw. Learning Syst., 2015

Learning to Track Multiple Targets.
IEEE Trans. Neural Netw. Learning Syst., 2015

Discriminative Embedded Clustering: A Framework for Grouping High-Dimensional Data.
IEEE Trans. Neural Netw. Learning Syst., 2015

Blind Image Quality Assessment via Deep Learning.
IEEE Trans. Neural Netw. Learning Syst., 2015

Fick's Law Assisted Propagation for Semisupervised Learning.
IEEE Trans. Neural Netw. Learning Syst., 2015

Deformed Graph Laplacian for Semisupervised Learning.
IEEE Trans. Neural Netw. Learning Syst., 2015

Learning to Rank for Blind Image Quality Assessment.
IEEE Trans. Neural Netw. Learning Syst., 2015

A Distributed Approach Toward Discriminative Distance Metric Learning.
IEEE Trans. Neural Netw. Learning Syst., 2015

Database Saliency for Fast Image Retrieval.
IEEE Trans. Multimedia, 2015

Robust Face Recognition via Multimodal Deep Face Representation.
IEEE Trans. Multimedia, 2015

Diversified Hidden Markov Models for Sequential Labeling.
IEEE Trans. Knowl. Data Eng., 2015

Tensor Canonical Correlation Analysis for Multi-View Dimension Reduction.
IEEE Trans. Knowl. Data Eng., 2015

Where2Stand: A Human Position Recommendation System for Souvenir Photography.
ACM TIST, 2015

Exploring Spatial Correlation for Visual Object Retrieval.
ACM TIST, 2015

Nonnegative Multiresolution Representation-Based Texture Image Classification.
ACM TIST, 2015

Tracking Human Pose Using Max-Margin Markov Models.
IEEE Trans. Image Processing, 2015

Learning Multiple Linear Mappings for Efficient Single Image Super-Resolution.
IEEE Trans. Image Processing, 2015

Dictionary Pair Learning on Grassmann Manifolds for Image Denoising.
IEEE Trans. Image Processing, 2015

An Efficient MRF Embedded Level Set Method for Image Segmentation.
IEEE Trans. Image Processing, 2015

Multi-View Learning With Incomplete Views.
IEEE Trans. Image Processing, 2015

DERF: Distinctive Efficient Robust Features From the Biological Modeling of the P Ganglion Cells.
IEEE Trans. Image Processing, 2015

Efficient Robust Conditional Random Fields.
IEEE Trans. Image Processing, 2015

Temporal Variance Analysis for Action Recognition.
IEEE Trans. Image Processing, 2015

Multiview Matrix Completion for Multilabel Image Classification.
IEEE Trans. Image Processing, 2015

Random Forest Construction With Robust Semisupervised Node Splitting.
IEEE Trans. Image Processing, 2015

Random Geometric Prior Forest for Multiclass Object Segmentation.
IEEE Trans. Image Processing, 2015

Single Image Superresolution via Directional Group Sparsity and Directional Features.
IEEE Trans. Image Processing, 2015

Learning Compact Feature Descriptor and Adaptive Matching Framework for Face Recognition.
IEEE Trans. Image Processing, 2015

High-Order Topology Modeling of Visual Words for Image Classification.
IEEE Trans. Image Processing, 2015

Multimodal Deep Autoencoder for Human Pose Recovery.
IEEE Trans. Image Processing, 2015

Multi-Task Pose-Invariant Face Recognition.
IEEE Trans. Image Processing, 2015

Image-Based Three-Dimensional Human Pose Recovery by Multiview Locality-Sensitive Sparse Retrieval.
IEEE Trans. Industrial Electronics, 2015

Learning to Rank Using User Clicks and Visual Features for Image Retrieval.
IEEE Trans. Cybernetics, 2015

Image Search Reranking With Hierarchical Topic Awareness.
IEEE Trans. Cybernetics, 2015

Biclustering Learning of Trading Rules.
IEEE Trans. Cybernetics, 2015

Texture Classification and Retrieval Using Shearlets and Linear Regression.
IEEE Trans. Cybernetics, 2015

Sparse Dissimilarity-Constrained Coding for Glaucoma Screening.
IEEE Trans. Biomed. Engineering, 2015

Exploration of Image Search Results Quality Assessment.
IEEE Trans. Big Data, 2015

No Reference Quality Assessment for Multiply-Distorted Images Based on an Improved Bag-of-Words Model.
IEEE Signal Process. Lett., 2015

A deep structure for human pose estimation.
Signal Processing, 2015

A sparse and discriminative tensor to vector projection for human gait feature representation.
Signal Processing, 2015

An adaptive hybrid pattern for noise-robust texture analysis.
Pattern Recognition, 2015

Ensemble manifold regularized sparse low-rank approximation for multiview feature embedding.
Pattern Recognition, 2015

Multi-task proximal support vector machine.
Pattern Recognition, 2015

Multi-View Intact Space Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Large-margin multi-view Gaussian process.
Multimedia Syst., 2015

Compression of hyperspectral remote sensing images by tensor approach.
Neurocomputing, 2015

Robust visual tracking via multi-graph ranking.
Neurocomputing, 2015

A level set method with shape priors by using locality preserving projections.
Neurocomputing, 2015

The 21st International Conference on MultiMedia Modeling.
IEEE MultiMedia, 2015

DropSample: A New Training Method to Enhance Deep Convolutional Neural Networks for Large-Scale Unconstrained Handwritten Chinese Character Recognition.
CoRR, 2015

Tensor Canonical Correlation Analysis for Multi-view Dimension Reduction.
CoRR, 2015

Part-Stacked CNN for Fine-Grained Visual Categorization.
CoRR, 2015

A New Low-Rank Tensor Model for Video Completion.
CoRR, 2015

Robust Face Recognition via Multimodal Deep Face Representation.
CoRR, 2015

A Comprehensive Survey on Pose-Invariant Face Recognition.
CoRR, 2015

An Experimental Survey on Correlation Filter-based Tracking.
CoRR, 2015

Computational Intelligence for Changing Environments [Guest Editorial].
IEEE Comp. Int. Mag., 2015

DIAS: A Disassemble-Assemble Framework for Highly Sparse Text Clustering.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Active Multi-task Learning via Bandits.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Non-negative Low-Rank and Group-Sparse Matrix Factorization.
Proceedings of the MultiMedia Modeling - 21st International Conference, 2015

Two-Dimensional Euler PCA for Face Recognition.
Proceedings of the MultiMedia Modeling - 21st International Conference, 2015

EMIF: Towards a Scalable and Effective Indexing Framework for Large Scale Music Retrieval.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Efficient Latent Link Recommendation in Signed Networks.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Spectral Ensemble Clustering.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Correntropy supervised non-negative matrix factorization.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Multi-view Self-Paced Learning for Clustering.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Multi-Task Model and Feature Joint Learning.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Multi-View Matrix Decomposition: A New Scheme for Exploring Discriminative Information.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Discovering Temporal Causal Relations from Subsampled Data.
Proceedings of the 32nd International Conference on Machine Learning, 2015

Feature regions based on graph optimization for robust reversible watermarking.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

MMFE: Multitask Multiview Feature Embedding.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

R2FP: Rich and Robust Feature Pooling for Mining Visual Data.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Top-k Link Recommendation in Social Networks.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Augmenting Strong Supervision Using Web Data for Fine-Grained Categorization.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Report on the FG 2015 Video Person Recognition Evaluation.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Automatic Preview Frame Selection for Online Videos.
Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015

Rank Preserving Hashing for Rapid Image Search.
Proceedings of the 2015 Data Compression Conference, 2015

FaLRR: A fast low rank representation solver.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

MUlti-Store Tracker (MUSTer): A cognitive psychology inspired approach to object tracking.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Saliency propagation from simple to difficult.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

A maximum entropy feature descriptor for age invariant face recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Batch Mode Active Learning for Geographical Image Classification.
Proceedings of the Web Technologies and Applications - 17th Asia-PacificWeb Conference, 2015

Large-Margin Multi-Label Causal Feature Learning.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Low-Rank Multi-View Learning in Matrix Completion for Multi-Label Image Classification.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
A Unified Learning Framework for Single Image Super-Resolution.
IEEE Trans. Neural Netw. Learning Syst., 2014

Minimizing Nearest Neighbor Classification Error for Nonparametric Dimension Reduction.
IEEE Trans. Neural Netw. Learning Syst., 2014

Weakly Supervised Multi-Graph Learning for Robust Image Reranking.
IEEE Trans. Multimedia, 2014

Click Prediction for Web Image Reranking Using Multimodal Sparse Coding.
IEEE Trans. Image Processing, 2014

Diverse Expected Gradient Active Learning for Relative Attributes.
IEEE Trans. Image Processing, 2014

Improving Level Set Method for Fast Auroral Oval Segmentation.
IEEE Trans. Image Processing, 2014

Video Tonal Stabilization via Color States Smoothing.
IEEE Trans. Image Processing, 2014

Learning Discriminative Dictionary for Group Sparse Representation.
IEEE Trans. Image Processing, 2014

Robust 3D Face Landmark Localization Based on Local Coordinate Coding.
IEEE Trans. Image Processing, 2014

Person Re-Identification Over Camera Networks Using Multi-Task Distance Metric Learning.
IEEE Trans. Image Processing, 2014

Decomposition-Based Transfer Distance Metric Learning for Image Classification.
IEEE Trans. Image Processing, 2014

Common Feature Discriminant Analysis for Matching Infrared Face Images to Optical Face Images.
IEEE Trans. Image Processing, 2014

Group Sparse Multiview Patch Alignment Framework With View Consistency for Image Classification.
IEEE Trans. Image Processing, 2014

Hyperspectral Remote Sensing Image Subpixel Target Detection Based on Supervised Metric Learning.
IEEE Trans. Geoscience and Remote Sensing, 2014

Sparse Transfer Manifold Embedding for Hyperspectral Target Detection.
IEEE Trans. Geoscience and Remote Sensing, 2014

Compressed Sensing-Based Inpainting of Aqua Moderate Resolution Imaging Spectroradiometer Band 6 Using Adaptive Spectrum-Weighted Sparse Bayesian Dictionary Learning.
IEEE Trans. Geoscience and Remote Sensing, 2014

Spectral-Spatial Constraint Hyperspectral Image Classification.
IEEE Trans. Geoscience and Remote Sensing, 2014

High-Order Distance-Based Multiview Stochastic Learning in Image Classification.
IEEE Trans. Cybernetics, 2014

A Nonlinear Adaptive Level Set for Image Segmentation.
IEEE Trans. Cybernetics, 2014

Spatio-Temporal Laplacian Pyramid Coding for Action Recognition.
IEEE Trans. Cybernetics, 2014

Image Annotation by Multiple-Instance Learning With Discriminative Feature Mapping and Selection.
IEEE Trans. Cybernetics, 2014

Local Metric Learning for Exemplar-Based Object Detection.
IEEE Trans. Circuits Syst. Video Techn., 2014

Robust face recognition via occlusion dictionary learning.
Pattern Recognition, 2014

Large-Margin Multi-ViewInformation Bottleneck.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Asymptotic Generalization Bound of Fisher's Linear Discriminant Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Social media mining and knowledge discovery.
Multimedia Syst., 2014

Multimedia modeling.
Inf. Sci., 2014

Being rational or aggressive? A revisit to Dunbar's number in online social networks.
Neurocomputing, 2014

A Comprehensive Survey to Face Hallucination.
International Journal of Computer Vision, 2014

Dayside aurora classification via BIFs-based sparse representation using manifold learning.
Int. J. Comput. Math., 2014

Multiview Hessian discriminative sparse coding for image annotation.
Computer Vision and Image Understanding, 2014

Task-group Relatedness and Generalization Bounds for Regularized Multi-task Learning.
CoRR, 2014

Local Rademacher Complexity for Multi-label Learning.
CoRR, 2014

Distortion-driven Turbulence Effect Removal using Variational Model.
CoRR, 2014

Recent Progress in Image Deblurring.
CoRR, 2014

Facial Feature Point Detection: A Comprehensive Survey.
CoRR, 2014

Classification with Noisy Labels by Importance Reweighting.
CoRR, 2014

Video Face Editing Using Temporal-Spatial-Smooth Warping.
CoRR, 2014

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

A K-L divergence constrained sparse NMF for hyperspectral signal unmixing.
Proceedings of the Proceedings IEEE International Conference on Security, 2014

Correntropy induced metric based graph regularized non-negative matrix factorization.
Proceedings of the Proceedings IEEE International Conference on Security, 2014

Multi-view Multi-task Feature Extraction for Web Image Classification.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Face Recognition from Multiple Images per Subject.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Speckle Reduction in Optical Coherence Tomography by Image Registration and Matrix Completion.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Multi-task copula by sparse graph regression.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Networked bandits with disjoint linear payoffs.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Box-constrained projective nonnegative matrix factorization via augmented Lagrangian method.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Soft-constrained nonnegative matrix factorization via normalization.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

A Noise-Robust Adaptive Hybrid Pattern for Texture Classification.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Large-margin Weakly Supervised Dimensionality Reduction.
Proceedings of the 31th International Conference on Machine Learning, 2014

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

Image super-resolution using multi-layer support vector regression.
Proceedings of the IEEE International Conference on Acoustics, 2014

Transductive nonnegative matrix factorization for semi-supervised high-performance speech separation.
Proceedings of the IEEE International Conference on Acoustics, 2014

Architectural Style Classification Using Multinomial Latent Logistic Regression.
Proceedings of the Computer Vision - ECCV 2014, 2014

Tracking Using Multilevel Quantizations.
Proceedings of the Computer Vision - ECCV 2014, 2014

Activity Recognition in Still Images with Transductive Non-negative Matrix Factorization.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Weakly Supervised Multiclass Video Segmentation.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Semi-supervised Coupled Dictionary Learning for Person Re-identification.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Signed Laplacian Embedding for Supervised Dimension Reduction.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

ReLISH: Reliable Label Inference via Smoothness Hypothesis.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

Active Learning for Crowdsourcing Using Knowledge Transfer.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Structure of Indicator Function Classes With Finite Vapnik-Chervonenkis Dimensions.
IEEE Trans. Neural Netw. Learning Syst., 2013

Single Image Super-Resolution With Multiscale Similarity Learning.
IEEE Trans. Neural Netw. Learning Syst., 2013

Transductive Face Sketch-Photo Synthesis.
IEEE Trans. Neural Netw. Learning Syst., 2013

Multiview Vector-Valued Manifold Regularization for Multilabel Image Classification.
IEEE Trans. Neural Netw. Learning Syst., 2013

Universal Blind Image Quality Assessment Metrics Via Natural Scene Statistics and Multiple Kernel Learning.
IEEE Trans. Neural Netw. Learning Syst., 2013

Exponential Family Factors for Bayesian Factor Analysis.
IEEE Trans. Neural Netw. Learning Syst., 2013

Simple Exponential Family PCA.
IEEE Trans. Neural Netw. Learning Syst., 2013

Superpixel Classification Based Optic Disc and Optic Cup Segmentation for Glaucoma Screening.
IEEE Trans. Med. Imaging, 2013

Double Shrinking Sparse Dimension Reduction.
IEEE Trans. Image Processing, 2013

Grassmannian Regularized Structured Multi-View Embedding for Image Classification.
IEEE Trans. Image Processing, 2013

Joint Sparse Learning for 3-D Facial Expression Generation.
IEEE Trans. Image Processing, 2013

W-Tree Indexing for Fast Visual Word Generation.
IEEE Trans. Image Processing, 2013

Manifold Regularized Multitask Learning for Semi-Supervised Multilabel Image Classification.
IEEE Trans. Image Processing, 2013

Multiview Hessian Regularization for Image Annotation.
IEEE Trans. Image Processing, 2013

A Bayesian Hierarchical Factorization Model for Vector Fields.
IEEE Trans. Image Processing, 2013

Tensor Discriminative Locality Alignment for Hyperspectral Image Spectral-Spatial Feature Extraction.
IEEE Trans. Geoscience and Remote Sensing, 2013

Embedding Motion and Structure Features for Action Recognition.
IEEE Trans. Circuits Syst. Video Techn., 2013

Machine learning in intelligent image processing.
Signal Processing, 2013

Learning colours from textures by sparse manifold embedding.
Signal Processing, 2013

Heterogeneous image transformation.
Pattern Recognition Letters, 2013

Pairwise constraints based multiview features fusion for scene classification.
Pattern Recognition, 2013

Biview face recognition in the shape-texture domain.
Pattern Recognition, 2013

Local discriminative distance metrics ensemble learning.
Pattern Recognition, 2013

Visual saliency detection using information divergence.
Pattern Recognition, 2013

Limited relationships between two-year changes in sulcal morphology and other common neuroimaging indices in the elderly.
NeuroImage, 2013

Risk bounds of learning processes for Lévy processes.
Journal of Machine Learning Research, 2013

Generalization performance of magnitude-preserving semi-supervised ranking with graph-based regularization.
Inf. Sci., 2013

Locally regularized sliced inverse regression based 3D hand gesture recognition on a dance robot.
Inf. Sci., 2013

Unsupervised transfer learning for target detection from hyperspectral images.
Neurocomputing, 2013

Sparse Norm Filtering
CoRR, 2013

A Survey on Multi-view Learning
CoRR, 2013

Sparse Camera Network for Visual Surveillance -- A Comprehensive Survey
CoRR, 2013

Unmixing Incoherent Structures of Big Data by Randomized or Greedy Decomposition.
CoRR, 2013

Multiview Hessian Discriminative Sparse Coding for Image Annotation.
CoRR, 2013

Learning to Rank for Blind Image Quality Assessment.
CoRR, 2013

ANEEC: A Quasi-Automatic System for Massive Named Entity Extraction and Categorization.
Comput. J., 2013

Nonnegative discriminative manifold learning for hyperspectral data dimension reduction.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Orthogonal Nonnegative Locally Linear Embedding.
Proceedings of the IEEE International Conference on Systems, 2013

Superpixel Classification Based Optic Cup Segmentation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Constrained stochastic gradient descent for large-scale least squares problem.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

k-bit Hamming compressed sensing.
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Nonnegative Discriminative Manifold Learning for Hyperspectral Data Dimension Reduction.
Proceedings of the Intelligence Science and Big Data Engineering, 2013

A Level Set with Shape Priors Using Moment-Based Alignment and Locality Preserving Projections.
Proceedings of the Intelligence Science and Big Data Engineering, 2013

Hyperspectral Medical Images Unmixing for Cancer Screening Based on Rotational Independent Component Analysis.
Proceedings of the Intelligence Science and Big Data Engineering, 2013

Shifted Subspaces Tracking on Sparse Outlier for Motion Segmentation.
Proceedings of the IJCAI 2013, 2013

Semi-Supervised Learning with Manifold Fitted Graphs.
Proceedings of the IJCAI 2013, 2013

A Bayesian Factorised Covariance Model for Image Analysis.
Proceedings of the IJCAI 2013, 2013

Multiple instance learning via distance metric optimization.
Proceedings of the IEEE International Conference on Image Processing, 2013

Image super-resolution via non-local steering kernel regression regularization.
Proceedings of the IEEE International Conference on Image Processing, 2013

Learning to multimodal hash for robust video copy detection.
Proceedings of the IEEE International Conference on Image Processing, 2013

Large-margin multi-view Gaussian process for image classification.
Proceedings of the International Conference on Internet Multimedia Computing and Service, 2013

Divide-and-Conquer Anchoring for Near-Separable Nonnegative Matrix Factorization and Completion in High Dimensions.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Tracking via Robust Multi-task Multi-view Joint Sparse Representation.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Visual Reranking through Weakly Supervised Multi-graph Learning.
Proceedings of the IEEE International Conference on Computer Vision, 2013


Semi-supervised Node Splitting for Random Forest Construction.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Greedy Bilateral Sketch, Completion & Smoothing.
Proceedings of the Sixteenth International Conference on Artificial Intelligence and Statistics, 2013

Supervised Nonnegative Tensor Factorization with Maximum-Margin Constraint.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

Vector-Valued Multi-View Semi-Supervsed Learning for Multi-Label Image Classification.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012
Image Quality Assessment - A Multiscale Geometric Analysis-Based Framework and Examples.
Proceedings of the Handbook of Natural Computing, 2012

NeNMF: An Optimal Gradient Method for Nonnegative Matrix Factorization.
IEEE Trans. Signal Processing, 2012

On Combining Multiple Features for Cartoon Character Retrieval and Clip Synthesis.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2012

Multivariate Multilinear Regression.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2012

Cross-Domain Human Action Recognition.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2012

Sparse transfer learning for interactive video search reranking.
TOMCCAP, 2012

Generalization Bounds of ERM-Based Learning Processes for Continuous-Time Markov Chains.
IEEE Trans. Neural Netw. Learning Syst., 2012

Discretized-Vapnik-Chervonenkis Dimension for Analyzing Complexity of Real Function Classes.
IEEE Trans. Neural Netw. Learning Syst., 2012

Online Nonnegative Matrix Factorization With Robust Stochastic Approximation.
IEEE Trans. Neural Netw. Learning Syst., 2012

Constrained Empirical Risk Minimization Framework for Distance Metric Learning.
IEEE Trans. Neural Netw. Learning Syst., 2012

Difficulty Guided Image Retrieval Using Linear Multiple Feature Embedding.
IEEE Trans. Multimedia, 2012

Parallel Lasso for Large-Scale Video Concept Detection.
IEEE Trans. Multimedia, 2012

Peripapillary Atrophy Detection by Sparse Biologically Inspired Feature Manifold.
IEEE Trans. Med. Imaging, 2012

Single Image Super-Resolution With Non-Local Means and Steering Kernel Regression.
IEEE Trans. Image Processing, 2012

Semisupervised Multiview Distance Metric Learning for Cartoon Synthesis.
IEEE Trans. Image Processing, 2012

Adaptive Hypergraph Learning and its Application in Image Classification.
IEEE Trans. Image Processing, 2012

Multimodal Graph-Based Reranking for Web Image Search.
IEEE Trans. Image Processing, 2012

Semantic-Gap-Oriented Active Learning for Multilabel Image Annotation.
IEEE Trans. Image Processing, 2012

Three-Dimensional Face Reconstruction From a Single Image by a Coupled RBF Network.
IEEE Trans. Image Processing, 2012

Probabilistic Exposure Fusion.
IEEE Trans. Image Processing, 2012

Image Super-Resolution With Sparse Neighbor Embedding.
IEEE Trans. Image Processing, 2012

Joint Learning for Single-Image Super-Resolution via a Coupled Constraint.
IEEE Trans. Image Processing, 2012

3-D Object Retrieval and Recognition With Hypergraph Analysis.
IEEE Trans. Image Processing, 2012

Robust Reversible Watermarking via Clustering and Enhanced Pixel-Wise Masking.
IEEE Trans. Image Processing, 2012

On Preserving Original Variables in Bayesian PCA With Application to Image Analysis.
IEEE Trans. Image Processing, 2012

On Combining Multiple Features for Hyperspectral Remote Sensing Image Classification.
IEEE Trans. Geoscience and Remote Sensing, 2012

Sparse Unsupervised Dimensionality Reduction for Multiple View Data.
IEEE Trans. Circuits Syst. Video Techn., 2012

Face Sketch-Photo Synthesis and Retrieval Using Sparse Representation.
IEEE Trans. Circuits Syst. Video Techn., 2012

Parallelized Evolutionary Learning for Detection of Biclusters in Gene Expression Data.
IEEE/ACM Trans. Comput. Biology Bioinform., 2012

Interactive cartoon reusing by transfer learning.
Signal Processing, 2012

Feature fusion for 3D hand gesture recognition by learning a shared hidden space.
Pattern Recognition Letters, 2012

A cascade fusion scheme for gait and cumulative foot pressure image recognition.
Pattern Recognition, 2012

Attribute-restricted latent topic model for person re-identification.
Pattern Recognition, 2012

A probabilistic model for image representation via multiple patterns.
Pattern Recognition, 2012

Slow Feature Analysis for Human Action Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Ensemble Manifold Regularization.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Social image annotation via cross-domain subspace learning.
Multimedia Tools Appl., 2012

Compressed labeling on distilled labelsets for multi-label learning.
Machine Learning, 2012

Multi-label Subspace Ensemble.
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

CorrLog: Correlated Logistic Models for Joint Prediction of Multiple Labels.
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

Video super-resolution with 3D adaptive normalized convolution.
Neurocomputing, 2012

Graph based transductive learning for cartoon correspondence construction.
Neurocomputing, 2012

Video-based non-uniform object motion blur estimation and deblurring.
Neurocomputing, 2012

Content-adaptive reliable robust lossless data embedding.
Neurocomputing, 2012

Robust lossless data hiding using clustering and statistical quantity histogram.
Neurocomputing, 2012

Asymptotic Generalization Bound of Fisher's Linear Discriminant Analysis
CoRR, 2012

MahNMF: Manhattan Non-negative Matrix Factorization
CoRR, 2012

Risk Bounds for Infinitely Divisible Distribution
CoRR, 2012

Segment-Based Features for Time Series Classification.
Comput. J., 2012

Exploiting visual word co-occurrence for image retrieval.
Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Labelset anchored subspace ensemble (LASE) for multi-label annotation.
Proceedings of the International Conference on Multimedia Retrieval, 2012

HySAD: a semi-supervised hybrid shilling attack detector for trustworthy product recommendation.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

1-bit Hamming compressed sensing.
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Bilateral random projections.
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Clustering-based discriminative locality alignment for face gender recognition.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

Spatial graphlet matching kernel for recognizing aerial image categories.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Joint shot boundary detection and key frame extraction.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Transductive Cartoon Retrieval by Multiple Hypergraph Learning.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

Learning Visual Saliency Based on Object's Relative Relationship.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

Color Fractal Structure Model for Reduced-Reference Colorful Image Quality Assessment.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

Local Structure Divergence Index for Image Quality Assessment.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

Sampling Normal Distribution Restricted on Multiple Regions.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

Pedestrian detection using a mixture mask model.
Proceedings of 9th IEEE International Conference on Networking, Sensing and Control, 2012

A biological inspired features based saliency map.
Proceedings of the International Conference on Computing, Networking and Communications, 2012

A spectral dissimilarity constrained nonnegative matrix factorization based cancer screening algorithm from hyperspectral fluorescence images.
Proceedings of the International Conference on Computerized Healthcare, 2012

Dual-Force Metric Learning for Robust Distracter-Resistant Tracker.
Proceedings of the Computer Vision - ECCV 2012, 2012

Multi-scale dictionary for single image super-resolution.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Sparse representation for blind image quality assessment.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
Recognition of Sketches in Photos.
Proceedings of the Multimedia Analysis, Processing and Communications, 2011

A Unified Tensor Level Set Method for Image Segmentation.
Proceedings of the Multimedia Analysis, Processing and Communications, 2011

Robust Image Watermarking Based on Feature Regions.
Proceedings of the Multimedia Analysis, Processing and Communications, 2011

m-SNE: Multiview Stochastic Neighbor Embedding.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2011

Distribution Calibration in Riemannian Symmetric Space.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2011

Biologically Inspired Features for Scene Classification in Video Surveillance.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2011

Exploiting Local Coherent Patterns for Unsupervised Feature Ranking.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2011

Enhanced Biologically Inspired Model for Object Recognition.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2011

A Relay Level Set Method for Automatic Image Segmentation.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2011

Supervised Gaussian Process Latent Variable Model for Dimensionality Reduction.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2011

Toward the Optimization of Normalized Graph Laplacian.
IEEE Trans. Neural Networks, 2011

Non-Negative Patch Alignment Framework.
IEEE Trans. Neural Networks, 2011

Complex Object Correspondence Construction in Two-Dimensional Animation.
IEEE Trans. Image Processing, 2011

Corrections to "Subspaces Indexing Model on Grassmann Manifold for Image Search".
IEEE Trans. Image Processing, 2011

Subspaces Indexing Model on Grassmann Manifold for Image Search.
IEEE Trans. Image Processing, 2011

Manifold Regularized Discriminative Nonnegative Matrix Factorization With Fast Gradient Descent.
IEEE Trans. Image Processing, 2011

DAML: Domain Adaptation Metric Learning.
IEEE Trans. Image Processing, 2011

Zernike-Moment-Based Image Super Resolution.
IEEE Trans. Image Processing, 2011

Lossless Data Embedding Using Generalized Statistical Quantity Histogram.
IEEE Trans. Circuits Syst. Video Techn., 2011

Multi-Sensor Centralized Fusion without Measurement Noise Covariance by Variational Bayesian Approximation.
IEEE Trans. Aerospace and Electronic Systems, 2011

Image quality assessment based on S-CIELAB model.
Signal, Image and Video Processing, 2011

3D human posture segmentation by spectral clustering with surface normal constraint.
Signal Processing, 2011

Visual search reranking via adaptive particle swarm optimization.
Pattern Recognition, 2011

Mammographic mass segmentation: Embedding multiple features in vector-valued level set in ambiguous regions.
Pattern Recognition, 2011

Transfer latent variable model based on divergence analysis.
Pattern Recognition, 2011

Max-Min Distance Analysis by Using Sequential SDP Relaxation for Dimension Reduction.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Semi-automatic cartoon generation by motion planning.
Multimedia Syst., 2011

A Multifeature Tensor for Remote-Sensing Target Recognition.
IEEE Geosci. Remote Sensing Lett., 2011

Partially Supervised Neighbor Embedding for Example-Based Image Super-Resolution.
J. Sel. Topics Signal Processing, 2011

Generalization Bound for Infinitely Divisible Empirical Process.
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011

A Novel Metric Based on MCA for Image Quality.
IJWMIP, 2011

Feature level analysis for 3D facial expression recognition.
Neurocomputing, 2011

Non-goal scene analysis for soccer video.
Neurocomputing, 2011

Visual Reranking: From Objectives to Strategies.
IEEE MultiMedia, 2011

Manifold elastic net: a unified framework for sparse dimension reduction.
Data Min. Knowl. Discov., 2011

Aurora image segmentation by combining patch and texture thresholding.
Computer Vision and Image Understanding, 2011

Bilateral Random Projections
CoRR, 2011

Hamming Compressed Sensing
CoRR, 2011

Sparse Transfer Learning for Interactive Video Search Reranking
CoRR, 2011

Multi-label Learning via Structured Decomposition and Group Sparsity
CoRR, 2011

Stroke Correspondence Construction Using Manifold Learning.
Comput. Graph. Forum, 2011

Risk Bounds for Infinitely Divisible Distribution.
Proceedings of the UAI 2011, 2011

Query Difficulty Guided Image Retrieval System.
Proceedings of the Advances in Multimedia Modeling, 2011

Shared feature extraction for semi-supervised image classification.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Difficulty guided image retrieval using linear multiview embedding.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Query expansion by spatial co-occurrence for image retrieval.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Tag-based social image search with visual-text joint hypergraph learning.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Focal Biologically Inspired Feature for Glaucoma Type Classification.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Empirical Discriminative Tensor Analysis for Crime Forecasting.
Proceedings of the Knowledge Science, Engineering and Management, 2011

Music Tagging with Regularized Logistic Regression.
Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011

Biologically inspired model for crater detection.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Learning a Distance Metric by Empirical Loss Minimization.
Proceedings of the IJCAI 2011, 2011

Describing Human Identity Using Attributes.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

Multi-view Pedestrian Recognition Using Shared Dictionary Learning with Group Sparsity.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

Feature Relationships Hypergraph for Multimodal Recognition.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

Integrating Local Features into Discriminative Graphlets for Scene Classification.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

Opponent and Feedback: Visual Attention Captured.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

A Probabilistic Model for Discovering High Level Brain Activities from fMRI.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

GoDec: Randomized Lowrank & Sparse Matrix Decomposition in Noisy Case.
Proceedings of the 28th International Conference on Machine Learning, 2011

Face sketch-photo synthesis based on support vector regression.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Single image super resolution with high resolution dictionary.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Face Sketch-Photo Synthesis under Multi-dictionary Sparse Representation Framework.
Proceedings of the Sixth International Conference on Image and Graphics, 2011

Wisdom of Crowds: Single Image Super-resolution from the Web.
Proceedings of the Data Mining Workshops (ICDMW), 2011

Learning Colours from Textures by Sparse Manifold Embedding.
Proceedings of the AI 2011: Advances in Artificial Intelligence, 2011

Universal no reference image quality assessment metrics based on local dependency.
Proceedings of the First Asian Conference on Pattern Recognition, 2011

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

2010
Discriminative Orthogonal Neighborhood-Preserving Projections for Classification.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2010

Multiview Spectral Embedding.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2010

A Unified Tensor Level Set for Image Segmentation.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2010

Visual-Context Boosting for Eye Detection.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2010

Image Ratio Features for Facial Expression Recognition Application.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2010

A Review of Active Appearance Models.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2010

Geometric Distortion Insensitive Image Watermarking in Affine Covariant Regions.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2010

Bregman Divergence-Based Regularization for Transfer Subspace Learning.
IEEE Trans. Knowl. Data Eng., 2010

On combining morphological component analysis and concentric morphology model for mammographic mass detection.
IEEE Trans. Information Technology in Biomedicine, 2010

Active Reranking for Web Image Search.
IEEE Trans. Image Processing, 2010

Biologically Inspired Feature Manifold for Scene Classification.
IEEE Trans. Image Processing, 2010

Evolutionary Cross-Domain Discriminative Hessian Eigenmaps.
IEEE Trans. Image Processing, 2010

Biased Discriminant Euclidean Embedding for Content-Based Image Retrieval.
IEEE Trans. Image Processing, 2010

Recognizing Cartoon Image Gestures for Retrieval and Interactive Cartoon Clip Synthesis.
IEEE Trans. Circuits Syst. Video Techn., 2010

Entropy controlled Laplacian regularization for least square regression.
Signal Processing, 2010

A multi-frame image super-resolution method.
Signal Processing, 2010

Local histogram based geometric invariant image watermarking.
Signal Processing, 2010

Color to Gray: Visual Cue Preservation.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

A survey of graph edit distance.
Pattern Anal. Appl., 2010

An integrated aurora image retrieval system: AuroraEye.
J. Visual Communication and Image Representation, 2010

Risk Bounds for Levy Processes in the PAC-Learning Framework.
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010

Simple Exponential Family PCA.
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010

Photo-sketch synthesis and recognition based on subspace learning.
Neurocomputing, 2010

Incremental tensor biased discriminant analysis: A new color-based visual tracking method.
Neurocomputing, 2010

Incremental pairwise discriminant analysis based visual tracking.
Neurocomputing, 2010

Semi-supervised Gaussian process latent variable model with pairwise constraints.
Neurocomputing, 2010

Biologically inspired feature manifold for gait recognition.
Neurocomputing, 2010

No-reference image quality assessment in contourlet domain.
Neurocomputing, 2010

Subspace Learning.
Neurocomputing, 2010

NESVM: a Fast Gradient Method for Support Vector Machines
CoRR, 2010

Manifold Elastic Net: A Unified Framework for Sparse Dimension Reduction
CoRR, 2010

A Video Quality Assessment Metric Based on Human Visual System.
Cognitive Computation, 2010

Local Feature Based Geometric-Resistant Image Information Hiding.
Cognitive Computation, 2010

Error Bounds for Real Function Classes Based on Discretized Vapnik-Chervonenkis Dimensions.
Austr. J. Intelligent Information Processing Systems, 2010

An Exponential Family Extension to Principal Component Analysis.
Austr. J. Intelligent Information Processing Systems, 2010

Chinese text detection and location for images in multimedia messaging service.
Proceedings of the IEEE International Conference on Systems, 2010

A novel image quality metric based on morphological component analysis.
Proceedings of the IEEE International Conference on Systems, 2010

Spatio-temporal salience based video quality assessment.
Proceedings of the IEEE International Conference on Systems, 2010

Dual Phase Learning for Large Scale Video Gait Recognition.
Proceedings of the Advances in Multimedia Modeling, 2010

Feature Extraction for fMRI-Based Human Brain Activity Recognition.
Proceedings of the Machine Learning in Medical Imaging, First International Workshop, 2010

Semi-supervised sparse metric learning using alternating linearization optimization.
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

Backward-Forward Least Angle Shrinkage for Sparse Quadratic Optimization.
Proceedings of the Neural Information Processing. Theory and Algorithms, 2010

m-SNE: Multiview Stochastic Neighbor Embedding.
Proceedings of the Neural Information Processing. Theory and Algorithms, 2010

Random Projection Tree and Multiview Embedding for Large-Scale Image Retrieval.
Proceedings of the Neural Information Processing. Models and Applications, 2010

Boosted Dynamic Cognitive Activity Recognition from Brain Images.
Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010

NESVM: A Fast Gradient Method for Support Vector Machines.
Proceedings of the ICDM 2010, 2010

Discriminative Hessian Eigenmaps for face recognition.
Proceedings of the IEEE International Conference on Acoustics, 2010

Large-scale Dictionary Learning For Local Coordinate Coding.
Proceedings of the British Machine Vision Conference, 2010

kPose: A New Representation For Action Recognition.
Proceedings of the Computer Vision - ACCV 2010, 2010

Constrained Metric Learning Via Distance Gap Maximization.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009
A Comparative Study of Three Graph Edit Distance Algorithms.
Proceedings of the Foundations of Computational Intelligence, 2009

Reduced-Reference IQA in Contourlet Domain.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2009

View-Independent Behavior Analysis.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2009

QUC-Tree: Integrating Query Context Information for Efficient Music Retrieval.
IEEE Trans. Multimedia, 2009

Patch Alignment for Dimensionality Reduction.
IEEE Trans. Knowl. Data Eng., 2009

Image Quality Assessment Based on Multiscale Geometric Analysis.
IEEE Trans. Image Processing, 2009

Fast Haar transform based feature extraction for face representation and recognition.
IEEE Trans. Information Forensics and Security, 2009

Binary Sparse Nonnegative Matrix Factorization.
IEEE Trans. Circuits Syst. Video Techn., 2009

A new approach for face recognition by sketches in photos.
Signal Processing, 2009

Visual information analysis for security.
Signal Processing, 2009

A natural image quality evaluation metric.
Signal Processing, 2009

Reversibility improved lossless data hiding.
Signal Processing, 2009

A local Tchebichef moments-based robust image watermarking.
Signal Processing, 2009

Introduction to the special issue on Video-based Object and Event Analysis.
Pattern Recognition Letters, 2009

Shot-based video retrieval with optical flow tensor and HMMs.
Pattern Recognition Letters, 2009

Learning semantics from multimedia content.
Pattern Recognition, 2009

Geometric Mean for Subspace Selection.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Gabor texture in active appearance models.
Neurocomputing, 2009

Introduction to computer vision and image understanding the special issue on video analysis.
Computer Vision and Image Understanding, 2009

Discriminative optical flow tensor for video semantic analysis.
Computer Vision and Image Understanding, 2009

Biologically Inspired Tensor Features.
Cognitive Computation, 2009

Manifold Elastic Net for Sparse Learning.
Proceedings of the IEEE International Conference on Systems, 2009

Incremental Learning of Weighted Tensor Subspace for Visual Tracking.
Proceedings of the IEEE International Conference on Systems, 2009

Texture Representation in AAM using Gabor Wavelet and Local Binary Patterns.
Proceedings of the IEEE International Conference on Systems, 2009

Robust Semantic Concept Detection in Large Video Collections.
Proceedings of the IEEE International Conference on Systems, 2009

An Unsupervised Feature Ranking Scheme by Discovering Biclusters.
Proceedings of the IEEE International Conference on Systems, 2009

Transfer Discriminative Logmaps.
Proceedings of the Advances in Multimedia Information Processing, 2009

Manifold Regularization for SIR with Rate Root-n Convergence.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Retrieval based interactive cartoon synthesis via unsupervised bi-distance metric learning.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Biased isomap projections for interactive reranking.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Object trajectory clustering via tensor analysis.
Proceedings of the International Conference on Image Processing, 2009

Discrminative Geometry Preserving Projections.
Proceedings of the International Conference on Image Processing, 2009

A global-to-local scheme for imbalanced point matching.
Proceedings of the International Conference on Image Processing, 2009

Detecting image points of general imbalance.
Proceedings of the International Conference on Image Processing, 2009

A convergent solution to two dimensional linear discriminant analysis.
Proceedings of the International Conference on Image Processing, 2009

Cross-Domain Web Image Annotation.
Proceedings of the ICDM Workshops 2009, 2009

Dirichlet Mixture Allocation for Multiclass Document Collections Modeling.
Proceedings of the ICDM 2009, 2009

A fast feature extraction method.
Proceedings of the IEEE International Conference on Acoustics, 2009

Ensemble manifold regularization.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

The Gabor-Based Tensor Level Set Method for Multiregional Image Segmentation.
Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009

Embedded Geometric Active Contour with Shape Constraint for Mass Segmentation.
Proceedings of the Computer Analysis of Images and Patterns, 13th International Conference, 2009

A Novel Visual Organization Based on Topological Perception.
Proceedings of the Computer Vision, 2009

2008
Binary Two-Dimensional PCA.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2008

Gait Components and Their Application to Gender Recognition.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2008

Incremental tensor analysis: Theory and applications.
TKDD, 2008

Which Components are Important for Interactive Image Searching?
IEEE Trans. Circuits Syst. Video Techn., 2008

Bayesian Tensor Approach for 3-D Face Modeling.
IEEE Trans. Circuits Syst. Video Techn., 2008

Modality Mixture Projections for Semantic Video Event Detection.
IEEE Trans. Circuits Syst. Video Techn., 2008

Multimodal biometrics using geometry preserving projections.
Pattern Recognition, 2008

KPCA for semantic object extraction in images.
Pattern Recognition, 2008

Image categorization: Graph edit distance+edge direction histogram.
Pattern Recognition, 2008

HMM-based graph edit distance for image indexing.
Int. J. Imaging Systems and Technology, 2008

Guest editorial: Special issue on multimedia information retrieval.
Int. J. Imaging Systems and Technology, 2008

A Wavelet-Based Image Quality Assessment Method.
IJWMIP, 2008

Local Coordinates Alignment (LCA): a Novel Manifold Learning Approach.
IJPRAI, 2008

Tensor Rank One Discriminant Analysis - A convergent method for discriminative multilinear subspace selection.
Neurocomputing, 2008

Neurocomputing for vision research.
Neurocomputing, 2008

Visual music and musical vision.
Neurocomputing, 2008

Avatar motion control by natural body movement via camera.
Neurocomputing, 2008

Local face sketch synthesis learning.
Neurocomputing, 2008

Wavelet-based contourlet in quality evaluation of digital images.
Neurocomputing, 2008

Gabor-based texture representation in AAMs.
Proceedings of the IEEE International Conference on Systems, 2008

Frequency structure analysis for IQA.
Proceedings of the IEEE International Conference on Systems, 2008

Palmprint identification based on directional representation.
Proceedings of the IEEE International Conference on Systems, 2008

Effective video event detection via subspace projection.
Proceedings of the International Workshop on Multimedia Signal Processing, 2008

A unifying framework for spectral analysis based dimensionality reduction.
Proceedings of the International Joint Conference on Neural Networks, 2008

Bayesian tensor analysis.
Proceedings of the International Joint Conference on Neural Networks, 2008

C1 units for scene classification.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Harmonic mean for subspace selection.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

An image quality assessment metric based contourlet.
Proceedings of the International Conference on Image Processing, 2008

Geometrically invariant watermarking using affine covariant regions.
Proceedings of the International Conference on Image Processing, 2008

Transductive Component Analysis.
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Discriminative Locality Alignment.
Proceedings of the Computer Vision, 2008

Semantic Video Shot Segmentation Based on Color Ratio Feature and SVM.
Proceedings of the International Conference on Cyberworlds 2008, 2008

Invariant Image Watermarking Based on Local Feature Regions.
Proceedings of the International Conference on Cyberworlds 2008, 2008

Enhanced biologically inspired model.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Discriminative linear and multilinear subspace methods.
PhD thesis, 2007

Negative Samples Analysis in Relevance Feedback.
IEEE Trans. Knowl. Data Eng., 2007

Marginal Fisher Analysis and Its Variants for Human Gait Recognition and Content- Based Image Retrieval.
IEEE Trans. Image Processing, 2007

General Tensor Discriminant Analysis and Gabor Features for Gait Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

Supervised tensor learning.
Knowl. Inf. Syst., 2007

Face Recognition - a Generalized Marginal Fisher Analysis Approach.
Int. J. Image Graphics, 2007

A Similarity Metric in Image Searching.
Int. J. Image Graphics, 2007

Gender recognition based on local body motions.
Proceedings of the IEEE International Conference on Systems, 2007

Local Coordinates Alignment and Its Linearization.
Proceedings of the Neural Information Processing, 14th International Conference, 2007

Probabilistic Tensor Analysis with Akaike and Bayesian Information Criteria.
Proceedings of the Neural Information Processing, 14th International Conference, 2007

General Averaged Divergence Analysis.
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

2006
Direct Kernel Biased Discriminant Analysis: A New Content-Based Image Retrieval Relevance Feedback Algorithm.
IEEE Trans. Multimedia, 2006

Multitraining Support Vector Machine for Image Retrieval.
IEEE Trans. Image Processing, 2006

Human Gait Recognition With Matrix Representation.
IEEE Trans. Circuits Syst. Video Techn., 2006

Asymmetric Bagging and Random Subspace for Support Vector Machines-Based Relevance Feedback in Image Retrieval.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

Artistic Mosaic Series Generation.
Int. J. Image Graphics, 2006

Beyond streams and graphs: dynamic tensor analysis.
Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

Elapsed Time in Human Gait Recognition: A New Approach.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Human Carrying Status in Visual Surveillance.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

2005
Stable Third-Order Tensor Representation for Color Image Classification.
Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005

Kernel Principle Component Analysis in Pixels Clustering.
Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005

Supervised Tensor Learning.
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

2004
K-BOX: a query-by-singing based music retrieval system.
Proceedings of the 12th ACM International Conference on Multimedia, 2004

Nonparametric Discriminant Analysis in Relevance Feedback for Content-Based Image Retrieval.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Kernel full-space biased discriminant analysis.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

SVM-based relevance feedback using random subspace method.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Texture classification of sars infected region in radiographic image.
Proceedings of the 2004 International Conference on Image Processing, 2004

Content-based SMIL retrieval.
Proceedings of the Third International Conference on Image and Graphics, 2004

A direct method to solve the biased discriminant analysis in kernel feature space for content based image retrieval.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Random Sampling Based SVM for Relevance Feedback Image Retrieval.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

Orthogonal Complement Component Analysis for Positive Samples in SVM Based Relevance Feedback Image Retrieval.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

Multi-Class Discriminant Learning For Image Retrieval.
Proceedings of the International Conference on Imaging Science, Systems and Technology, 2004

Learning User's Perception Using Region-based SVM for Content-based Image Retrieval.
Proceedings of the International Conference on Imaging Science, Systems and Technology, 2004


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