Xuelong Li

According to our database1, Xuelong Li
  • authored at least 525 papers between 2003 and 2018.
  • has a "Dijkstra number"2 of four.

Awards

IEEE Fellow

IEEE Fellow 2012, "For contributions to pattern recognition and its applications in multimedia signal processing".

Timeline

Legend:

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Links

Homepages:

On csauthors.net:

Bibliography

2018
Hierarchical Recurrent Neural Hashing for Image Retrieval With Hierarchical Convolutional Features.
IEEE Trans. Image Processing, 2018

Feedback mechanism based iterative metric learning for person re-identification.
Pattern Recognition, 2018

Feature selection under regularized orthogonal least square regression with optimal scaling.
Neurocomputing, 2018

2017
Secrecy-Optimized Resource Allocation for Device-to-Device Communication Underlaying Heterogeneous Networks.
IEEE Trans. Vehicular Technology, 2017

Robust Joint Graph Sparse Coding for Unsupervised Spectral Feature Selection.
IEEE Trans. Neural Netw. Learning Syst., 2017

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

Regularized Class-Specific Subspace Classifier.
IEEE Trans. Neural Netw. Learning Syst., 2017

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

Modeling Disease Progression via Multisource Multitask Learners: A Case Study With Alzheimer's Disease.
IEEE Trans. Neural Netw. Learning Syst., 2017

Person Re-identification by Multi-hypergraph Fusion.
IEEE Trans. Neural Netw. Learning Syst., 2017

Graph PCA Hashing for Similarity Search.
IEEE Trans. Multimedia, 2017

Nuclear Norm-Based 2DLPP for Image Classification.
IEEE Trans. Multimedia, 2017

Overlapping Community Detection for Multimedia Social Networks.
IEEE Trans. Multimedia, 2017

Discrete Nonnegative Spectral Clustering.
IEEE Trans. Knowl. Data Eng., 2017

Modeling Information Diffusion over Social Networks for Temporal Dynamic Prediction.
IEEE Trans. Knowl. Data Eng., 2017

Learning Bregman Distance Functions for Structural Learning to Rank.
IEEE Trans. Knowl. Data Eng., 2017

Adaptive Multimedia Data Forwarding for Privacy Preservation in Vehicular Ad-Hoc Networks.
IEEE Trans. Intelligent Transportation Systems, 2017

Learning k for kNN Classification.
ACM TIST, 2017

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

Refined-Graph Regularization-Based Nonnegative Matrix Factorization.
ACM TIST, 2017

Cost-Optimized Microblog Distribution over Geo-Distributed Data Centers: Insights from Cross-Media Analysis.
ACM TIST, 2017

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

Learning Discriminative Binary Codes for Large-scale Cross-modal Retrieval.
IEEE Trans. Image Processing, 2017

Re-Weighted Discriminatively Embedded K-Means for Multi-View Clustering.
IEEE Trans. Image Processing, 2017

Weakly Supervised Multimodal Kernel for Categorizing Aerial Photographs.
IEEE Trans. Image Processing, 2017

Convex Multiview Semi-Supervised Classification.
IEEE Trans. Image Processing, 2017

The Recognition of the Point Symbols in the Scanned Topographic Maps.
IEEE Trans. Image Processing, 2017

Latent Semantic Minimal Hashing for Image Retrieval.
IEEE Trans. Image Processing, 2017

A General Framework for Edited Video and Raw Video Summarization.
IEEE Trans. Image Processing, 2017

Robust Web Image Annotation via Exploring Multi-Facet and Structural Knowledge.
IEEE Trans. Image Processing, 2017

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

Learning Multilayer Channel Features for Pedestrian Detection.
IEEE Trans. Image Processing, 2017

Multiple Auxiliaries Assisted Airborne Power Line Detection.
IEEE Trans. Industrial Electronics, 2017

Cascade Learning by Optimally Partitioning.
IEEE Trans. Cybernetics, 2017

Learning Sampling Distributions for Efficient Object Detection.
IEEE Trans. Cybernetics, 2017

Learning Instance Correlation Functions for Multilabel Classification.
IEEE Trans. Cybernetics, 2017

Template Deformation-Based 3-D Reconstruction of Full Human Body Scans From Low-Cost Depth Cameras.
IEEE Trans. Cybernetics, 2017

Constrained Low-Rank Learning Using Least Squares-Based Regularization.
IEEE Trans. Cybernetics, 2017

Graph Regularized Non-Negative Low-Rank Matrix Factorization for Image Clustering.
IEEE Trans. Cybernetics, 2017

Robust Sparse Coding for Mobile Image Labeling on the Cloud.
IEEE Trans. Circuits Syst. Video Techn., 2017

Nonnegative Discriminant Matrix Factorization.
IEEE Trans. Circuits Syst. Video Techn., 2017

On Combining Social Media and Spatial Technology for POI Cognition and Image Localization.
Proceedings of the IEEE, 2017

Sparse Learning with Stochastic Composite Optimization.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Orthogonal self-guided similarity preserving projection for classification and clustering.
Neural Networks, 2017

Locality Adaptive Discriminant Analysis for Spectral-Spatial Classification of Hyperspectral Images.
IEEE Geosci. Remote Sensing Lett., 2017

Collective Representation for Abnormal Event Detection.
J. Comput. Sci. Technol., 2017

Self-weighted spectral clustering with parameter-free constraint.
Neurocomputing, 2017

Latent semantic concept regularized model for blind image deconvolution.
Neurocomputing, 2017

Secrecy-Optimized Resource Allocation for Device-to-Device Communication Underlaying Heterogeneous Networks.
CoRR, 2017

Video Summarization with Attention-Based Encoder-Decoder Networks.
CoRR, 2017

Image2song: Song Retrieval via Bridging Image Content and Lyric Words.
CoRR, 2017

Deep Binary Reconstruction for Cross-modal Hashing.
CoRR, 2017

From Deterministic to Generative: Multi-Modal Stochastic RNNs for Video Captioning.
CoRR, 2017

A generalized power iteration method for solving quadratic problem on the Stiefel manifold.
CoRR, 2017

Query-Aware Sparse Coding for Multi-Video Summarization.
CoRR, 2017

Object Discovery via Cohesion Measurement.
CoRR, 2017

Learning Tone Mapping Function for Dehazing.
Cognitive Computation, 2017

Survey of Spatio-Temporal Interest Point Detection Algorithms in Video.
IEEE Access, 2017

Hierarchical Recurrent Neural Network for Video Summarization.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

FastShrinkage: Perceptually-aware Retargeting Toward Mobile Platforms.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

A Multi-Task Framework for Weather Recognition.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Deep Binary Reconstruction for Cross-modal Hashing.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Projected clustering via robust orthogonal least square regression with optimal scaling.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Self-weighted Multiview Clustering with Multiple Graphs.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

MAM-RNN: Multi-level Attention Model Based RNN for Video Captioning.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Locality Adaptive Discriminant Analysis.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Fast Spectral Clustering with efficient large graph construction.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Auto-weighted two-dimensional principal component analysis with robust outliers.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Semi-supervised classification via both label and side information.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Embedded clustering via robust orthogonal least square discriminant analysis.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Anchor-based group detection in crowd scenes.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

FFGS: Feature Fusion with Gating Structure for Image Caption Generation.
Proceedings of the Computer Vision - Second CCF Chinese Conference, 2017

Bidirectional Adaptive Feature Fusion for Remote Sensing Scene Classification.
Proceedings of the Computer Vision - Second CCF Chinese Conference, 2017

Efficient Supervised Hashing via Exploring Local and Inner Data Structure.
Proceedings of the Databases Theory and Applications, 2017

Quantifying and Detecting Collective Motion by Manifold Learning.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Parameter Free Large Margin Nearest Neighbor for Distance Metric Learning.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Unsupervised Large Graph Embedding.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Multi-View Clustering and Semi-Supervised Classification with Adaptive Neighbours.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Balanced Clustering with Least Square Regression.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Large Graph Hashing with Spectral Rotation.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

A Multiview-Based Parameter Free Framework for Group Detection.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Bilateral k-Means Algorithm for Fast Co-Clustering.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Semantic Photo Retargeting Under Noisy Image Labels.
TOMCCAP, 2016

Measuring Collectiveness via Refined Topological Similarity.
TOMCCAP, 2016

Atom Decomposition with Adaptive Basis Selection Strategy for Matrix Completion.
TOMCCAP, 2016

Scalable Linear Visual Feature Learning via Online Parallel Nonnegative Matrix Factorization.
IEEE Trans. Neural Netw. Learning Syst., 2016

Spatiochromatic Context Modeling for Color Saliency Analysis.
IEEE Trans. Neural Netw. Learning Syst., 2016

Image Categorization by Learning a Propagated Graphlet Path.
IEEE Trans. Neural Netw. Learning Syst., 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

Guest Editorial Special Section on Learning in Non-(geo)metric Spaces.
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

DISC: Deep Image Saliency Computing via Progressive Representation Learning.
IEEE Trans. Neural Netw. Learning Syst., 2016

EIC Editorial.
IEEE Trans. Knowl. Data Eng., 2016

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

Detecting Densely Distributed Graph Patterns for Fine-Grained Image Categorization.
IEEE Trans. Image Processing, 2016

Discriminative Transfer Subspace Learning via Low-Rank and Sparse Representation.
IEEE Trans. Image Processing, 2016

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

Joint Multilabel Classification With Community-Aware Label Graph Learning.
IEEE Trans. Image Processing, 2016

Surveillance Video Synopsis via Scaling Down Objects.
IEEE Trans. Image Processing, 2016

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

Spatiotemporal Statistics for Video Quality Assessment.
IEEE Trans. Image Processing, 2016

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

DSets-DBSCAN: A Parameter-Free Clustering Algorithm.
IEEE Trans. Image Processing, 2016

Unsupervised 3D Local Feature Learning by Circle Convolutional Restricted Boltzmann Machine.
IEEE Trans. Image Processing, 2016

Pedestrian Detection Inspired by Appearance Constancy and Shape Symmetry.
IEEE Trans. Image Processing, 2016

Motion Blur Detection With an Indicator Function for Surveillance Machines.
IEEE Trans. Industrial Electronics, 2016

Block-Row Sparse Multiview Multilabel Learning for Image Classification.
IEEE Trans. Cybernetics, 2016

Spectral Multimodal Hashing and Its Application to Multimedia Retrieval.
IEEE Trans. Cybernetics, 2016

Large-Scale Aerial Image Categorization Using a Multitask Topological Codebook.
IEEE Trans. Cybernetics, 2016

Weakly Supervised Human Fixations Prediction.
IEEE Trans. Cybernetics, 2016

Compact Structure Hashing via Sparse and Similarity Preserving Embedding.
IEEE Trans. Cybernetics, 2016

Weakly Supervised Multilabel Clustering and its Applications in Computer Vision.
IEEE Trans. Cybernetics, 2016

Principal Component 2-D Long Short-Term Memory for Font Recognition on Single Chinese Characters.
IEEE Trans. Cybernetics, 2016

A Local Structural Descriptor for Image Matching via Normalized Graph Laplacian Embedding.
IEEE Trans. Cybernetics, 2016

High-Order Energies for Stereo Segmentation.
IEEE Trans. Cybernetics, 2016

Classifying Discriminative Features for Blur Detection.
IEEE Trans. Cybernetics, 2016

Low-Rank Preserving Projections.
IEEE Trans. Cybernetics, 2016

Learning Spatio-Temporal Representations for Action Recognition: A Genetic Programming Approach.
IEEE Trans. Cybernetics, 2016

Block Principal Component Analysis With Nongreedy ℓ1-Norm Maximization.
IEEE Trans. Cybernetics, 2016

Two-Stage Learning to Predict Human Eye Fixations via SDAEs.
IEEE Trans. Cybernetics, 2016

Robust Semi-Supervised Subspace Clustering via Non-Negative Low-Rank Representation.
IEEE Trans. Cybernetics, 2016

Efficient and Robust Learning for Sustainable and Reacquisition-Enabled Hand Tracking.
IEEE Trans. Cybernetics, 2016

Pixel-to-Model Distance for Robust Background Reconstruction.
IEEE Trans. Circuits Syst. Video Techn., 2016

Superpixel Optimization Using Higher Order Energy.
IEEE Trans. Circuits Syst. Video Techn., 2016

Video Supervoxels Using Partially Absorbing Random Walks.
IEEE Trans. Circuits Syst. Video Techn., 2016

Joint Content Replication and Request Routing for Social Video Distribution Over Cloud CDN: A Community Clustering Method.
IEEE Trans. Circuits Syst. Video Techn., 2016

A-Optimal Projection for Image Representation.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Relay selection for wireless communications against eavesdropping: a security-reliability trade-off perspective.
IEEE Network, 2016

Video parsing via spatiotemporally analysis with images.
Multimedia Tools Appl., 2016

Fuzzy bag of words for social image description.
Multimedia Tools Appl., 2016

Toward solving the Steiner travelling salesman problem on urban road maps using the branch decomposition of graphs.
Inf. Sci., 2016

Projective robust nonnegative factorization.
Inf. Sci., 2016

A parallel primal-dual splitting method for image restoration.
Inf. Sci., 2016

A parallel alternating direction method with application to compound l1-regularized imaging inverse problems.
Inf. Sci., 2016

Synthesized computational aesthetic evaluation of photos.
Neurocomputing, 2016

Speed up deep neural network based pedestrian detection by sharing features across multi-scale models.
Neurocomputing, 2016

Wireless and sensorless 3D ultrasound imaging.
Neurocomputing, 2016

Local structure learning in high resolution remote sensing image retrieval.
Neurocomputing, 2016

Detection of Co-salient Objects by Looking Deep and Wide.
International Journal of Computer Vision, 2016

A survey of sparse representation: algorithms and applications.
CoRR, 2016

Recent Advances in Cloud Radio Access Networks: System Architectures, Key Techniques, and Open Issues.
CoRR, 2016

Convolution in Convolution for Network in Network.
CoRR, 2016

Constrained Low-Rank Learning Using Least Squares-Based Regularization.
CoRR, 2016

Cascaded Subpatch Networks for Effective CNNs.
CoRR, 2016

Learning Multilayer Channel Features for Pedestrian Detection.
CoRR, 2016

Recent Advances in Cloud Radio Access Networks: System Architectures, Key Techniques, and Open Issues.
IEEE Communications Surveys and Tutorials, 2016

Incrementally Detecting Moving Objects in Video with Sparsity and Connectivity.
Cognitive Computation, 2016

Regularized Taylor Echo State Networks for Predictive Control of Partially Observed Systems.
IEEE Access, 2016

Selective Level Set Segmentation Using Fuzzy Region Competition.
IEEE Access, 2016

A Low-Rank Tensor Decomposition Based Hyperspectral Image Compression Algorithm.
Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

Multimodal Learning via Exploring Deep Semantic Similarity.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Non-Negative Matrix Factorization with Sinkhorn Distance.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Parameter-Free Auto-Weighted Multiple Graph Learning: A Framework for Multiview Clustering and Semi-Supervised Classification.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Towards Convolutional Neural Networks Compression via Global Error Reconstruction.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Temporal Multimodal Learning in Audiovisual Speech Recognition.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Pedestrian Detection Inspired by Appearance Constancy and Shape Symmetry.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Robust object tracking via diverse templates.
Proceedings of the International Conference on Computer, 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

Unsupervised Feature Selection with Structured Graph Optimization.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

New l1-Norm Relaxations and Optimizations for Graph Clustering.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Simultaneous Bidirectional Link Selection in Full Duplex MIMO Systems.
IEEE Trans. Wireless Communications, 2015

Targeting Accurate Object Extraction From an Image: A Comprehensive Study of Natural Image Matting.
IEEE Trans. Neural Netw. Learning Syst., 2015

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

Learning a Probabilistic Topology Discovering Model for Scene Categorization.
IEEE Trans. Neural Netw. Learning Syst., 2015

Transfer Learning for Visual Categorization: A Survey.
IEEE Trans. Neural Netw. Learning Syst., 2015

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

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

Structured-Patch Optimization for Dense Correspondence.
IEEE Trans. Multimedia, 2015

Visual Tracking Using Strong Classifier and Structural Local Sparse Descriptors.
IEEE Trans. Multimedia, 2015

When Location Meets Social Multimedia: A Survey on Vision-Based Recognition and Mining for Geo-Social Multimedia Analytics.
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

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

A Class of Manifold Regularized Multiplicative Update Algorithms for Image Clustering.
IEEE Trans. Image Processing, 2015

Robust Video Object Cosegmentation.
IEEE Trans. Image Processing, 2015

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

Relevance Preserving Projection and Ranking for Web Image Search Reranking.
IEEE Trans. Image Processing, 2015

Learning a Nonnegative Sparse Graph for Linear Regression.
IEEE Trans. Image Processing, 2015

Spatial-Aware Object-Level Saliency Prediction by Learning Graphlet Hierarchies.
IEEE Trans. Industrial Electronics, 2015

A Fine-Grained Image Categorization System by Cellet-Encoded Spatial Pyramid Modeling.
IEEE Trans. Industrial Electronics, 2015

Bezier Interpolation for 3-D Freehand Ultrasound.
IEEE Trans. Human-Machine Systems, 2015

A Variational Approach to Simultaneous Image Segmentation and Bias Correction.
IEEE Trans. Cybernetics, 2015

Image Classification With Densely Sampled Image Windows and Generalized Adaptive Multiple Kernel Learning.
IEEE Trans. Cybernetics, 2015

Person Reidentification by Minimum Classification Error-Based KISS Metric Learning.
IEEE Trans. Cybernetics, 2015

Robust Match Fusion Using Optimization.
IEEE Trans. Cybernetics, 2015

Truncation Error Analysis on Reconstruction of Signal From Unsymmetrical Local Average Sampling.
IEEE Trans. Cybernetics, 2015

Semi-Supervised Multitask Learning for Scene Recognition.
IEEE Trans. Cybernetics, 2015

Event-Based Media Enrichment Using an Adaptive Probabilistic Hypergraph Model.
IEEE Trans. Cybernetics, 2015

Large-Scale Unsupervised Hashing with Shared Structure Learning.
IEEE Trans. Cybernetics, 2015

Efficient Video Stitching Based on Fast Structure Deformation.
IEEE Trans. Cybernetics, 2015

Scene Parsing From an MAP Perspective.
IEEE Trans. Cybernetics, 2015

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

Mining Spatial-Temporal Patterns and Structural Sparsity for Human Motion Data Denoising.
IEEE Trans. Cybernetics, 2015

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

Robust Visual Tracking Using Structurally Random Projection and Weighted Least Squares.
IEEE Trans. Circuits Syst. Video Techn., 2015

Accurate Normal and Reflectance Recovery Using Energy Optimization.
IEEE Trans. Circuits Syst. Video Techn., 2015

Robust Discrete Spectral Hashing for Large-Scale Image Semantic Indexing.
IEEE Trans. Big Data, 2015

A Robust Gradient-Based Algorithm to Correct Bias Fields of Brain MR Images.
IEEE Trans. Autonomous Mental Development, 2015

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

Efficient object detection by prediction in 3D space.
Signal Processing, 2015

Flexible sliding windows with adaptive pixel strides.
Signal Processing, 2015

A novel visual codebook model based on fuzzy geometry for large-scale image classification.
Pattern Recognition, 2015

Toward an SDN-enabled big data platform for social TV analytics.
IEEE Network, 2015

Evolutionary compact embedding for large-scale image classification.
Inf. Sci., 2015

Automatic segmentation of breast lesions for interaction in ultrasonic computer-aided diagnosis.
Inf. Sci., 2015

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

Sparse kernel entropy component analysis for dimensionality reduction of biomedical data.
Neurocomputing, 2015

Graph-based learning for segmentation of 3D ultrasound images.
Neurocomputing, 2015

Relay Selection for Wireless Communications Against Eavesdropping: A Security-Reliability Tradeoff Perspective.
CoRR, 2015

Simultaneous Bidirectional Link Selection in Full Duplex MIMO Systems.
CoRR, 2015

Moving Object Detection in Video Using Saliency Map and Subspace Learning.
CoRR, 2015

Learning Sampling Functions for Efficient Object Detection.
CoRR, 2015

Cascade Learning by Optimally Partitioning.
CoRR, 2015

DISC: Deep Image Saliency Computing via Progressive Representation Learning.
CoRR, 2015

Pedestrian Detection Inspired by Appearance Constancy and Shape Symmetry.
CoRR, 2015

A Survey of Sparse Representation: Algorithms and Applications.
IEEE Access, 2015

Visual Coding in a Semantic Hierarchy.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 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

Multi-view Subspace Clustering.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

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

How to represent scenes for classification?
Proceedings of the IEEE China Summit and International Conference on Signal and Information Processing, 2015

Superpixel fats for fast foreground extraction.
Proceedings of the IEEE China Summit and International Conference on Signal and Information Processing, 2015

Representative and diverse video summarization.
Proceedings of the IEEE China Summit and International Conference on Signal and Information Processing, 2015

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

Learning Deep and Wide: A Spectral Method for Learning Deep Networks.
IEEE Trans. Neural Netw. Learning Syst., 2014

Feature Learning for Image Classification Via Multiobjective Genetic Programming.
IEEE Trans. Neural Netw. Learning Syst., 2014

Local Coordinate Concept Factorization for Image Representation.
IEEE Trans. Neural Netw. Learning Syst., 2014

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

Efficient Closed-Loop Multiple-View Registration.
IEEE Trans. Intelligent Transportation Systems, 2014

Adaptive Shape Prior Constrained Level Sets for Bladder MR Image Segmentation.
IEEE J. Biomedical and Health Informatics, 2014

A Probabilistic Associative Model for Segmenting Weakly Supervised Images.
IEEE Trans. Image Processing, 2014

Fusion of Multichannel Local and Global Structural Cues for Photo Aesthetics Evaluation.
IEEE Trans. Image Processing, 2014

Actively Learning Human Gaze Shifting Paths for Semantics-Aware Photo Cropping.
IEEE Trans. Image Processing, 2014

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

Lazy Random Walks for Superpixel Segmentation.
IEEE Trans. Image Processing, 2014

Rank Preserving Discriminant Analysis for Human Behavior Recognition on Wireless Sensor Networks.
IEEE Trans. Industrial Informatics, 2014

Contrast Enhancement-Based Forensics in Digital Images.
IEEE Trans. Information Forensics and Security, 2014

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

Integrating Conventional and Inverse Representation for Face Recognition.
IEEE Trans. Cybernetics, 2014

Data Uncertainty in Face Recognition.
IEEE Trans. Cybernetics, 2014

Topographic NMF for Data Representation.
IEEE Trans. Cybernetics, 2014

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

Robust Hashing With Local Models for Approximate Similarity Search.
IEEE Trans. Cybernetics, 2014

Exposure Fusion Using Boosting Laplacian Pyramid.
IEEE Trans. Cybernetics, 2014

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

From Heuristic Optimization to Dictionary Learning: A Review and Comprehensive Comparison of Image Denoising Algorithms.
IEEE Trans. Cybernetics, 2014

Multiresolution Imaging.
IEEE Trans. Cybernetics, 2014

Facial Skin Beautification Using Adaptive Region-Aware Masks.
IEEE Trans. Cybernetics, 2014

Joint Embedding Learning and Sparse Regression: A Framework for Unsupervised Feature Selection.
IEEE Trans. Cybernetics, 2014

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

Flowing on Riemannian Manifold: Domain Adaptation by Shifting Covariance.
IEEE Trans. Cybernetics, 2014

Spectral Embedded Hashing for Scalable Image Retrieval.
IEEE Trans. Cybernetics, 2014

Interactive Segmentation Using Constrained Laplacian Optimization.
IEEE Trans. Circuits Syst. Video Techn., 2014

Efficient Search and Localization of Human Actions in Video Databases.
IEEE Trans. Circuits Syst. Video Techn., 2014

Pylon line spatial correlation assisted transmission line detection.
IEEE Trans. Aerospace and Electronic Systems, 2014

Object-aware power line detection using color and near-infrared images.
IEEE Trans. Aerospace and Electronic Systems, 2014

Adaptive fusion of particle filtering and spatio-temporal motion energy for human tracking.
Pattern Recognition, 2014

Realistic action recognition via sparsely-constructed Gaussian processes.
Pattern Recognition, 2014

Secrecy Outage and Diversity Analysis of Cognitive Radio Systems.
IEEE Journal on Selected Areas in Communications, 2014

Action recognition by spatio-temporal oriented energies.
Inf. Sci., 2014

Re-texturing by intrinsic video.
Inf. Sci., 2014

GA-SIFT: A new scale invariant feature transform for multispectral image using geometric algebra.
Inf. Sci., 2014

Integrate the original face image and its mirror image for face recognition.
Neurocomputing, 2014

Shrink image by feature matrix decomposition.
Neurocomputing, 2014

Power line detection from optical images.
Neurocomputing, 2014

Group sparse reconstruction for image segmentation.
Neurocomputing, 2014

Optimized graph-based segmentation for ultrasound images.
Neurocomputing, 2014

Image esthetic assessment using both hand-crafting and semantic features.
Neurocomputing, 2014

Locality and similarity preserving embedding for feature selection.
Neurocomputing, 2014

Hierarchical incorporation of shape and shape dynamics for flying bird detection.
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

Toward Multiscreen Social TV with Geolocation-Aware Social Sense.
IEEE MultiMedia, 2014

Efficient dictionary learning for visual categorization.
Computer Vision and Image Understanding, 2014

Secrecy Outage and Diversity Analysis of Cognitive Radio Systems.
CoRR, 2014

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

Toward Scalable Systems for Big Data Analytics: A Technology Tutorial.
IEEE Access, 2014

Toward a biometric-aware cloud service engine for multi-screen video applications.
Proceedings of the ACM SIGCOMM 2014 Conference, 2014

A new sparse feature-based patch for dense correspondence.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Learning to detect stereo saliency.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Hyperspectral biological images compression based on multiway tensor projection.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Learning Hash Functions Using Sparse Reconstruction.
Proceedings of the International Conference on Internet Multimedia Computing and Service, 2014

Person Re-identification by Bidirectional Projection.
Proceedings of the International Conference on Internet Multimedia Computing and Service, 2014

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

Message from Technical Chairs.
Proceedings of the IEEE China Summit & International Conference on Signal and Information Processing, 2014

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

Ranking Graph Embedding for Learning to Rerank.
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

Hessian Regularized Support Vector Machines for Mobile Image Annotation on the Cloud.
IEEE Trans. Multimedia, 2013

Visual-Textual Joint Relevance Learning for Tag-Based Social Image Search.
IEEE Trans. Image Processing, 2013

Manifold Regularized Sparse NMF for Hyperspectral Unmixing.
IEEE Trans. Geoscience and Remote Sensing, 2013

Joint Optimization Toward Effective and Efficient Image Search.
IEEE Trans. Cybernetics, 2013

Saliency Detection by Multiple-Instance Learning.
IEEE Trans. Cybernetics, 2013

LDFT-Based Watermarking Resilient to Local Desynchronization Attacks.
IEEE Trans. Cybernetics, 2013

Rank Preserving Sparse Learning for Kinect Based Scene Classification.
IEEE Trans. Cybernetics, 2013

Intrinsic Image Decomposition Using Optimization and User Scribbles.
IEEE Trans. Cybernetics, 2013

Depth-Aware Image Seam Carving.
IEEE Trans. Cybernetics, 2013

Spectral Segmentation via Midlevel Cues Integrating Geodesic and Intensity.
IEEE Trans. Cybernetics, 2013

Learning Discriminative Key Poses for Action Recognition.
IEEE Trans. Cybernetics, 2013

Linear Tracking for 3-D Medical Ultrasound Imaging.
IEEE Trans. Cybernetics, 2013

Error Analysis of Stochastic Gradient Descent Ranking.
IEEE Trans. Cybernetics, 2013

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

Person Re-Identification by Regularized Smoothing KISS Metric Learning.
IEEE Trans. Circuits Syst. Video Techn., 2013

Prostate Segmentation in MR Images Using Discriminant Boundary Features.
IEEE Trans. Biomed. Engineering, 2013

Multi-spectral saliency detection.
Pattern Recognition Letters, 2013

Heterogeneous image transformation.
Pattern Recognition Letters, 2013

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

Visual saliency detection using information divergence.
Pattern Recognition, 2013

Fast and Accurate Matrix Completion via Truncated Nuclear Norm Regularization.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Greedy regression in sparse coding space for single-image super-resolution.
J. Visual Communication and Image Representation, 2013

Transfer learning for pedestrian detection.
Neurocomputing, 2013

Tracking vehicles as groups in airborne videos.
Neurocomputing, 2013

Mean shift based gradient vector flow for image segmentation.
Computer Vision and Image Understanding, 2013

Global structure constrained local shape prior estimation for medical image segmentation.
Computer Vision and Image Understanding, 2013

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

Cloud3DView: an interactive tool for cloud data center operations.
Proceedings of the ACM SIGCOMM 2013 Conference, 2013

An adaptive and effective single image dehazing algorithm based on dark channel prior.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2013

A novel rain detection and removal approach using guided filtering and formation modeling.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2013

A novel segmentation guided approach for single image dehazing.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2013

What's the Role of Image Matting in Image Segmentation?
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2013

Building holistic descriptors for scene recognition: a multi-objective genetic programming approach.
Proceedings of the ACM Multimedia Conference, 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

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

Complementary Projection Hashing.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Compressed Hashing.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

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

Detection of Sudden Pedestrian Crossings for Driving Assistance Systems.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2012

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

Initialization Independent Clustering With Actively Self-Training Method.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2012

Robust Alternative Minimization for Matrix Completion.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2012

Segmenting Human From Photo Images Based on a Coarse-to-Fine Scheme.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2012

Nonrigid Structure-From-Motion From 2-D Images Using Markov Chain Monte Carlo.
IEEE Trans. Multimedia, 2012

An Improved Nyquist-Shannon Irregular Sampling Theorem From Local Averages.
IEEE Trans. Information Theory, 2012

Single Image Super-Resolution With Non-Local Means and Steering Kernel Regression.
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

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

Selecting Key Poses on Manifold for Pairwise Action Recognition.
IEEE Trans. Industrial Informatics, 2012

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

Visual Attention Accelerated Vehicle Detection in Low-Altitude Airborne Video of Urban Environment.
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

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

Vehicle detection and tracking in airborne videos by multi-motion layer analysis.
Mach. Vis. Appl., 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

Coupled Directional Level Set for MR Image Segmentation.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

Multi-atlas Based Image Selection with Label Image Constraint.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

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

Beyond Spatial Pyramids: A New Feature Extraction Framework with Dense Spatial Sampling for Image Classification.
Proceedings of the Computer Vision - ECCV 2012, 2012

Matrix completion by Truncated Nuclear Norm Regularization.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

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

Geometry constrained sparse coding for single image super-resolution.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

A-Optimal Non-negative Projection for image representation.
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

Semisupervised Dimensionality Reduction and Classification Through Virtual Label Regression.
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

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

Vehicle Detection and Motion Analysis in Low-Altitude Airborne Video Under Urban Environment.
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

Efficient HOG human detection.
Signal Processing, 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

Single-image super-resolution via local learning.
Int. J. Machine Learning & Cybernetics, 2011

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

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

Travelogue Enriching and Scenic Spot Overview Based on Textual and Visual Topic Models.
IJPRAI, 2011

Two dimensional principal components of natural images and its application.
Neurocomputing, 2011

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

Rapid pedestrian detection in unseen scenes.
Neurocomputing, 2011

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

Local semi-supervised regression for single-image super-resolution.
Proceedings of the IEEE 13th International Workshop on Multimedia Signal Processing (MMSP 2011), 2011

Local learning-based image super-resolution.
Proceedings of the IEEE 13th International Workshop on Multimedia Signal Processing (MMSP 2011), 2011

Collaborative Kalman filters for vehicle tracking.
Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011

Putting poses on manifold for action recognition.
Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011

Segmenting Images by Combining Selected Atlases on Manifold.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Estimating patient-specific shape prior for medical image segmentation.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Learning shape statistics for hierarchical 3D medical image segmentation.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

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

Robust color correction in stereo vision.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Multimodal learning for multi-label image classification.
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

A novel alternative algorithm for limited angle tomography.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Putting images on a manifold for atlas-based image segmentation.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Linear SVM classification using boosting HOG features for vehicle detection in low-altitude airborne videos.
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

Single-Image Super-Resolution via Sparse Coding Regression.
Proceedings of the Sixth International Conference on Image and Graphics, 2011

KLT Feature Based Vehicle Detection and Tracking in Airborne Videos.
Proceedings of the Sixth International Conference on Image and Graphics, 2011

Accelerating Vehicle Detection in Low-Altitude Airborne Urban Video.
Proceedings of the Sixth International Conference on Image and Graphics, 2011

Intrinsic images using optimization.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Medical Image Segmentation Using Descriptive Image Features.
Proceedings of the British Machine Vision Conference, 2011

Image Denoising via Improved Sparse Coding.
Proceedings of the British Machine Vision Conference, 2011

Target-oriented shape modeling with structure constraint for image segmentation.
Proceedings of the First Asian Conference on Pattern Recognition, 2011

Designing and selecting features for MR image segmentation.
Proceedings of the First Asian Conference on Pattern Recognition, 2011

Image denoising via weight regression.
Proceedings of the First Asian Conference on Pattern Recognition, 2011

Local adaptive dictionary based image denoising.
Proceedings of the First Asian Conference on Pattern Recognition, 2011

Single-image super-resolution based on semi-supervised learning.
Proceedings of the First Asian Conference on Pattern Recognition, 2011

Utilizing homotopy for single image superresolution.
Proceedings of the First Asian Conference on Pattern Recognition, 2011

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

2010
Discriminative Orthogonal Neighborhood-Preserving Projections for Classification.
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

L1-Norm-Based 2DPCA.
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

Deterministic Column-Based Matrix Decomposition.
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

Footwear for Gender Recognition.
IEEE Trans. Circuits Syst. Video Techn., 2010

Robust Tensor Analysis With L1-Norm.
IEEE Trans. Circuits Syst. Video Techn., 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

Incremental pairwise discriminant analysis based visual tracking.
Neurocomputing, 2010

Subspace Learning.
Neurocomputing, 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

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

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

Scene segmentation based on IPCA for visual surveillance.
Neurocomputing, 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

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

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

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

2008
Effective Feature Extraction in High-Dimensional Space.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 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

Discriminant Locally Linear Embedding With High-Order Tensor Data.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 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

Gabor-Based Region Covariance Matrices for Face Recognition.
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

Recovery of Nonrigid Structures from 2D Observations.
IJPRAI, 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

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

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

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

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

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

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

Addressing the Problems of Detecting Faces with Neural Networks.
Int. J. Image Graphics, 2007

Computer vision and pattern recognition.
Int. J. Comput. Math., 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

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
Insignificant shadow detection for video segmentation.
IEEE Trans. Circuits Syst. Video Techn., 2005

Cast shadow detection in video segmentation.
Pattern Recognition Letters, 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
Anchorperson extraction for Picture in Picture news video.
Pattern Recognition Letters, 2004

Artistic mosaic generation.
Proceedings of the Third International Conference on Image and Graphics, 2004

2003
Adaptive color quantization based on perceptive edge protection.
Pattern Recognition Letters, 2003

Watermarking in secure image retrieval.
Pattern Recognition Letters, 2003

Image retrieval based on perceptive weighted color blocks.
Pattern Recognition Letters, 2003


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