Dong Xu

According to our database1, Dong Xu authored at least 144 papers between 2004 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
Collaborative Representation Cascade for Single-Image Super-Resolution.
IEEE Trans. Systems, Man, and Cybernetics: Systems, 2019

Learning Rotation-Invariant and Fisher Discriminative Convolutional Neural Networks for Object Detection.
IEEE Trans. Image Processing, 2019

Accelerating Flexible Manifold Embedding for Scalable Semi-Supervised Learning.
IEEE Trans. Circuits Syst. Video Techn., 2019

2018
An Exemplar-Based Multi-View Domain Generalization Framework for Visual Recognition.
IEEE Trans. Neural Netw. Learning Syst., 2018

Advanced Deep-Learning Techniques for Salient and Category-Specific Object Detection: A Survey.
IEEE Signal Process. Mag., 2018

Skeleton-Based Action Recognition Using Spatio-Temporal LSTM Network with Trust Gates.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Domain Generalization and Adaptation Using Low Rank Exemplar SVMs.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Visual Recognition in RGB Images and Videos by Learning from RGB-D Data.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Feature Adaptation and Augmentation for Cross-Scene Hyperspectral Image Classification.
IEEE Geosci. Remote Sensing Lett., 2018

DVC: An End-to-end Deep Video Compression Framework.
CoRR, 2018

Deep Kalman Filtering Network for Video Compression Artifact Reduction.
Proceedings of the Computer Vision - ECCV 2018, 2018

Collaborative and Adversarial Network for Unsupervised Domain Adaptation.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
Action and Event Recognition in Videos by Learning From Heterogeneous Web Sources.
IEEE Trans. Neural Netw. Learning Syst., 2017

Visual Recognition by Learning From Web Data via Weakly Supervised Domain Generalization.
IEEE Trans. Neural Netw. Learning Syst., 2017

Object-Based Multiple Foreground Segmentation in RGBD Video.
IEEE Trans. Image Processing, 2017

Skeleton-Based Action Recognition Using Spatio-Temporal LSTM Network with Trust Gates.
CoRR, 2017

Dependency Exploitation: A Unified CNN-RNN Approach for Visual Emotion Recognition.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Complex Event Detection by Identifying Reliable Shots from Untrimmed Videos.
Proceedings of the IEEE International Conference on Computer Vision, 2017

SPFTN: A Self-Paced Fine-Tuning Network for Segmenting Objects in Weakly Labelled Videos.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Robust Kernel Low-Rank Representation.
IEEE Trans. Neural Netw. Learning Syst., 2016

Guest Editorial Special Section on Visual Saliency Computing and Learning.
IEEE Trans. Neural Netw. Learning Syst., 2016

Image Classification by Cross-Media Active Learning With Privileged Information.
IEEE Trans. Multimedia, 2016

Co-Labeling for Multi-View Weakly Labeled Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

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

Exploiting Privileged Information from Web Data for Action and Event Recognition.
International Journal of Computer Vision, 2016

Learning Multi-level Deep Representations for Image Emotion Classification.
CoRR, 2016

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

Domain Adaptive Fisher Vector for Visual Recognition.
Proceedings of the Computer Vision - ECCV 2016, 2016

Proximal Riemannian Pursuit for Large-Scale Trace-Norm Minimization.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Fast Algorithms for Linear and Kernel SVM+.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
Distance Metric Learning Using Privileged Information for Face Verification and Person Re-Identification.
IEEE Trans. Neural Netw. Learning Syst., 2015

Automatic Face Naming by Learning Discriminative Affinity Matrices From Weakly Labeled Images.
IEEE Trans. Neural Netw. Learning Syst., 2015

Object-Based Multiple Foreground Video Co-Segmentation via Multi-State Selection Graph.
IEEE Trans. Image Processing, 2015

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

Automatic Optic Disc Detection in OCT Slices via Low-Rank Reconstruction.
IEEE Trans. Biomed. Engineering, 2015

Scalable Nuclear-norm Minimization by Subspace Pursuit Proximal Riemannian Gradient.
CoRR, 2015

Multi-view Domain Generalization for Visual Recognition.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

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

Visual recognition by learning from web data: A weakly supervised domain generalization approach.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Object-based RGBD image co-segmentation with mutex constraint.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Regularity Preserved Superpixels and Supervoxels.
IEEE Trans. Multimedia, 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

Semisupervised Hashing via Kernel Hyperplane Learning for Scalable Image Search.
IEEE Trans. Circuits Syst. Video Techn., 2014

Learning With Augmented Features for Supervised and Semi-Supervised Heterogeneous Domain Adaptation.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Exploiting Low-Rank Structure from Latent Domains for Domain Generalization.
Proceedings of the Computer Vision - ECCV 2014, 2014

Weighted Block-Sparse Low Rank Representation for Face Clustering in Videos.
Proceedings of the Computer Vision - ECCV 2014, 2014

Exploiting Privileged Information from Web Data for Image Categorization.
Proceedings of the Computer Vision - ECCV 2014, 2014

Object-Based Multiple Foreground Video Co-segmentation.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Recognizing RGB Images by Learning from RGB-D Data.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Soft Margin Multiple Kernel Learning.
IEEE Trans. Neural Netw. Learning Syst., 2013

Learning Prototype Hyperplanes for Face Verification in the Wild.
IEEE Trans. Image Processing, 2013

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

Action Recognition Using Multilevel Features and Latent Structural SVM.
IEEE Trans. Circuits Syst. Video Techn., 2013

Adaptive discriminant learning for face recognition.
Pattern Recognition, 2013

Efficient Reconstruction-Based Optic Cup Localization for Glaucoma Screening.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Automatic Grading of Nuclear Cataracts from Slit-Lamp Lens Images Using Group Sparsity Regression.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Semantically-Based Human Scanpath Estimation with HMMs.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Learning by Associating Ambiguously Labeled Images.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Fusing Robust Face Region Descriptors via Multiple Metric Learning for Face Recognition in the Wild.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Event Recognition in Videos by Learning from Heterogeneous Web Sources.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Detection of Sudden Pedestrian Crossings for Driving Assistance Systems.
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

Semi-Supervised Dimension Reduction Using Trace Ratio Criterion.
IEEE Trans. Neural Netw. Learning Syst., 2012

Domain Adaptation From Multiple Sources: A Domain-Dependent Regularization Approach.
IEEE Trans. Neural Netw. Learning Syst., 2012

Laplacian Embedded Regression for Scalable Manifold Regularization.
IEEE Trans. Neural Netw. Learning Syst., 2012

Tag-Based Image Retrieval Improved by Augmented Features and Group-Based Refinement.
IEEE Trans. Multimedia, 2012

Human Gait Recognition Using Patch Distribution Feature and Locality-Constrained Group Sparse Representation.
IEEE Trans. Image Processing, 2012

Histogram Contextualization.
IEEE Trans. Image Processing, 2012

Patch Distribution Compatible Semisupervised Dimension Reduction for Face and Human Gait Recognition.
IEEE Trans. Circuits Syst. Video Techn., 2012

A Multimedia Retrieval Framework Based on Semi-Supervised Ranking and Relevance Feedback.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Visual Event Recognition in Videos by Learning from Web Data.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Domain Transfer Multiple Kernel Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Learning with Augmented Features for Heterogeneous Domain Adaptation
CoRR, 2012

Efficient Optic Cup Detection from Intra-image Learning with Retinal Structure Priors.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Learning with Augmented Features for Heterogeneous Domain Adaptation.
Proceedings of the 29th International Conference on Machine Learning, 2012

Handling Ambiguity via Input-Output Kernel Learning.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Co-labeling: A New Multi-view Learning Approach for Ambiguous Problems.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012

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

Batch mode Adaptive Multiple Instance Learning for computer vision tasks.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Exploiting web images for event recognition in consumer videos: A multiple source domain adaptation approach.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Efficient Discriminative Learning of Class Hierarchy for Many Class Prediction.
Proceedings of the Computer Vision - ACCV 2012, 2012

2011
Semisupervised Dimensionality Reduction and Classification Through Virtual Label Regression.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2011

Introduction to special issue on social media.
TOMCCAP, 2011

Spectral Embedded Clustering: A Framework for In-Sample and Out-of-Sample Spectral Clustering.
IEEE Trans. Neural Networks, 2011

Improving Web Image Search by Bag-Based Reranking.
IEEE Trans. Image Processing, 2011

Textual Query of Personal Photos Facilitated by Large-Scale Web Data.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Sliding Window and Regression Based Cup Detection in Digital Fundus Images for Glaucoma Diagnosis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Text-based image retrieval using progressive multi-instance learning.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Action recognition using context and appearance distribution features.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Side-Information based Linear Discriminant Analysis for Face Recognition.
Proceedings of the British Machine Vision Conference, 2011

2010
Image Clustering Using Local Discriminant Models and Global Integration.
IEEE Trans. Image Processing, 2010

Flexible Manifold Embedding: A Framework for Semi-Supervised and Unsupervised Dimension Reduction.
IEEE Trans. Image Processing, 2010

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

Near Duplicate Identification With Spatially Aligned Pyramid Matching.
IEEE Trans. Circuits Syst. Video Techn., 2010

Face and Human Gait Recognition Using Image-to-Class Distance.
IEEE Trans. Circuits Syst. Video Techn., 2010

Cross-media retrieval using query dependent search methods.
Pattern Recognition, 2010

Understanding multimedia content using web scale social media data.
Proceedings of the 18th International Conference on Multimedia 2010, 2010

Regularized Trace Ratio Discriminant Analysis with Patch Distribution Feature for human gait recognition.
Proceedings of the International Conference on Image Processing, 2010

Visual event recognition in videos by learning from web data.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Tag-based web photo retrieval improved by batch mode re-tagging.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Semi-Supervised Bilinear Subspace Learning.
IEEE Trans. Image Processing, 2009

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

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

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

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

Ranking with local regression and global alignment for cross media retrieval.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

T-IRS: textual query based image retrieval system for consumer photos.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Using large-scale web data to facilitate textual query based retrieval of consumer photos.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

First ACM SIGMM international workshop onsocial media (WSM'09).
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Spectral Embedded Clustering.
Proceedings of the IJCAI 2009, 2009

Domain adaptation from multiple sources via auxiliary classifiers.
Proceedings of the 26th Annual International Conference on Machine Learning, 2009

Domain Transfer SVM for video concept detection.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

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

Face Recognition Using Spatially Constrained Earth Mover's Distance.
IEEE Trans. Image Processing, 2008

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

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

An Introduction to the Special Issue on Event Analysis in Videos.
IEEE Trans. Circuits Syst. Video Techn., 2008

Video Event Recognition Using Kernel Methods with Multilevel Temporal Alignment.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Near duplicate image identification with patially Aligned Pyramid Matching.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Rank-One Projections With Adaptive Margins for Face Recognition.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2007

Multilinear Discriminant Analysis for Face Recognition.
IEEE Trans. Image Processing, 2007

Face Verification With Balanced Thresholds.
IEEE Trans. Image Processing, 2007

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

Nonlinear Discriminant Analysis on Embedded Manifold.
IEEE Trans. Circuits Syst. Video Techn., 2007

Graph Embedding and Extensions: A General Framework for Dimensionality Reduction.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

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

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

Visual Event Recognition in News Video using Kernel Methods with Multi-Level Temporal Alignment.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

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

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

Rank-one Projections with Adaptive Margins for Face Recognition.
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

Parallel Image Matrix Compression for Face Recognition.
Proceedings of the 11th International Conference on Multi Media Modeling (MMM 2005), 2005

Fisher+Kernel Criterion for Discriminant Analysis.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Coupled Kernel-Based Subspace Learning.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Graph Embedding: A General Framework for Dimensionality Reduction.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Discriminant Analysis with Tensor Representation.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Concurrent Subspaces Analysis.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2004
Mesh editing with poisson-based gradient field manipulation.
ACM Trans. Graph., 2004

Anchorperson extraction for Picture in Picture news video.
Pattern Recognition Letters, 2004

Indoor shadow detection for video segmentation.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004


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