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Dong Xu - Publications

Affiliations: 
2001 Columbia University, New York, NY 
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76 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Su R, Xu D, Zhou L, Ouyang W. Progressive Cross-stream Cooperation in Spatial and Temporal Domain for Action Localization. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32750775 DOI: 10.1109/Tpami.2020.2997860  0.337
2020 Lu G, Zhang X, Ouyang W, Chen L, Gao Z, Xu D. An End-to-End Learning Framework for Video Compression. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 32324541 DOI: 10.1109/Tpami.2020.2988453  0.311
2020 Zhang Z, Xu D, Ouyang W, Tan C. Show, Tell and Summarize: Dense Video Captioning Using Visual Cue Aided Sentence Summarization Ieee Transactions On Circuits and Systems For Video Technology. 30: 3130-3139. DOI: 10.1109/Tcsvt.2019.2936526  0.337
2020 Rao T, Xu M, Xu D. Learning Multi-level Deep Representations for Image Emotion Classification Neural Processing Letters. 51: 2043-2061. DOI: 10.1007/S11063-019-10033-9  0.366
2019 Zhang W, Xu D, Ouyang W, Li W. Self-Paced Collaborative and Adversarial Network for Unsupervised Domain Adaptation. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 31880543 DOI: 10.1109/Tpami.2019.2962476  0.353
2019 Han J, Yang Y, Zhang D, Huang D, Xu D, De La Torre F. Weakly-Supervised Learning of Category-specific 3D Object Shapes. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 31670664 DOI: 10.1109/Tpami.2019.2949562  0.335
2019 Lu G, Zhang X, Ouyang W, Xu D, Chen L, Gao Z. Deep Non-local Kalman Network for Video Compression Artifact Reduction. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 31567090 DOI: 10.1109/Tip.2019.2943214  0.325
2019 Han J, Yao X, Cheng G, Feng X, Xu D. P-CNN: Part-Based Convolutional Neural Networks for Fine-Grained Visual Categorization. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 31398107 DOI: 10.1109/Tpami.2019.2933510  0.363
2019 Zhang D, Han J, Zhang Y, Xu D. Synthesizing Supervision for Learning Deep Saliency Network without Human Annotation. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 30794509 DOI: 10.1109/Tpami.2019.2900649  0.381
2019 Cheng G, Han J, Zhou P, Xu D. Learning Rotation-Invariant and Fisher Discriminative Convolutional Neural Networks for Object Detection. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 28: 265-278. PMID 30235112 DOI: 10.1109/Tip.2018.2867198  0.356
2019 Zhang J, Li W, Ogunbona P, Xu D. Recent Advances in Transfer Learning for Cross-Dataset Visual Recognition: A Problem-Oriented Perspective Acm Computing Surveys. 52: 7. DOI: 10.1145/3291124  0.315
2019 Zhang Y, Zhang Y, Zhang J, Xu D, Fu Y, Wang Y, Ji X, Dai Q. Collaborative Representation Cascade for Single-Image Super-Resolution Ieee Transactions On Systems, Man, and Cybernetics: Systems. 49: 845-860. DOI: 10.1109/Tsmc.2017.2705480  0.347
2019 Qiu S, Nie F, Xu X, Qing C, Xu D. Accelerating Flexible Manifold Embedding for Scalable Semi-Supervised Learning Ieee Transactions On Circuits and Systems For Video Technology. 29: 2786-2795. DOI: 10.1109/Tcsvt.2018.2869875  0.385
2018 Zhang D, Han J, Yang L, Xu D. SPFTN: A Joint Learning Framework for Localizing and Segmenting Objects in Weakly Labeled Videos. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 30442600 DOI: 10.1109/Tpami.2018.2881114  0.356
2018 Zhang C, Fu H, Hu Q, Cao X, Xie Y, Tao D, Xu D. Generalized Latent Multi-View Subspace Clustering. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 30369436 DOI: 10.1109/Tpami.2018.2877660  0.349
2018 Han J, Zhang D, Cheng G, Liu N, Xu D. Advanced Deep-Learning Techniques for Salient and Category-Specific Object Detection: A Survey Ieee Signal Processing Magazine. 35: 84-100. DOI: 10.1109/Msp.2017.2749125  0.339
2018 Shen J, Cao X, Li Y, Xu D. Feature Adaptation and Augmentation for Cross-Scene Hyperspectral Image Classification Ieee Geoscience and Remote Sensing Letters. 15: 622-626. DOI: 10.1109/Lgrs.2018.2799628  0.39
2017 Liu J, Shahroudy A, Xu D, Kot Chichung A, Wang G. Skeleton-Based Action Recognition Using Spatio-Temporal LSTM Network with Trust Gates. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 29990167 DOI: 10.1109/Tpami.2017.2771306  0.354
2017 Li W, Chen L, Xu D, Van Gool L. Visual Recognition in RGB Images and Videos by Learning from RGB-D Data. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 28783624 DOI: 10.1109/Tpami.2017.2734890  0.404
2017 Li W, Xu Z, Xu D, Dai D, Van Gool L. Domain Generalization and Adaptation using Low Rank Exemplar SVMs. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 28534767 DOI: 10.1109/Tpami.2017.2704624  0.329
2017 Guo K, Liu L, Xu X, Xu D, Tao D. GoDec+: Fast and Robust Low-Rank Matrix Decomposition Based on Maximum Correntropy. Ieee Transactions On Neural Networks and Learning Systems. PMID 28436892 DOI: 10.1109/Tnnls.2016.2643286  0.327
2017 Fu H, Xu D, Lin S. Object-based Multiple Foreground Segmentation in RGBD Video. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 28092539 DOI: 10.1109/Tip.2017.2651369  0.351
2016 Niu L, Li W, Xu D, Cai J. An Exemplar-Based Multi-View Domain Generalization Framework for Visual Recognition. Ieee Transactions On Neural Networks and Learning Systems. PMID 27834652 DOI: 10.1109/Tnnls.2016.2615469  0.36
2016 Han J, Shao L, Vasconcelos N, Xu D. Guest Editorial Special Section on Visual Saliency Computing and Learning Ieee Transactions On Neural Networks and Learning Systems. 27: 1118-1121. DOI: 10.1109/Tnnls.2016.2522738  0.314
2016 Yan Y, Nie F, Li W, Gao C, Yang Y, Xu D. Image Classification by Cross-Media Active Learning With Privileged Information Ieee Transactions On Multimedia. 18: 2494-2502. DOI: 10.1109/Tmm.2016.2602938  0.376
2015 Xiao S, Xu D, Wu J. Automatic Face Naming by Learning Discriminative Affinity Matrices From Weakly Labeled Images. Ieee Transactions On Neural Networks and Learning Systems. PMID 25616081 DOI: 10.1109/Tnnls.2014.2386307  0.382
2015 Yan S, Xu X, Xu D, Lin S, Li X. Image Classification With Densely Sampled Image Windows and Generalized Adaptive Multiple Kernel Learning Ieee Transactions On Systems, Man, and Cybernetics. 45: 381-390. PMID 24968365 DOI: 10.1109/Tcyb.2014.2326596  0.403
2015 Niu L, Li W, Xu D. Exploiting Privileged Information from Web Data for Action and Event Recognition International Journal of Computer Vision. DOI: 10.1007/S11263-015-0862-5  0.334
2014 Li W, Duan L, Xu D, Tsang IW. Learning With Augmented Features for Supervised and Semi-Supervised Heterogeneous Domain Adaptation Ieee Transactions On Pattern Analysis and Machine Intelligence. 36: 1134-1148. PMID 26353276 DOI: 10.1109/Tpami.2013.167  0.374
2014 Cui Z, Li W, Xu D, Shan S, Chen X, Li X. Flowing on Riemannian manifold: domain adaptation by shifting covariance. Ieee Transactions On Cybernetics. 44: 2264-73. PMID 25415937 DOI: 10.1109/Tcyb.2014.2305701  0.308
2014 Chen L, Xu D, Tsang IW, Li X. Spectral Embedded Hashing for Scalable Image Retrieval Ieee Transactions On Systems, Man, and Cybernetics. 44: 1180-1190. PMID 24951546 DOI: 10.1109/Tcyb.2013.2281366  0.36
2014 Fu H, Cao X, Tang D, Han Y, Xu D. Regularity Preserved Superpixels and Supervoxels Ieee Transactions On Multimedia. 16: 1165-1175. DOI: 10.1109/Tmm.2014.2305571  0.335
2014 Meng L, Tan A, Xu D. Semi-Supervised Heterogeneous Fusion for Multimedia Data Co-Clustering Ieee Transactions On Knowledge and Data Engineering. 26: 2293-2306. DOI: 10.1109/Tkde.2013.47  0.364
2014 Kan M, Xu D, Shan S, Chen X. Semisupervised Hashing via Kernel Hyperplane Learning for Scalable Image Search Ieee Transactions On Circuits and Systems For Video Technology. 24: 704-713. DOI: 10.1109/Tcsvt.2013.2276713  0.399
2014 Xu D, Chellappa R, Darrell T, Daumé H. Guest Editor's Introduction to the special issue on domain adaptation for vision applications International Journal of Computer Vision. 109: 1-2. DOI: 10.1007/S11263-014-0730-8  0.311
2013 Xu X, Tsang IW, Xu D. Soft Margin Multiple Kernel Learning Ieee Transactions On Neural Networks. 24: 749-761. PMID 24808425 DOI: 10.1109/Tnnls.2012.2237183  0.36
2013 Wei S, Xu D, Li X, Zhao Y. Joint optimization toward effective and efficient image search. Ieee Transactions On Cybernetics. 43: 2216-27. PMID 23757530 DOI: 10.1109/Tcyb.2013.2245890  0.341
2013 Kan M, Xu D, Shan S, Li W, Chen X. Learning prototype hyperplanes for face verification in the wild. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 22: 3310-6. PMID 23568506 DOI: 10.1109/Tip.2013.2256918  0.375
2013 Xiong Z, Xu D, Sun X, Wu F. Example-Based Super-Resolution With Soft Information and Decision Ieee Transactions On Multimedia. 15: 1458-1465. DOI: 10.1109/Tmm.2013.2264654  0.334
2013 Wu X, Xu D, Duan L, Luo J, Jia Y. Action Recognition Using Multilevel Features and Latent Structural SVM Ieee Transactions On Circuits and Systems For Video Technology. 23: 1422-1431. DOI: 10.1109/Tcsvt.2013.2244794  0.356
2013 Kan M, Shan S, Su Y, Xu D, Chen X. Adaptive discriminant learning for face recognition Pattern Recognition. 46: 2497-2509. DOI: 10.1016/J.Patcog.2013.01.037  0.323
2012 Huang Y, Xu D, Nie F. Semi-Supervised Dimension Reduction Using Trace Ratio Criterion Ieee Transactions On Neural Networks. 23: 519-526. PMID 24808556 DOI: 10.1109/Tnnls.2011.2178037  0.35
2012 Duan L, Xu D, Tsang IW. Domain Adaptation From Multiple Sources: A Domain-Dependent Regularization Approach Ieee Transactions On Neural Networks. 23: 504-518. PMID 24808555 DOI: 10.1109/Tnnls.2011.2178556  0.322
2012 Chen L, Tsang IW, Xu D. Laplacian Embedded Regression for Scalable Manifold Regularization Ieee Transactions On Neural Networks. 23: 902-915. PMID 24806762 DOI: 10.1109/Tnnls.2012.2190420  0.347
2012 Wang H, Xu D. Comprehensive common spatial patterns with temporal structure information of EEG data: minimizing nontask related EEG component. Ieee Transactions On Bio-Medical Engineering. 59: 2496-505. PMID 22736634 DOI: 10.1109/Tbme.2012.2205383  0.306
2012 Li J, Xu D, Gao W. Removing Label Ambiguity in Learning-Based Visual Saliency Estimation Ieee Transactions On Image Processing. 21: 1513-1525. PMID 22180509 DOI: 10.1109/Tip.2011.2179665  0.343
2012 Yang Y, Nie F, Xu D, Luo J, Zhuang Y, Pan Y. A multimedia retrieval framework based on semi-supervised ranking and relevance feedback. Ieee Transactions On Pattern Analysis and Machine Intelligence. 34: 723-42. PMID 21844624 DOI: 10.1109/Tpami.2011.170  0.381
2012 Feng J, Ni B, Xu D, Yan S. Histogram Contextualization Ieee Transactions On Image Processing. 21: 778-788. PMID 21824847 DOI: 10.1109/Tip.2011.2163521  0.375
2012 Xu D, Huang Y, Zeng Z, Xu X. Human Gait Recognition Using Patch Distribution Feature and Locality-Constrained Group Sparse Representation Ieee Transactions On Image Processing. 21: 316-326. PMID 21724511 DOI: 10.1109/Tip.2011.2160956  0.379
2012 Duan L, Tsang IW, Xu D. Domain Transfer Multiple Kernel Learning Ieee Transactions On Pattern Analysis and Machine Intelligence. 34: 465-479. PMID 21646679 DOI: 10.1109/Tpami.2011.114  0.344
2012 Chen L, Xu D, Tsang IW, Luo J. Tag-Based Image Retrieval Improved by Augmented Features and Group-Based Refinement Ieee Transactions On Multimedia. 14: 1057-1067. DOI: 10.1109/Tmm.2012.2187435  0.37
2012 Huang Y, Xu D, Nie F. Patch Distribution Compatible Semisupervised Dimension Reduction for Face and Human Gait Recognition Ieee Transactions On Circuits and Systems For Video Technology. 22: 479-488. DOI: 10.1109/Tcsvt.2012.2186731  0.375
2011 Nie F, Zeng Z, Tsang IW, Xu D, Zhang C. Spectral Embedded Clustering: A Framework for In-Sample and Out-of-Sample Spectral Clustering Ieee Transactions On Neural Networks. 22: 1796-1808. PMID 21965198 DOI: 10.1109/Tnn.2011.2162000  0.305
2011 Duan L, Li W, Tsang IW, Xu D. Improving Web Image Search by Bag-Based Reranking Ieee Transactions On Image Processing. 20: 3280-3290. PMID 21659029 DOI: 10.1109/Tip.2011.2159227  0.414
2011 Liu Y, Xu D, Tsang IW, Luo J. Textual query of personal photos facilitated by large-scale web data. Ieee Transactions On Pattern Analysis and Machine Intelligence. 33: 1022-36. PMID 20714015 DOI: 10.1109/Tpami.2010.142  0.384
2010 Yang Y, Xu D, Nie F, Yan S, Zhuang Y. Image Clustering Using Local Discriminant Models and Global Integration Ieee Transactions On Image Processing. 19: 2761-2773. PMID 20423802 DOI: 10.1109/Tip.2010.2049235  0.33
2010 Nie F, Xu D, Tsang IW, Zhang C. Flexible Manifold Embedding: A Framework for Semi-Supervised and Unsupervised Dimension Reduction Ieee Transactions On Image Processing. 19: 1921-1932. PMID 20215078 DOI: 10.1109/Tip.2010.2044958  0.317
2010 Yang Y, Zhuang Y, Tao D, Xu D, Yu J, Luo J. Recognizing Cartoon Image Gestures for Retrieval and Interactive Cartoon Clip Synthesis Ieee Transactions On Circuits and Systems For Video Technology. 20: 1745-1756. DOI: 10.1109/Tcsvt.2010.2087452  0.384
2010 Xu D, Cham TJ, Yan S, Duan L, Chang S. Near Duplicate Identification With Spatially Aligned Pyramid Matching Ieee Transactions On Circuits and Systems For Video Technology. 20: 1068-1079. DOI: 10.1109/Tcsvt.2010.2051286  0.38
2010 Huang Y, Xu D, Cham T. Face and Human Gait Recognition Using Image-to-Class Distance Ieee Transactions On Circuits and Systems For Video Technology. 20: 431-438. DOI: 10.1109/Tcsvt.2009.2035852  0.352
2010 Yang Y, Wu F, Xu D, Zhuang Y, Chia L. Cross-media retrieval using query dependent search methods Pattern Recognition. 43: 2927-2936. DOI: 10.1016/J.Patcog.2010.02.015  0.342
2009 Xu D, Yan S, Lin S, Huang TS, Chang SF. Enhancing bilinear subspace learning by element rearrangement. Ieee Transactions On Pattern Analysis and Machine Intelligence. 31: 1913-20. PMID 19696459 DOI: 10.1109/Tpami.2009.51  0.356
2009 Xu D, Yan S. Semi-Supervised Bilinear Subspace Learning Ieee Transactions On Image Processing. 18: 1671-1676. PMID 19447714 DOI: 10.1109/Tip.2009.2018015  0.378
2008 Xu D, Yan S, Luo J. Face recognition using spatially constrained earth mover's distance. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 17: 2256-60. PMID 18854252 DOI: 10.1109/Tip.2008.2004430  0.354
2008 Xu D, Chang SF. Video event recognition using kernel methods with multilevel temporal alignment. Ieee Transactions On Pattern Analysis and Machine Intelligence. 30: 1985-97. PMID 18787246 DOI: 10.1109/Tpami.2008.129  0.344
2008 Xu D, Yan S, Lin S, Huang TS. Convergent 2-D Subspace Learning With Null Space Analysis Ieee Transactions On Circuits and Systems For Video Technology. 18: 1753-1759. DOI: 10.1109/Tcsvt.2008.2005799  0.338
2008 Xu D, Yan S, Zhang L, Lin S, Zhang H, Huang TS. Reconstruction and Recognition of Tensor-Based Objects With Concurrent Subspaces Analysis Ieee Transactions On Circuits and Systems For Video Technology. 18: 36-47. DOI: 10.1109/Tcsvt.2007.903317  0.397
2007 Xu D, Yan S, Tao D, Lin S, Zhang H. Marginal Fisher Analysis and Its Variants for Human Gait Recognition and Content- Based Image Retrieval Ieee Transactions On Image Processing. 16: 2811-2821. PMID 17990757 DOI: 10.1109/Tip.2007.906769  0.391
2007 Yan S, Xu D, Yang Q, Zhang L, Tang X, Zhang H. Multilinear Discriminant Analysis for Face Recognition Ieee Transactions On Image Processing. 16: 212-220. PMID 17283779 DOI: 10.1109/Tip.2006.884929  0.393
2007 Yan S, Xu D, Zhang B, Zhang H, Yang Q, Lin S. Graph Embedding and Extensions: A General Framework for Dimensionality Reduction Ieee Transactions On Pattern Analysis and Machine Intelligence. 29: 40-51. PMID 17108382 DOI: 10.1109/Tpami.2007.12  0.309
2007 Xu D, Tao D, Li X, Yan S. Face Recognition — A Generalized Marginal Fisher Analysis Approach International Journal of Image and Graphics. 7: 583-591. DOI: 10.1142/S0219467807002817  0.35
2007 Yan S, Hu Y, Xu D, Zhang H, Zhang B, Cheng Q. Nonlinear Discriminant Analysis on Embedded Manifold Ieee Transactions On Circuits and Systems For Video Technology. 17: 468-477. DOI: 10.1109/Tcsvt.2007.893837  0.357
2006 Xu D, Yan S, Tao D, Zhang L, Li X, Zhang H. Human Gait Recognition With Matrix Representation Ieee Transactions On Circuits and Systems For Video Technology. 16: 896-903. DOI: 10.1109/Tcsvt.2006.877418  0.353
2005 Xu D, Liu J, Li X, Liu Z, Tang X. Insignificant shadow detection for video segmentation Ieee Transactions On Circuits and Systems For Video Technology. 15: 1058-1064. DOI: 10.1109/Tcsvt.2005.852402  0.307
2005 Xu D, Xu W. Description and recognition of object contours using arc length and tangent orientation Pattern Recognition Letters. 26: 855-864. DOI: 10.1016/J.Patrec.2004.09.030  0.328
2004 Xu D, Li X, Liu Z, Yuan Y. Anchorperson extraction for picture in picture news video Pattern Recognition Letters. 25: 1587-1594. DOI: 10.1016/J.Patrec.2004.05.016  0.307
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