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Gang Hua, Ph.D. - Publications

Affiliations: 
2006 Northwestern University, Evanston, IL 
Area:
molecular mechanisms of metastasis
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55 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
2024 Cheng W, Wu Y, Wu Z, Ling H, Hua G. Towards High Quality Multi-Object Tracking and Segmentation without Mask Supervision. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 38801686 DOI: 10.1109/TIP.2024.3403497  0.313
2022 Zhai Y, Wang L, Tang W, Zhang Q, Zheng N, Doermann D, Yuan J, Hua G. Adaptive Two-Stream Consensus Network for Weakly-Supervised Temporal Action Localization. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 35816538 DOI: 10.1109/TPAMI.2022.3189662  0.441
2020 Chen D, Yuan L, Liao J, Yu N, Hua G. Explicit Filterbank Learning for Neural Image Style Transfer and Image Processing. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 31905133 DOI: 10.1109/Tpami.2020.2964205  0.357
2020 Wang L, Lv X, Zhang Q, Niu Z, Zheng N, Hua G. Object Cosegmentation in Noisy Videos with Multilevel Hypergraph Ieee Transactions On Multimedia. 1-1. DOI: 10.1109/Tmm.2020.2995266  0.359
2020 Chen D, Fan Q, Liao J, Aviles-Rivero A, Yuan L, Yu N, Hua G. Controllable Image Processing via Adaptive FilterBank Pyramid Ieee Transactions On Image Processing. 29: 8043-8054. DOI: 10.1109/Tip.2020.3009844  0.319
2020 Lan L, Wang X, Hua G, Huang TS, Tao D. Semi-online Multi-people Tracking by Re-identification International Journal of Computer Vision. 128: 1937-1955. DOI: 10.1007/S11263-020-01314-1  0.557
2019 Fan Q, Chen D, Yuan L, Hua G, Yu N, Chen B. A General Decoupled Learning Framework for Parameterized Image Operators. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 31265384 DOI: 10.1109/Tpami.2019.2925793  0.328
2018 Su B, Hua G. Order-preserving Optimal Transport for Distances between Sequences. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 30235117 DOI: 10.1109/Tpami.2018.2870154  0.304
2018 Gao Z, Wang L, Jojic N, Niu Z, Zheng N, Hua G. Video Imprint. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 30130178 DOI: 10.1109/Tpami.2018.2866114  0.429
2018 Liu Z, Wang L, Hua G, Zhang Q, Niu Z, Wu Y, Zheng N. Joint Video Object Discovery and Segmentation by Coupled Dynamic Markov Networks. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 30059300 DOI: 10.1109/Tip.2018.2859622  0.492
2018 Wang L, Zang J, Zhang Q, Niu Z, Hua G, Zheng N. Action Recognition by an Attention-Aware Temporal Weighted Convolutional Neural Network. Sensors (Basel, Switzerland). 18. PMID 29933555 DOI: 10.3390/S18071979  0.378
2018 Wang L, Duan X, Zhang Q, Niu Z, Hua G, Zheng N. Segment-Tube: Spatio-Temporal Action Localization in Untrimmed Videos with Per-Frame Segmentation. Sensors (Basel, Switzerland). 18. PMID 29789447 DOI: 10.3390/S18051657  0.331
2018 Wang Y, Dai B, Hua G, Aston J, Wipf D. Recurrent Variational Autoencoders for Learning Nonlinear Generative Models in the Presence of Outliers Ieee Journal of Selected Topics in Signal Processing. 12: 1615-1627. DOI: 10.1109/Jstsp.2018.2876995  0.355
2017 Niu Z, Hua G, Wang L, Gao X. Knowledge Based Topic Model for Unsupervised Object Discovery and Localization. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 28650813 DOI: 10.1109/Tip.2017.2718667  0.424
2017 Li H, Hua G. Probabilistic Elastic Part Model: A Pose-Invariant Representation for Real-world Face Verification. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 28436844 DOI: 10.1109/Tpami.2017.2695183  0.679
2017 Hua G, Long C, Yang M, Gao Y. Collaborative Active Visual Recognition from Crowds: A Distributed Ensemble Approach. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 28320651 DOI: 10.1109/Tpami.2017.2682082  0.413
2017 Liao J, Yao Y, Yuan L, Hua G, Kang SB. Visual attribute transfer through deep image analogy Acm Transactions On Graphics. 36: 1-15. DOI: 10.1145/3072959.3073683  0.362
2017 Sun C, Li F, Lu H, Hua G. Visual Tracking via Joint Discriminative Appearance Learning Ieee Transactions On Circuits and Systems For Video Technology. 27: 2567-2577. DOI: 10.1109/Tcsvt.2016.2595265  0.408
2017 Chen D, Yuan Z, Wang J, Chen B, Hua G, Zheng N. Exemplar-Guided Similarity Learning on Polynomial Kernel Feature Map for Person Re-identification International Journal of Computer Vision. 123: 392-414. DOI: 10.1007/S11263-017-0991-0  0.39
2016 Wang L, Hua G, Sukthankar R, Xue J, Niu Z, Zheng N. Video Object Discovery and Co-Segmentation with Extremely Weak Supervision. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 28113741 DOI: 10.1109/Tpami.2016.2612187  0.435
2016 Wang L, Hua G, Sukthankar R, Xue J, Niu Z, Zheng N. Video Object Discovery and Co-Segmentation with Extremely Weak Supervision. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 27810797 DOI: 10.1109/TPAMI.2016.2612187  0.333
2016 Chen D, Yuan Z, Hua G, Wang J, Zheng N. Multi-timescale Collaborative Tracking. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 26978554 DOI: 10.1109/Tpami.2016.2539956  0.36
2016 Long C, Hua G, Kapoor A. A Joint Gaussian Process Model for Active Visual Recognition with Expertise Estimation in Crowdsourcing. International Journal of Computer Vision. 116: 136-160. PMID 26924892 DOI: 10.1007/S11263-015-0834-9  0.388
2016 Li Y, Liu Y, Su Y, Hua G, Zheng N. Three-Dimensional Traffic Scenes Simulation From Road Image Sequences Ieee Transactions On Intelligent Transportation Systems. DOI: 10.1109/Tits.2015.2497408  0.374
2015 Zhao G, Yuan J, Hua G, Yang J. Topical Video Object Discovery from Key Frames by Modeling Word Co-occurrence Prior. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 26452282 DOI: 10.1109/Tip.2015.2487834  0.56
2015 Beveridge JR, Zhang H, Draper BA, Flynn PJ, Feng Z, Huber P, Kittler J, Huang Z, Li S, Li Y, Kan M, Wang R, Shan S, Chen X, Li H, ... Hua G, et al. Report on the FG 2015 Video Person Recognition Evaluation 2015 11th Ieee International Conference and Workshops On Automatic Face and Gesture Recognition, Fg 2015. DOI: 10.1109/FG.2015.7163156  0.603
2015 Li H, Lin Z, Shen X, Brandt J, Hua G. A convolutional neural network cascade for face detection Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 7: 5325-5334. DOI: 10.1109/CVPR.2015.7299170  0.616
2015 Li H, Hua G. Hierarchical-PEP model for real-world face recognition Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 7: 4055-4064. DOI: 10.1109/CVPR.2015.7299032  0.652
2015 Niu Z, Hua G, Tian Q, Gao X. Visual Topic Network: Building better image representations for images in social media Computer Vision and Image Understanding. 136: 3-13. DOI: 10.1016/J.Cviu.2015.01.010  0.364
2015 Hua G. Probabilistic elastic part model for real-world face recognition Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8912: 3-10. DOI: 10.1007/978-3-319-13737-7_1  0.393
2014 Gao Y, Ji R, Liu W, Dai Q, Hua G. Weakly supervised visual dictionary learning by harnessing image attributes. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 23: 5400-11. PMID 25361504 DOI: 10.1109/Tip.2014.2364536  0.369
2014 Wang L, Hua G, Xue J, Gao Z, Zheng N. Joint Segmentation and Recognition of Categorized Objects from Noisy Web Image Collection. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 25051553 DOI: 10.1109/Tip.2014.2339196  0.409
2014 Gao Y, Ji R, Cui P, Dai Q, Hua G. Hyperspectral image classification through bilayer graph-based learning. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 23: 2769-78. PMID 24771580 DOI: 10.1109/Tip.2014.2319735  0.338
2014 Beveridge JR, Zhang H, Flynn PJ, Lee Y, Liong VE, Lu J, De Assis Angeloni M, De Freitas Pereira T, Li H, Hua G, Struc V, Krizaj J, Phillips PJ. The IJCB 2014 PaSC video face and person recognition competition Ijcb 2014 - 2014 Ieee/Iapr International Joint Conference On Biometrics. DOI: 10.1109/Btas.2014.6996256  0.665
2014 Zhang S, Tian Q, Hua G, Huang Q, Gao W. ObjectPatchNet: Towards scalable and semantic image annotation and retrieval Computer Vision and Image Understanding. 118: 16-29. DOI: 10.1016/J.Cviu.2013.03.008  0.375
2014 Wang L, Hua G, Sukthankar R, Xue J, Zheng N. Video object discovery and co-segmentation with extremely weak supervision Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8692: 640-655. DOI: 10.1007/978-3-319-10593-2_42  0.323
2014 Chen D, Yuan Z, Hua G, Wu Y, Zheng N. Description-discrimination collaborative tracking Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8689: 345-360. DOI: 10.1007/978-3-319-10590-1_23  0.328
2013 Codella NCE, Hua G, Cao L, Merler M, Gong L, Hill M, Smith JR. Large-scale video event classification using dynamic temporal pyramid matching of visual semantics 2013 Ieee International Conference On Image Processing, Icip 2013 - Proceedings. 2877-2881. DOI: 10.1109/ICIP.2013.6738592  0.324
2013 Xue J, Wang L, Zheng N, Hua G. Automatic salient object extraction with contextual cue and its applications to recognition and alpha matting Pattern Recognition. 46: 2874-2889. DOI: 10.1016/J.Patcog.2013.03.028  0.423
2012 Merler M, Huang B, Xie L, Hua G, Natsev A. Semantic model vectors for complex video event recognition Ieee Transactions On Multimedia. 14: 88-101. DOI: 10.1109/Tmm.2011.2168948  0.42
2012 Shen X, Hua G, Williams L, Wu Y. Dynamic hand gesture recognition: An exemplar-based approach from motion divergence fields Image and Vision Computing. 30: 227-235. DOI: 10.1016/J.Imavis.2011.11.003  0.598
2011 Hua G, Yang MH, Learned-Miller E, Ma Y, Turk M, Kriegman DJ, Huang TS. Introduction to the Special Section on Real-World Face Recognition. Ieee Transactions On Pattern Analysis and Machine Intelligence. 33: 1921-4. PMID 26598769 DOI: 10.1109/Tpami.2011.182  0.537
2011 Zhang S, Tian Q, Hua G, Huang Q, Gao W. Generating descriptive visual words and visual phrases for large-scale image applications. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 20: 2664-77. PMID 21421442 DOI: 10.1109/Tip.2011.2128333  0.355
2011 Brown M, Hua G, Winder S. Discriminative learning of local image descriptors. Ieee Transactions On Pattern Analysis and Machine Intelligence. 33: 43-57. PMID 21088318 DOI: 10.1109/Tpami.2010.54  0.353
2011 Zhang S, Tian Q, Hua G, Zhou W, Huang Q, Li H, Gao W. Modeling spatial and semantic cues for large-scale near-duplicated image retrieval Computer Vision and Image Understanding. 115: 403-414. DOI: 10.1016/J.Cviu.2010.11.003  0.364
2010 Liu D, Hua G, Chen T. A hierarchical visual model for video object summarization. Ieee Transactions On Pattern Analysis and Machine Intelligence. 32: 2178-90. PMID 20975116 DOI: 10.1109/Tpami.2010.31  0.452
2010 Gao Y, Choudhary A, Hua G. A Comprehensive Approach to Image Spam Detection: From Server to Client Solution Ieee Transactions On Information Forensics and Security. 5: 826-836. DOI: 10.1109/Tifs.2010.2080267  0.333
2010 Xia T, Mei T, Hua G, Zhang Y, Hua X. Visual quality assessment for web videos Journal of Visual Communication and Image Representation. 21: 826-837. DOI: 10.1016/J.Jvcir.2010.06.005  0.361
2009 Wang Y, Zhang L, Liu Z, Hua G, Wen Z, Zhang Z, Samaras D. Face relighting from a single image under arbitrary unknown lighting conditions. Ieee Transactions On Pattern Analysis and Machine Intelligence. 31: 1968-84. PMID 19762925 DOI: 10.1109/Tpami.2008.244  0.437
2009 Yang M, Wu Y, Hua G. Context-aware visual tracking. Ieee Transactions On Pattern Analysis and Machine Intelligence. 31: 1195-209. PMID 19443919 DOI: 10.1109/Tpami.2008.146  0.525
2009 Hua G, Akbarzadeh A. A robust elastic and partial matching metric for face recognition Proceedings of the Ieee International Conference On Computer Vision. 2082-2089. DOI: 10.1109/ICCV.2009.5459457  0.361
2007 Hua G, Wu Y. A decentralized probabilistic approach to articulated body tracking Computer Vision and Image Understanding. 108: 272-283. DOI: 10.1016/J.Cviu.2006.11.020  0.461
2006 Hua G, Liu Z, Zhang Z, Wu Y. Iterative local-global energy minimization for automatic extraction of objects of interest. Ieee Transactions On Pattern Analysis and Machine Intelligence. 28: 1701-6. PMID 16986550 DOI: 10.1109/Tpami.2006.209  0.434
2006 Hua G, Wu Y. Sequential mean field variational analysis of structured deformable shapes Computer Vision and Image Understanding. 101: 87-99. DOI: 10.1016/J.Cviu.2005.07.004  0.432
2005 Hua G, Wu Y. Variational maximum A posteriori by annealed mean field analysis. Ieee Transactions On Pattern Analysis and Machine Intelligence. 27: 1747-61. PMID 16285374 DOI: 10.1109/Tpami.2005.229  0.384
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