song-chun zhu

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Ying Nian WuUCLA Department of StatisticsVerified email at stat.ucla.edu
Yixin ZhuAssistant Professor, Peking UniversityVerified email at pku.edu.cn
Siyuan HuangBeijing Institute for General Artificial Intelligence (BIGAI)Verified email at ucla.edu
Siyuan QiGoogleVerified email at ucla.edu
Jianwen XieStaff Research Scientist, Baidu Research, USAVerified email at g.ucla.edu
Yibiao ZhaoCo-founder and CEO of ISEE AIVerified email at isee.ai
RUIQI GAOResearch Scientist, Google BrainVerified email at google.com
Tianfu WuNC State UniversityVerified email at ncsu.edu
Hangxin LiuBeijing Institute for General Artificial Intelligence (BIGAI)Verified email at ucla.edu
Adrian BarbuProfessor, Florida State UniversityVerified email at fsu.edu
Tianmin ShuPostdoc, MITVerified email at mit.edu
Xiaobai LiuAssociate Professor of Computer Science, San Diego State UniversityVerified email at sdsu.edu
Baoxiong JiaPh.D. in Computer Science, UCLAVerified email at cs.ucla.edu
Erik NijkampSalesforce ResearchVerified email at ucla.edu
Zhuowen TuProfessor, Cognitive Science, Computer Science&Engineering, UC San DiegoVerified email at ucsd.edu
Cheng-en GuoGoogle IncVerified email at google.com
Ping WeiProfessor, Xi'an Jiaotong UniversityVerified email at xjtu.edu.cn
Tian HanStevens Insititute of TechnologyVerified email at stevens.edu
Hongjing LuUniversity of California, Los Angeles (UCLA)Verified email at ucla.edu
Sinisa TodorovicProfessor of Computer Science, Oregon State UniversityVerified email at oregonstate.edu

song-chun zhu

Professor of Statistics and Computer Science, UCLA

Verified email at stat.ucla.edu - Homepage

Computer Vision Learning Cognition Autonomy Artificial Intelligence


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Region competition: Unifying snakes, region growing, and Bayes/MDL for multiband image segmentation SC Zhu, A Yuille IEEE transactions on pattern analysis and machine intelligence 18 (9), 884-900, 1996	3121	1996
High performance visual tracking with siamese region proposal network B Li, J Yan, W Wu, Z Zhu, X Hu Proceedings of the IEEE conference on computer vision and pattern …, 2018	2154	2018
The visual object tracking vot2015 challenge results M Kristan, J Matas, A Leonardis, M Felsberg, L Cehovin, G Fernandez, ... Proceedings of the IEEE international conference on computer vision …, 2015	2038	2015
Filters, random fields and maximum entropy (FRAME): Towards a unified theory for texture modeling SC Zhu, Y Wu, D Mumford International Journal of Computer Vision 27, 107-126, 1998	1012	1998
Image segmentation by data-driven Markov chain Monte Carlo Z Tu, SC Zhu Pattern Analysis and Machine Intelligence, IEEE Transactions on 24 (5), 657-673, 2002	871	2002
Image parsing: Unifying segmentation, detection, and recognition Z Tu, X Chen, AL Yuille, SC Zhu International Journal of computer vision 63, 113-140, 2005	869	2005
Visual interpretability for deep learning: a survey Q Zhang, SC Zhu Frontiers of Information Technology & Electronic Engineering 19 (1), 27-39, 2018	783	2018
Interpretable convolutional neural networks Q Zhang, YN Wu, SC Zhu Proceedings of the IEEE conference on computer vision and pattern …, 2018	733	2018
On advances in statistical modeling of natural images A Srivastava, AB Lee, EP Simoncelli, SC Zhu Journal of mathematical imaging and vision 18, 17-33, 2003	680	2003
A stochastic grammar of images SC Zhu, D Mumford Foundations and Trends® in Computer Graphics and Vision 2 (4), 259-362, 2006	668	2006
Minimax entropy principle and its application to texture modeling SC Zhu, YN Wu, D Mumford Neural Computation 9 (8), 1627-1660, 1997	572	1997
Learning human-object interactions by graph parsing neural networks S Qi, W Wang, B Jia, J Shen, SC Zhu Proceedings of the European conference on computer vision (ECCV), 401-417, 2018	487	2018
Cross-view action modeling, learning and recognition J Wang, X Nie, Y Xia, Y Wu, SC Zhu Proceedings of the IEEE conference on computer vision and pattern …, 2014	475	2014
Prior learning and Gibbs reaction-diffusion SC Zhu, D Mumford IEEE Transactions on Pattern Analysis and Machine Intelligence 19 (11), 1236 …, 1997	467	1997
Forms: a flexible object recognition and modelling system SC Zhu, AL Yuille International journal of computer vision 20 (3), 187-212, 1996	451	1996
Statistical edge detection: Learning and evaluating edge cues S Konishi, AL Yuille, JM Coughlan, SC Zhu IEEE Transactions on Pattern Analysis and Machine Intelligence 25 (1), 57-74, 2003	445	2003
I2t: Image parsing to text description BZ Yao, X Yang, L Lin, MW Lee, SC Zhu Proceedings of the IEEE 98 (8), 1485-1508, 2010	380	2010
Textons SC Zhu, Y Wu Computer Vision: Statistical Models for Marr's Paradigm, 97-130, 2022	379*	2022
A compositional and dynamic model for face aging J Suo, SC Zhu, S Shan, X Chen IEEE Transactions on Pattern Analysis and Machine Intelligence 32 (3), 385-401, 2009	358	2009
Learning pose grammar to encode human body configuration for 3d pose estimation HS Fang, Y Xu, W Wang, X Liu, SC Zhu Proceedings of the AAAI conference on artificial intelligence 32 (1), 2018	318	2018

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