Song Chun Zhu

121 papers A* 42B 1Journal 44Unranked 30
YearRankTypeTitle / Venue / Authors
2014 J jnl
Joint Video and Text Parsing for Understanding Events and Answering Queries.
IEEE Multim.
Kewei Tu, Meng Meng, Mun Wai Lee, Tae Eun Choe, Song Chun Zhu
2013 J jnl
Abstract painting with interactive control of perceptual entropy.
ACM Trans. Appl. Percept.
Mingtian Zhao, Song Chun Zhu
2013 — ch.
Artistic Rendering of Portraits.
Image and Video-Based Artistic Stylisation
Mingtian Zhao, Song Chun Zhu
2013 — ch.
Erratum to: Artistic Rendering of Portraits.
Image and Video-Based Artistic Stylisation
Mingtian Zhao, Song Chun Zhu
2013 J jnl
Joint Video and Text Parsing for Understanding Events and Answering Queries.
CoRR
Kewei Tu, Meng Meng, Mun Wai Lee, Tae Eun Choe, Song Chun Zhu
2013 — conf
Rates for Inductive Learning of Compositional Models.
AAAI Workshop: Learning Rich Representations from Low-Level Sensors
Adrian Barbu, Maria Pavlovskaia, Song Chun Zhu
2013 — conf
Unsupervised Structure Learning of Stochastic And-Or Grammars.
NIPS
Kewei Tu, Maria Pavlovskaia, Song Chun Zhu
2013 J jnl
Video Stylization: Painterly Rendering and Optimization With Content Extraction.
IEEE Trans. Circuits Syst. Video Technol.
Liang Lin, Kun Zeng, Yizhou Wang, Ying-Qing Xu, Song Chun Zhu
2013 A* conf
Weakly Supervised Learning for Attribute Localization in Outdoor Scenes.
CVPR
Shuo Wang, Jungseock Joo, Yizhou Wang, Song Chun Zhu
2012 — conf
Cost-Sensitive Top-Down/Bottom-Up Inference for Multiscale Activity Recognition.
ECCV (4)
Mohamed R. Amer, Dan Xie, Mingtian Zhao, Sinisa Todorovic, Song Chun Zhu
2012 J jnl
Intrackability: Characterizing Video Statistics and Pursuing Video Representations.
Int. J. Comput. Vis.
Haifeng Gong, Song Chun Zhu
2011 J jnl
A Numerical Study of the Bottom-Up and Top-Down Inference Processes in And-Or Graphs.
Int. J. Comput. Vis.
Tianfu Wu, Song Chun Zhu
2011 — conf
Customizing painterly rendering styles using stroke processes.
NPAR
Mingtian Zhao, Song Chun Zhu
2011 — conf
Image Parsing with Stochastic Scene Grammar.
NIPS
Yibiao Zhao, Song Chun Zhu
2011 — conf
Portrait painting using active templates.
NPAR
Mingtian Zhao, Song Chun Zhu
2010 J jnl
A Compositional and Dynamic Model for Face Aging.
IEEE Trans. Pattern Anal. Mach. Intell.
Jin-Li Suo, Song Chun Zhu, Shiguang Shan, Xilin Chen
2010 J jnl
A Hierarchical and Contextual Model for Aerial Image Parsing.
Int. J. Comput. Vis.
Jake Porway, Qiongchen Wang, Song Chun Zhu
2010 A* conf
Artistic paper-cut of human portraits.
ACM Multimedia
Meng Meng, Mingtian Zhao, Song Chun Zhu
2010 A* conf
CO3 for ultra-fast and accurate interactive segmentation.
ACM Multimedia
Yibiao Zhao, Song Chun Zhu, Siwei Luo
2010 A* conf
Discovering scene categories by information projection and cluster sampling.
CVPR
Dengxin Dai, Tianfu Wu, Song Chun Zhu
2010 J jnl
I2T: Image Parsing to Text Description.
Proc. IEEE
Benjamin Z. Yao, Xiong Yang, Liang Lin, Mun Wai Lee, Song Chun Zhu
2010 J jnl
Layered Graph Matching with Composite Cluster Sampling.
IEEE Trans. Pattern Anal. Mach. Intell.
Liang Lin, Xiaobai Liu, Song Chun Zhu
2010 J jnl
Learning Active Basis Model for Object Detection and Recognition.
Int. J. Comput. Vis.
Ying Nian Wu, Zhangzhang Si, Haifeng Gong, Song Chun Zhu
2010 — conf
Learning Artistic Lighting Template from Portrait Photographs.
ECCV (4)
Xin Jin, Mingtian Zhao, Xiaowu Chen, Qinping Zhao, Song Chun Zhu
2010 A* conf
Learning a probabilistic model mixing 3D and 2D primitives for view invariant object recognition.
CVPR
Wenze Hu, Song Chun Zhu
2010 J jnl
Learning explicit and implicit visual manifolds by information projection.
Pattern Recognit. Lett.
Song Chun Zhu, Kent Shi, Zhangzhang Si
2010 — conf
Painterly animation using video semantics and feature correspondence.
NPAR
Liang Lin, Kun Zeng, Han Lv, Yizhou Wang, Yingqing Xu, Song Chun Zhu
2010 — conf
Sisley the abstract painter.
NPAR
Mingtian Zhao, Song Chun Zhu
2009 — ch.
And-Or Graph Model for Faces.
Encyclopedia of Biometrics
Feng Min, Jin-Li Suo, Song Chun Zhu
2009 J jnl
Bottom-Up/Top-Down Image Parsing with Attribute Grammar.
IEEE Trans. Pattern Anal. Mach. Intell.
Feng Han, Song Chun Zhu
2009 A* conf
Evaluating information contributions of bottom-up and top-down processes.
ICCV
Xiong Yang, Tianfu Wu, Song Chun Zhu
2009 A* conf
Flow mosaicking: Real-time pedestrian counting without scene-specific learning.
CVPR
Yang Cong, Haifeng Gong, Song Chun Zhu, Yandong Tang
2009 J jnl
From image parsing to painterly rendering.
ACM Trans. Graph.
Kun Zeng, Mingtian Zhao, Caiming Xiong, Song Chun Zhu
2009 A* conf
Layered graph matching by composite cluster sampling with collaborative and competitive interactions.
CVPR
Liang Lin, Kun Zeng, Xiaobai Liu, Song Chun Zhu
2009 A* conf
Learning deformable action templates from cluttered videos.
ICCV
Benjamin Z. Yao, Song Chun Zhu
2009 A* conf
Learning mixed templates for object recognition.
CVPR
Zhangzhang Si, Haifeng Gong, Ying Nian Wu, Song Chun Zhu
2009 A* conf
Trajectory parsing by cluster sampling in spatio-temporal graph.
CVPR
Xiaobai Liu, Liang Lin, Song Chun Zhu, Hai Jin
2008 J jnl
A Hierarchical Compositional Model for Face Representation and Sketching.
IEEE Trans. Pattern Anal. Mach. Intell.
Zijian Xu, Hong Chen, Song Chun Zhu, Jiebo Luo
2008 A* conf
A hierarchical and contextual model for aerial image understanding.
CVPR
Jake Porway, Kristy Wang, Benjamin Z. Yao, Song Chun Zhu
2008 A* conf
An integrated background model for video surveillance based on primal sketch and 3D scene geometry.
CVPR
Wenze Hu, Haifeng Gong, Song Chun Zhu, Yongtian Wang
2008 B conf
Design sparse features for age estimation using hierarchical face model.
FG
Jin-Li Suo, Tianfu Wu, Song Chun Zhu, Shiguang Shan, Xilin Chen, Wen Gao
2008 J jnl
Perceptual Scale-Space and Its Applications.
Int. J. Comput. Vis.
Yizhou Wang, Song Chun Zhu
2007 A* conf
A Multi-Resolution Dynamic Model for Face Aging Simulation.
CVPR
Jin-Li Suo, Feng Min, Song Chun Zhu, Shiguang Shan, Xilin Chen
2007 J jnl
A Two-Level Generative Model for Cloth Representation and Shape from Shading.
IEEE Trans. Pattern Anal. Mach. Intell.
Feng Han, Song Chun Zhu
2007 — conf
An Automatic Portrait System Based on And-Or Graph Representation.
EMMCVPR
Feng Min, Jin-Li Suo, Song Chun Zhu, Nong Sang
2007 A* conf
An Empirical Study of Object Category Recognition: Sequential Testing with Generalized Samples.
ICCV
Liang Lin, Shaowu Peng, Jake Porway, Song Chun Zhu, Yongtian Wang
2007 — conf
Bayesian Inference for Layer Representation with Mixed Markov Random Field.
EMMCVPR
Ru-Xin Gao, Tianfu Wu, Song Chun Zhu, Nong Sang
2007 A* conf
Compositional Boosting for Computing Hierarchical Image Structures.
CVPR
Tianfu Wu, Gui-Song Xia, Song Chun Zhu
2007 A* conf
Deformable Template As Active Basis.
ICCV
Ying Nian Wu, Zhangzhang Si, Chuck Fleming, Song Chun Zhu
2007 — conf
Dynamic Feature Cascade for Multiple Object Tracking with Trackability Analysis.
EMMCVPR
Zheng Li, Haifeng Gong, Song Chun Zhu, Nong Sang
2007 — ed.
Energy Minimization Methods in Computer Vision and Pattern Recognition, 6th International Conference, EMMCVPR 2007, Ezhou, China, August 27-29, 2007, Proceedings
EMMCVPR
Alan L. Yuille, Song Chun Zhu, Daniel Cremers, Yongtian Wang
2007 — conf
Introduction to a Large-Scale General Purpose Ground Truth Database: Methodology, Annotation Tool and Benchmarks.
EMMCVPR
Benjamin Z. Yao, Xiong Yang, Song Chun Zhu
2007 A* conf
Layered Graph Match with Graph Editing.
CVPR
Liang Lin, Song Chun Zhu, Yongtian Wang
2007 A* conf
Mapping Natural Image Patches by Explicit and Implicit Manifolds.
CVPR
Kent Shi, Song Chun Zhu
2007 — conf
Object Category Recognition Using Generative Template Boosting.
EMMCVPR
Shaowu Peng, Liang Lin, Jake Porway, Nong Sang, Song Chun Zhu
2007 J jnl
Primal sketch: Integrating structure and texture.
Comput. Vis. Image Underst.
Cheng-en Guo, Song Chun Zhu, Ying Nian Wu
2006 J jnl
A Generative Sketch Model for Human Hair Analysis and Synthesis.
IEEE Trans. Pattern Anal. Mach. Intell.
Hong Chen, Song Chun Zhu
2006 J jnl
A Stochastic Grammar of Images.
Found. Trends Comput. Graph. Vis.
Song Chun Zhu, David Mumford
2006 — conf
Composite Templates for Cloth Modeling and Sketching.
CVPR (1)
Hong Chen, Zi Jian Xu, Ziqiang Liu, Song Chun Zhu
2006 — conf
Image Parsing: Unifying Segmentation, Detection, and Recognition.
Toward Category-Level Object Recognition
Zhuowen Tu, Xiangrong Chen, Alan L. Yuille, Song Chun Zhu
2006 J jnl
Parsing Images into Regions, Curves, and Curve Groups.
Int. J. Comput. Vis.
Zhuowen Tu, Song Chun Zhu
2005 — conf
A Generative Model of Human Hair for Hair Sketching.
CVPR (2)
Hong Chen, Song Chun Zhu
2005 — conf
A High Resolution Grammatical Model for Face Representation and Sketching.
CVPR (2)
Zijian Xu, Hong Chen, Song Chun Zhu
2005 A* conf
Bottom-up/Top-Down Image Parsing by Attribute Graph Grammar.
ICCV
Feng Han, Song Chun Zhu
2005 — conf
Cloth Representation by Shape from Shading with Shading Primitives.
CVPR (1)
Feng Han, Song Chun Zhu
2005 J jnl
Generalizing Swendsen-Wang to Sampling Arbitrary Posterior Probabilities.
IEEE Trans. Pattern Anal. Mach. Intell.
Adrian Barbu, Song Chun Zhu
2005 J jnl
Image Parsing: Unifying Segmentation, Detection, and Recognition.
Int. J. Comput. Vis.
Zhuowen Tu, Xiangrong Chen, Alan L. Yuille, Song Chun Zhu
2005 A* conf
Incorporating Visual Knowledge Representation in Stereo Reconstruction.
ICCV
Adrian Barbu, Song Chun Zhu
2005 A* conf
Perceptual Scale Space and its Applications.
ICCV
Yizhou Wang, Siavosh Bahrami, Song Chun Zhu
2005 J jnl
What are Textons?
Int. J. Comput. Vis.
Song Chun Zhu, Cheng-en Guo, Yizhou Wang, Zijian Xu
2004 J jnl
Analysis and Synthesis of Textured Motion: Particles and Waves.
IEEE Trans. Pattern Anal. Mach. Intell.
Yizhou Wang, Song Chun Zhu
2004 — conf
Information Scaling Laws in Natural Scenes.
CVPR Workshops
Cheng-en Guo, Ying Nian Wu, Song Chun Zhu
2004 — conf
Modeling Complex Motion by Tracking and Editing Hidden Markov Graphs.
CVPR (1)
Yizhou Wang, Song Chun Zhu
2004 — conf
Multigrid and Multi-Level Swendsen-Wang Cuts for Hierarchic Graph Partition.
CVPR (2)
Adrian Barbu, Song Chun Zhu
2004 — conf
On the Relationship Between Image and Motion Segmentation.
SCVMA
Adrian Barbu, Song Chun Zhu
2004 J jnl
Range Image Segmentation by an Effective Jump-Diffusion Method.
IEEE Trans. Pattern Anal. Mach. Intell.
Feng Han, Zhuowen Tu, Song Chun Zhu
2003 A* conf
A Multi-scale Generative Model for Animate Shapes and Parts.
ICCV
Aleksandr Dubinskiy, Song Chun Zhu
2003 — conf
Bayesian Reconstruction of 3D Shapes and Scenes From A Single Image.
HLK
Feng Han, Song Chun Zhu
2003 A* conf
Graph Partition by Swendsen-Wang Cuts.
ICCV
Adrian Barbu, Song Chun Zhu
2003 A* conf
Image Parsing: Unifying Segmentation, Detection, and Recognition.
ICCV
Zhuowen Tu, Xiangrong Chen, Alan L. Yuille, Song Chun Zhu
2003 A* conf
Modeling Textured Motion : Particle, Wave and Sketch.
ICCV
Yizhou Wang, Song Chun Zhu
2003 J jnl
Modeling Visual Patterns by Integrating Descriptive and Generative Methods.
Int. J. Comput. Vis.
Cheng-en Guo, Song Chun Zhu, Ying Nian Wu
2003 J jnl
Statistical Edge Detection: Learning and Evaluating Edge Cues.
IEEE Trans. Pattern Anal. Mach. Intell.
Scott Konishi, Alan L. Yuille, James M. Coughlan, Song Chun Zhu
2003 J jnl
Statistical Modeling and Conceptualization of Visual Patterns.
IEEE Trans. Pattern Anal. Mach. Intell.
Song Chun Zhu
2003 A* conf
Towards a Mathematical Theory of Primal Sketch and Sketchability.
ICCV
Cheng-en Guo, Song Chun Zhu, Ying Nian Wu
2002 — conf
A Generative Method for Textured Motion: Analysis and Synthesis.
ECCV (1)
Yizhou Wang, Song Chun Zhu
2002 — conf
A Stochastic Algorithm for 3D Scene Segmentation and Reconstruction.
ECCV (3)
Feng Han, Zhuowen Tu, Song Chun Zhu
2002 J jnl
Image Segmentation by Data-Driven Markov Chain Monte Carlo.
IEEE Trans. Pattern Anal. Mach. Intell.
Zhuowen Tu, Song Chun Zhu
2002 J jnl
Learning in Gibbsian Fields: How Accurate and How Fast Can It Be?
IEEE Trans. Pattern Anal. Mach. Intell.
Song Chun Zhu, Xiuwen Liu
2002 — conf
Parsing Images into Region and Curve Processes.
ECCV (3)
Zhuowen Tu, Song Chun Zhu
2002 — conf
Statistical Modeling of Texture Sketch.
ECCV (3)
Ying Nian Wu, Song Chun Zhu, Cheng-en Guo
2002 — conf
What Are Textons?
ECCV (4)
Song Chun Zhu, Cheng-en Guo, Ying Nian Wu, Yizhou Wang
2001 A* conf
Example-Based Facial Sketch Generation with Non-parametric Sampling.
ICCV
Hong Chen, Ying-Qing Xu, Heung-Yeung Shum, Song Chun Zhu, Nanning Zheng
2001 A* conf
Image Segmentation by Data Driven Markov Chain Monte Carlo.
ICCV
Zhuowen Tu, Song Chun Zhu, Heung-Yeung Shum
2001 J jnl
Introduction by Guest Editors.
Int. J. Comput. Vis.
Alan L. Yuille, Song Chun Zhu, David Mumford
2001 A* conf
Learning Inhomogeneous Gibbs Model of Faces by Minimax Entropy.
ICCV
Ce Liu, Song Chun Zhu, Heung-Yeung Shum
2001 J jnl
Order Parameters for Detecting Target Curves in Images: When Does High Level Knowledge Help?
Int. J. Comput. Vis.
Alan L. Yuille, James M. Coughlan, Ying Nian Wu, Song Chun Zhu
2001 A* conf
Visual Learning by Integrating Descriptive and Generative Methods.
ICCV
Cheng-en Guo, Song Chun Zhu, Ying Nian Wu
2000 J jnl
Equivalence of Julesz Ensembles and FRAME Models.
Int. J. Comput. Vis.
Ying Nian Wu, Song Chun Zhu, Xiuwen Liu
2000 J jnl
Exploring Texture Ensembles by Efficient Markov Chain Monte Carlo-Toward a 'Trichromacy' Theory of Texture.
IEEE Trans. Pattern Anal. Mach. Intell.
Song Chun Zhu, Xiuwen Liu, Ying Nian Wu
2000 J jnl
Guest Editorial: Statistical and Computational Theories of Vision: Modeling, Learning, Sampling and Computing, Part I.
Int. J. Comput. Vis.
Song Chun Zhu, Alan L. Yuille, David Mumford
2000 A* conf
Integrating Bottom-Up/Top-Down for Object Recognition by Data Driven Markov Chain Monte Carlo.
CVPR
Song Chun Zhu, Rong Zhang, Zhuowen Tu
2000 A* conf
Learning in Gibbsian Fields: How Accurate and How Fast Can It Be?
CVPR
Song Chun Zhu, Xiuwen Liu
2000 A* conf
Order Parameters for Minimax Entropy Distributions: When Does High Level Knowledge Help?
CVPR
Alan L. Yuille, James M. Coughlan, Song Chun Zhu, Ying Nian Wu
1999 J jnl
Embedding Gestalt Laws in Markov Random Fields.
IEEE Trans. Pattern Anal. Mach. Intell.
Song Chun Zhu
1999 A* conf
Equivalence of Julesz and Gibbs Texture Ensembles.
ICCV
Ying Nian Wu, Song Chun Zhu, Xiuwen Liu
1999 J jnl
From local features to global perception - A perspective of Gestalt psychology from Markov random field theory.
Neurocomputing
Song Chun Zhu, Ying Nian Wu
1999 A* conf
Fundamental Bounds on Edge Detection: An Information Theoretic Evaluation of Different Edge Cues.
CVPR
Scott Konishi, Alan L. Yuille, James M. Coughlan, Song Chun Zhu
1999 J jnl
Stochastic Jump-Diffusion Process for Computing Medial Axes in Markov Random Fields.
IEEE Trans. Pattern Anal. Mach. Intell.
Song Chun Zhu
1998 J jnl
Filters, Random Fields and Maximum Entropy (FRAME): Towards a Unified Theory for Texture Modeling.
Int. J. Comput. Vis.
Song Chun Zhu, Ying Nian Wu, David Mumford
1998 A* conf
GRADE: Gibbs Reaction and Diffusion Equation.
ICCV
Song Chun Zhu, David Mumford
1998 A* conf
Stochastic Computation of Medial Axis in Markov Random Fields.
CVPR
Song Chun Zhu
1997 A* conf
Learning Generic Prior Models for Visual Computation.
CVPR
Song Chun Zhu, David Mumford
1997 J jnl
Minimax Entropy Principle and Its Application to Texture Modeling.
Neural Comput.
Song Chun Zhu, Ying Nian Wu, David Mumford
1997 J jnl
Prior Learning and Gibbs Reaction-Diffusion.
IEEE Trans. Pattern Anal. Mach. Intell.
Song Chun Zhu, David Mumford
1996 J jnl
FORMS: A flexible object recognition and modelling system.
Int. J. Comput. Vis.
Song Chun Zhu, Alan L. Yuille
1996 A* conf
FRAME: Filters, Random fields, and Minimax Entropy - Towards a Unified Theory for Texture Modeling.
CVPR
Song Chun Zhu, Ying Nian Wu, David Mumford
1996 J jnl
Region Competition: Unifying Snakes, Region Growing, and Bayes/MDL for Multiband Image Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell.
Song Chun Zhu, Alan L. Yuille
1995 A* conf
FORMS: A Flexible Object Recognition and Modelling System.
ICCV
Song Chun Zhu, Alan L. Yuille
1995 A* conf
Region Competition: Unifying Snakes, Region Growing, Energy/Bayes/MDL for Multi-band Image Segmentation.
ICCV
Song Chun Zhu, Tai Sing Lee, Alan L. Yuille
1994 — conf
A Framework for Shape Representation and Recognition.
ICIP (1)
Song Chun Zhu, Alan L. Yuille