| 2009 | ||
|---|---|---|
| 84 | Feng Han, Song Chun Zhu: Bottom-Up/Top-Down Image Parsing with Attribute Grammar. IEEE Trans. Pattern Anal. Mach. Intell. 31(1): 59-73 (2009) | |
| 2008 | ||
| 83 | Jake Porway, Kristy Wang, Benjamin Yao, Song Chun Zhu: A hierarchical and contextual model for aerial image understanding. CVPR 2008 | |
| 82 | Wenze Hu, Haifeng Gong, Song Chun Zhu, Yontian Wang: An integrated background model for video surveillance based on primal sketch and 3D scene geometry. CVPR 2008 | |
| 81 | Jin-Li Suo, Tianfu Wu, Song Chun Zhu, Shiguang Shan, Xilin Chen, Wen Gao: Design sparse features for age estimation using hierarchical face model. FG 2008: 1-6 | |
| 80 | Zijian Xu, Hong Chen, Song Chun Zhu, Jiebo Luo: A Hierarchical Compositional Model for Face Representation and Sketching. IEEE Trans. Pattern Anal. Mach. Intell. 30(6): 955-969 (2008) | |
| 79 | Yizhou Wang, Song Chun Zhu: Perceptual Scale-Space and Its Applications. International Journal of Computer Vision 80(1): 143-165 (2008) | |
| 2007 | ||
| 78 | Alan L. Yuille, Song Chun Zhu, Daniel Cremers, Yongtian Wang: Energy Minimization Methods in Computer Vision and Pattern Recognition, 6th International Conference, EMMCVPR 2007, Ezhou, China, August 27-29, 2007, Proceedings Springer 2007 | |
| 77 | Jin-Li Suo, Feng Min, Song Chun Zhu, Shiguang Shan, Xilin Chen: A Multi-Resolution Dynamic Model for Face Aging Simulation. CVPR 2007 | |
| 76 | Tianfu Wu, Gui-Song Xia, Song Chun Zhu: Compositional Boosting for Computing Hierarchical Image Structures. CVPR 2007 | |
| 75 | Liang Lin, Song Chun Zhu, Yongtian Wang: Layered Graph Match with Graph Editing. CVPR 2007 | |
| 74 | Kent Shi, Song Chun Zhu: Mapping Natural Image Patches by Explicit and Implicit Manifolds. CVPR 2007 | |
| 73 | Benjamin Yao, Xiong Yang, Song Chun Zhu: Introduction to a Large-Scale General Purpose Ground Truth Database: Methodology, Annotation Tool and Benchmarks. EMMCVPR 2007: 169-183 | |
| 72 | Feng Min, Jin-Li Suo, Song Chun Zhu, Nong Sang: An Automatic Portrait System Based on And-Or Graph Representation. EMMCVPR 2007: 184-197 | |
| 71 | Shaowu Peng, Liang Lin, Jake Porway, Nong Sang, Song Chun Zhu: Object Category Recognition Using Generative Template Boosting. EMMCVPR 2007: 198-212 | |
| 70 | Ru-Xin Gao, Tianfu Wu, Song Chun Zhu, Nong Sang: Bayesian Inference for Layer Representation with Mixed Markov Random Field. EMMCVPR 2007: 213-224 | |
| 69 | Zheng Li, Haifeng Gong, Song Chun Zhu, Nong Sang: Dynamic Feature Cascade for Multiple Object Tracking with Trackability Analysis. EMMCVPR 2007: 350-361 | |
| 68 | Liang Lin, Shaowu Peng, Jake Porway, Song Chun Zhu, Yongtian Wang: An Empirical Study of Object Category Recognition: Sequential Testing with Generalized Samples. ICCV 2007: 1-8 | |
| 67 | Ying Nian Wu, Zhangzhang Si, Chuck Fleming, Song Chun Zhu: Deformable Template As Active Basis. ICCV 2007: 1-8 | |
| 66 | Cheng-en Guo, Song Chun Zhu, Ying Nian Wu: Primal sketch: Integrating structure and texture. Computer Vision and Image Understanding 106(1): 5-19 (2007) | |
| 65 | Feng Han, Song Chun Zhu: A Two-Level Generative Model for Cloth Representation and Shape from Shading. IEEE Trans. Pattern Anal. Mach. Intell. 29(7): 1230-1243 (2007) | |
| 2006 | ||
| 64 | Hong Chen, Zijian Xu, Ziqiang Liu, Song Chun Zhu: Composite Templates for Cloth Modeling and Sketching. CVPR (1) 2006: 943-950 | |
| 63 | Zhuowen Tu, Xiangrong Chen, Alan L. Yuille, Song Chun Zhu: Image Parsing: Unifying Segmentation, Detection, and Recognition. Toward Category-Level Object Recognition 2006: 545-576 | |
| 62 | Song Chun Zhu, David Mumford: A Stochastic Grammar of Images. Foundations and Trends in Computer Graphics and Vision 2(4): 259-362 (2006) | |
| 61 | Hong Chen, Song Chun Zhu: A Generative Sketch Model for Human Hair Analysis and Synthesis. IEEE Trans. Pattern Anal. Mach. Intell. 28(7): 1025-1040 (2006) | |
| 60 | Zhuowen Tu, Song Chun Zhu: Parsing Images into Regions, Curves, and Curve Groups. International Journal of Computer Vision 69(2): 223-249 (2006) | |
| 2005 | ||
| 59 | Feng Han, Song Chun Zhu: Cloth Representation by Shape from Shading with Shading Primitives. CVPR (1) 2005: 1203-1210 | |
| 58 | Zijian Xu, Hong Chen, Song Chun Zhu: A High Resolution Grammatical Model for Face Representation and Sketching. CVPR (2) 2005: 470-477 | |
| 57 | Hong Chen, Song Chun Zhu: A Generative Model of Human Hair for Hair Sketching. CVPR (2) 2005: 74-81 | |
| 56 | Feng Han, Song Chun Zhu: Bottom-up/Top-Down Image Parsing by Attribute Graph Grammar. ICCV 2005: 1778-1785 | |
| 55 | Adrian Barbu, Song Chun Zhu: Incorporating Visual Knowledge Representation in Stereo Reconstruction. ICCV 2005: 572-579 | |
| 54 | Yizhou Wang, Siavosh Bahrami, Song Chun Zhu: Perceptual Scale Space and its Applications. ICCV 2005: 58-65 | |
| 53 | Adrian Barbu, Song Chun Zhu: Generalizing Swendsen-Wang to Sampling Arbitrary Posterior Probabilities. IEEE Trans. Pattern Anal. Mach. Intell. 27(8): 1239-1253 (2005) | |
| 52 | Song Chun Zhu, Cheng-en Guo, Yizhou Wang, Zijian Xu: What are Textons? International Journal of Computer Vision 62(1-2): 121-143 (2005) | |
| 51 | Zhuowen Tu, Xiangrong Chen, Alan L. Yuille, Song Chun Zhu: Image Parsing: Unifying Segmentation, Detection, and Recognition. International Journal of Computer Vision 63(2): 113-140 (2005) | |
| 2004 | ||
| 50 | Yizhou Wang, Song Chun Zhu: Modeling Complex Motion by Tracking and Editing Hidden Markov Graphs. CVPR (1) 2004: 856-863 | |
| 49 | Adrian Barbu, Song Chun Zhu: Multigrid and Multi-Level Swendsen-Wang Cuts for Hierarchic Graph Partition. CVPR (2) 2004: 731-738 | |
| 48 | Adrian Barbu, Song Chun Zhu: On the Relationship Between Image and Motion Segmentation. SCVMA 2004: 51-63 | |
| 47 | Yizhou Wang, Song Chun Zhu: Analysis and Synthesis of Textured Motion: Particles and Waves. IEEE Trans. Pattern Anal. Mach. Intell. 26(10): 1348-1363 (2004) | |
| 46 | Feng Han, Zhuowen Tu, Song Chun Zhu: Range Image Segmentation by an Effective Jump-Diffusion Method. IEEE Trans. Pattern Anal. Mach. Intell. 26(9): 1138-1153 (2004) | |
| 2003 | ||
| 45 | Feng Han, Song Chun Zhu: Bayesian Reconstruction of 3D Shapes and Scenes From A Single Image. HLK 2003: 12-20 | |
| 44 | Cheng-en Guo, Song Chun Zhu, Ying Nian Wu: Towards a Mathematical Theory of Primal Sketch and Sketchability. ICCV 2003: 1228-1235 | |
| 43 | Zhuowen Tu, Xiangrong Chen, Alan L. Yuille, Song Chun Zhu: Image Parsing: Unifying Segmentation, Detection, and Recognition. ICCV 2003: 18-25 | |
| 42 | Yizhou Wang, Song Chun Zhu: Modeling Textured Motion : Particle, Wave and Sketch. ICCV 2003: 213-220 | |
| 41 | Aleksandr Dubinskiy, Song Chun Zhu: A Multi-scale Generative Model for Animate Shapes and Parts. ICCV 2003: 249-256 | |
| 40 | Adrian Barbu, Song Chun Zhu: Graph Partition by Swendsen-Wang Cuts. ICCV 2003: 320-329 | |
| 39 | Scott Konishi, Alan L. Yuille, James M. Coughlan, Song Chun Zhu: Statistical Edge Detection: Learning and Evaluating Edge Cues. IEEE Trans. Pattern Anal. Mach. Intell. 25(1): 57-74 (2003) | |
| 38 | Song Chun Zhu: Statistical Modeling and Conceptualization of Visual Patterns. IEEE Trans. Pattern Anal. Mach. Intell. 25(6): 691-712 (2003) | |
| 37 | Cheng-en Guo, Song Chun Zhu, Ying Nian Wu: Modeling Visual Patterns by Integrating Descriptive and Generative Methods. International Journal of Computer Vision 53(1): 5-29 (2003) | |
| 2002 | ||
| 36 | Yizhou Wang, Song Chun Zhu: A Generative Method for Textured Motion: Analysis and Synthesis. ECCV (1) 2002: 583-598 | |
| 35 | Ying Nian Wu, Song Chun Zhu, Cheng-en Guo: Statistical Modeling of Texture Sketch. ECCV (3) 2002: 240-254 | |
| 34 | Zhuowen Tu, Song Chun Zhu: Parsing Images into Region and Curve Processes. ECCV (3) 2002: 393-407 | |
| 33 | Feng Han, Zhuowen Tu, Song Chun Zhu: A Stochastic Algorithm for 3D Scene Segmentation and Reconstruction. ECCV (3) 2002: 502-516 | |
| 32 | Song Chun Zhu, Cheng-en Guo, Ying Nian Wu, Yizhou Wang: What Are Textons? ECCV (4) 2002: 793-807 | |
| 31 | Zhuowen Tu, Song Chun Zhu: Image Segmentation by Data-Driven Markov Chain Monte Carlo. IEEE Trans. Pattern Anal. Mach. Intell. 24(5): 657-673 (2002) | |
| 30 | Song Chun Zhu, Xiuwen Liu: Learning in Gibbsian Fields: How Accurate and How Fast Can It Be? IEEE Trans. Pattern Anal. Mach. Intell. 24(7): 1001-1006 (2002) | |
| 2001 | ||
| 29 | Zhuowen Tu, Song Chun Zhu, Heung-Yeung Shum: Image Segmentation by Data Driven Markov Chain Monte Carlo. ICCV 2001: 131-138 | |
| 28 | Ce Liu, Song Chun Zhu, Heung-Yeung Shum: Learning Inhomogeneous Gibbs Model of Faces by Minimax Entropy. ICCV 2001: 281-287 | |
| 27 | Cheng-en Guo, Song Chun Zhu, Ying Nian Wu: Visual Learning by Integrating Descriptive and Generative Methods. ICCV 2001: 370-377 | |
| 26 | Hong Chen, Ying-Qing Xu, Heung-Yeung Shum, Song Chun Zhu, Nanning Zheng: Example-Based Facial Sketch Generation with Non-parametric Sampling. ICCV 2001: 433-438 | |
| 25 | Alan L. Yuille, Song Chun Zhu, David Mumford: Introduction by Guest Editors. International Journal of Computer Vision 41(1/2): 7 (2001) | |
| 24 | Alan L. Yuille, James M. Coughlan, Ying Nian Wu, Song Chun Zhu: Order Parameters for Detecting Target Curves in Images: When Does High Level Knowledge Help? International Journal of Computer Vision 41(1/2): 9-33 (2001) | |
| 2000 | ||
| 23 | Alan L. Yuille, James M. Coughlan, Song Chun Zhu, Ying Nian Wu: Order Parameters for Minimax Entropy Distributions: When Does High Level Knowledge Help? CVPR 2000: 1558-1565 | |
| 22 | Song Chun Zhu, Rong Zhang, Zhuowen Tu: Integrating Bottom-Up/Top-Down for Object Recognition by Data Driven Markov Chain Monte Carlo. CVPR 2000: 1738-1745 | |
| 21 | Song Chun Zhu, Xiuwen Liu: Learning in Gibbsian Fields: How Accurate and How Fast Can It Be? CVPR 2000: 2002-2008 | |
| 20 | Song Chun Zhu, Xiuwen Liu, Ying Nian Wu: Exploring Texture Ensembles by Efficient Markov Chain Monte Carlo-Toward a 'Trichromacy' Theory of Texture. IEEE Trans. Pattern Anal. Mach. Intell. 22(6): 554-569 (2000) | |
| 19 | Ying Nian Wu, Song Chun Zhu, Xiuwen Liu: Equivalence of Julesz Ensembles and FRAME Models. International Journal of Computer Vision 38(3): 247-265 (2000) | |
| 18 | Song Chun Zhu, Alan L. Yuille, David Mumford: Guest Editorial: Statistical and Computational Theories of Vision: Modeling, Learning, Sampling and Computing, Part I. International Journal of Computer Vision 40(1): 5-6 (2000) | |
| 1999 | ||
| 17 | Scott Konishi, Alan L. Yuille, James M. Coughlan, Song Chun Zhu: Fundamental Bounds on Edge Detection: An Information Theoretic Evaluation of Different Edge Cues. CVPR 1999: 1573-1579 | |
| 16 | Ying Nian Wu, Song Chun Zhu, Xiuwen Liu: Equivalence of Julesz and Gibbs Texture Ensembles. ICCV 1999: 1025-1032 | |
| 15 | Song Chun Zhu: Stochastic Jump-Diffusion Process for Computing Medial Axes in Markov Random Fields. IEEE Trans. Pattern Anal. Mach. Intell. 21(11): 1158-1169 (1999) | |
| 14 | Song Chun Zhu: Embedding Gestalt Laws in Markov Random Fields. IEEE Trans. Pattern Anal. Mach. Intell. 21(11): 1170-1187 (1999) | |
| 13 | Song Chun Zhu, Ying Nian Wu: From local features to global perception - A perspective of Gestalt psychology from Markov random field theory. Neurocomputing 26-27: 939-945 (1999) | |
| 1998 | ||
| 12 | Song Chun Zhu: Stochastic Computation of Medial Axis in Markov Random Fields. CVPR 1998: 72-79 | |
| 11 | Song Chun Zhu, David Mumford: GRADE: Gibbs Reaction and Diffusion Equation. ICCV 1998: 847-856 | |
| 10 | Song Chun Zhu, Ying Nian Wu, David Mumford: Filters, Random Fields and Maximum Entropy (FRAME): Towards a Unified Theory for Texture Modeling. International Journal of Computer Vision 27(2): 107-126 (1998) | |
| 1997 | ||
| 9 | Song Chun Zhu, David Mumford: Learning Generic Prior Models for Visual Computation. CVPR 1997: 463-469 | |
| 8 | Song Chun Zhu, David Mumford: Prior Learning and Gibbs Reaction-Diffusion. IEEE Trans. Pattern Anal. Mach. Intell. 19(11): 1236-1250 (1997) | |
| 7 | Song Chun Zhu, Ying Nian Wu, David Mumford: Minimax Entropy Principle and Its Application to Texture Modeling. Neural Computation 9(8): 1627-1660 (1997) | |
| 1996 | ||
| 6 | Song Chun Zhu, Ying Nian Wu, David Mumford: FRAME: Filters, Random fields, and Minimax Entropy-- Towards a Unified Theory for Texture Modeling. CVPR 1996: 686-693 | |
| 5 | Song Chun Zhu, Alan L. Yuille: Region Competition: Unifying Snakes, Region Growing, and Bayes/MDL for Multiband Image Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 18(9): 884-900 (1996) | |
| 4 | Song Chun Zhu, Alan L. Yuille: FORMS: A flexible object recognition and modelling system. International Journal of Computer Vision 20(3): 187-212 (1996) | |
| 1995 | ||
| 3 | Song Chun Zhu, Tai Sing Lee, Alan L. Yuille: Region Competition: Unifying Snakes, Region Growing, Energy/Bayes/MDL for Multi-band Image Segmentation. ICCV 1995: 416- | |
| 2 | Song Chun Zhu, Alan L. Yuille: FORMS: A Flexible Object Recognition and Modelling System. ICCV 1995: 465-472 | |
| 1994 | ||
| 1 | Song Chun Zhu, Alan L. Yuille: A Framework for Shape Representation and Recognition. ICIP (1) 1994: 671-675 | |