• Z.Y. Yao, X. Yang, and S.C. Zhu,  "Introduction to a large scale general purpose groundtruth dataset: methodology, annotation tool, and benchmarks", 6th Int'l Conf on EMMCVPR, August 2007. [pdf ]

• S.C. Zhu and D. Mumford, “ A Stochastic Grammar of Images ”, Foundations and Trends in Computer Graphics and Vision, 2007 [ pdf ]

• F. Han and S.C. Zhu, “Bottom-up/Top-down Image Parsing with Attribute Graph Grammar ”, ICCV, 2005, IEEE Trans. on PAMI (under review) [ pdf ]

• T.F. Wu, G.S. Xia, and S.C. Zhu , “Compositional Boosting for Computing Hierarchical Image Structures”
CVPR , 2007 [ pdf ]

• C.E. Guo, S.C. Zhu and Y.N. Wu , “ Primal Sketch: Integrating Texture and Structure ”, Computer Vision and Image Understanding , vol. 106, issue 1, 5-19, April, 2007 [ pdf ]

• Z.W.Tu and S.C.Zhu, "Parsing Images into Regions, Curves, and Curve Groups" , Int'l Journal of Computer Vision , 2006. [ pdf ]

• Z.W. Tu, X.R. Chen, A.L. Yuille, and S.C. Zhu, "Image parsing: unifying segmentation, detection and recognition" , Int'l J. of Computer Vision, 63(2), 113-140, 2005. [ pdf ]

• A. Barbu and S.C. Zhu, “Generalizing Swendsen-Wang to Sampling Arbitrary Posterior Probabilities”,
IEEE Trans. on Pattern Analysis and Machine Intelligence , vol.27, no.8, 1239-1253, 2005 [ pdf ]

• Feng Han, Zhuowen Tu, and Song-Chun Zhu, "A Stochastic Algorithm for Parsing and Reconstructing 3D Scenes" , Proc. of 7th European Conference on Computer Vision , Copenhagen , Demark, 2002. [ pdf ]

• S. C. Zhu, R. Zhang, and Z. W. Tu, “ Integrating Top-down/Bottom-up for Object Recognition by Data Driven
Markov Chain Monte Carlo”, CVPR 2000. [pdf]