Publications


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Journal Articles:

 

  1. Cheng-en Guo, Song-Chun Zhu, and Ying Nian Wu,

“Modeling Visual Patterns by Integrating Descriptive and Generative Methods”, 

International Journal of Computer Vision, Vol. 53, No. 1, pp.5-29, June 2003.

  1. Jiebo Luo and Cheng-en Guo,

 “Perceptual Grouping of Segmented Regions in Color Images”,

Pattern Recognition, vol. 36, no. 12, pp.2781-2792, December 2003.

  1. Song-Chun Zhu, Cheng-en Guo, Yizhou Wang, and Zijian Xu,

“What are Textons?”,

International Journal of Computer Vision (accepted).

 

Conference Articles:

 

  1.  Cheng-en Guo, Song-Chun Zhu and Ying Nian Wu,

“A Mathematical Theory of Primal Sketch and Sketchability”,

Proc. of 9th International Conference on Computer Vision, pp.1228-1235, Nice, France, 2003.

  1. Song-chun Zhu, Cheng-en Guo, Ying Nian Wu and Yizhou Wang,

“What are Textons?”,

Proc. of 7th European Conf. on Computer Vision, pp.793-807, Copenhagen, Denmark, 2002.

  1.  Ying Nian Wu, Song-Chun Zhu and Cheng-en Guo,

“Statistical Modeling of Image Sketch”,

Proc. of 7th European Conf. on Computer Vision, pp.240-254, Copenhagen, Denmark, 2002.

  1. Jiebo Luo and Cheng-en Guo,

“Non-Purposive Perceptual Region Grouping”,

Proc. of IEEE Int’l Conf. on Image Processing, vol.2, pp.749-752, Rochester, NY 2002.

  1. Cheng-en Guo, Song-Chun Zhu and Ying Nian Wu,

“Visual Learning by Integrating Descriptive and Generative Models”,

Proc. of 8th Int’l Conf. on Computer Vision, vol.1 pp. 370-377, Vancouver, Canada, 2001.

  1. Song-Chun Zhu and Cheng-en Guo,

“Conceptualization and Modeling of Visual Patterns - A Modern Statistical Physics Foundation for Visual Complexity”,

Proc. of Third Workshop on Perceptual Organization in Computer Vision, Vancouver, Canada, 2001.

  1. Song-Chun Zhu and Cheng-en Guo,

“Mathematical Modeling of Clutter: descriptive vs. generative models”,

Proc. of SPIE AeroSense Conf. on Automatic Target Recognition, Orlando, FL. 2000. 

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