Long (Leo) Zhu
	Contact Office: 8145 Math Science Bldg. Phone: (310)-206-7721 E-mail: lzhu AT stat DOT ucla DOT edu Advisor: Alan Yuille Interests: Computer Vision

Recent work:

Long Zhu, Chenxi Lin, Haoda Huang, Yuanhao Chen, Alan Yuille: Unsupervised Structure Learning: Hierarchical Recursive Composition, Suspicious Coincidence and Competitive Exclusion. ECCV 2008. [preview] [pdf] [Dictionary in the Mind]

Selected Papers:  Overview

Long Zhu, Yuanhao Chen, Yifei Lu, Chenxi Lin, Alan Yuille: Max Margin AND/OR Graph Learning for Parsing the Human Body. CVPR 2008. [pdf] [dataset]

Long Zhu, Yuanhao Chen, Xingyao Ye, Alan Yuille: Structure-Perceptron Learning of a Hierarchical Log-Linear Model. CVPR 2008. [pdf] [testing results] [dataset I] [dataset II]

Yuanhao Chen, Long Zhu, Alan Yuille, Hongjiang Zhang: Unsupervised Learning of Probabilistic Object Models for Object Classification, Segmentation and Recognition. CVPR 2008. [pdf] [dataset]

Yuanhao Chen, Long Zhu, Chenxi Lin, Alan Yuille, Hongjiang Zhang: Rapid Inference on a Novel AND/OR graph for Object Detection, Segmentation and Parsing. NIPS 2007. [pdf] See the movie illustration [ppt]

Long Zhu, Yuanhao Chen, Alan Yuille: Unsupervised Learning of Probabilistic Grammar-Markov Models for Object Categories. To appear in TPAMI 2008. [pdf]

Long Zhu, Yuanhao Chen, Alan Yuille: Unsupervised Learning of a Probabilistic Grammar for Object Detection and Parsing. NIPS 2006. [pdf]

Long Zhu, Alan L. Yuille: A Hierarchical Compositional System for Rapid Object Detection. NIPS 2005 [pdf]

Rong Xiao, Long Zhu, HongJiang Zhang: Boosting Chain Learning for Object Detection. ICCV 2003

Stan Z. Li, Long Zhu, ZhenQiu Zhang, Andrew Blake, HongJiang Zhang, Harry Shum: Statistical Learning of Multi-view Face Detection. ECCV 2002

Projects and Datasets:

Articulated Object Parsing: Berkeley Human Baseball;

 Deformable Object Parsing (Alignment/Matching): Weizmann Horse  Testing Results .  Rigid Object Alignment: Microsoft Multi-View Face Alignment

Unified Probabilistic Object Model (POM) for Classification, Segmentation and Recognition: Caltech-101

Rigid Object Detection: CMU Multi-View Face Detection

Paper Reading List :  2007