Long (Leo) Zhu

 

   Postdoctoral Associate in Bill Freeman's Group

   32-D462, Stata Center, CSAIL, MIT

   leozhu AT csail dot mit dot edu

    my Ph.D journey with Alan

Selected Papers:  

Long Zhu, Yuanhao Chen, Yuan Lin, Chenxi Lin, Alan Yuille. Recursive Segmentation and Recognition Templates for 2D Parsing. NIPS 2008. [preview] [pdf]

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]

Long Zhu, Alan L. Yuille. A Hierarchical Compositional System for Rapid Object Detection. NIPS 2005 [pdf]
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, Chenxi Lin, Alan Yuille. Max Margin AND/OR Graph Learning for Efficient Articulated Object Parsing. under review. [pdf]
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]

Long Zhu, Yuanhao Chen, Alan Yuille. Learning a Hierarchical Deformable Template for Rapid Deformable Object Parsing. To appear in TPAMI 2009. [pdf]  Data: [horse ground truth] [horse images] [training/validation/testing split] [testing results] [cow ground truth] [cow images]
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]
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, Alan Yuille, Hongjiang Zhang .Unsupervised Learning of Probabilistic Object Models (POMs) for Object Classification, Segmentation and Recognition using Knowledge Propagation. To appear in TPAMI 2009. [pdf]
Long Zhu, Yuanhao Chen, Alan Yuille. Unsupervised Learning of a Probabilistic Grammar for Object Detection and Parsing. NIPS 2006. [pdf]

Long Zhu, Yuanhao Chen, Alan Yuille. Unsupervised Learning of Probabilistic Grammar-Markov Models for Object Categories. TPAMI Jan. 2009. [pdf]

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