Shape Matching and Object Recognition

* "Multi-Scale Object Detection by Clustering Lines"
B. Ommer and J. Malik, ICCV 2009. [pdf]
* "Max-Margin Additive Classifiers for Detection"
S. Maji and A. C. Berg, ICCV 2009. [pdf]
* "Context by Region Ancestry"
Joseph J. Lim, Pablo Arbelaez, Chunhui Gu and J. Malik. ICCV 2009. [pdf]
* "Understanding Rapid Category Detection via Multiply Degraded Images"
C. Nandakumar and J. Malik. JOV 2009. [pdf]
* "Object Detection Using a Max-Margin Hough Tranform"
S. Maji and J. Malik. CVPR 2009. [pdf]
* "Recognition Using Regions"
Chunhui Gu, Joseph J. Lim, Pablo Arbelaez and J. Malik. CVPR 2009. [pdf]
* "Classification using Intersection Kernel SVMs is Efficient"
S. Maji, A. C. Berg and J. Malik. CVPR 2008. [pdf] [more info]
* "Parsing Images of Architectural Scenes"
A. C. Berg, F. Grabler, J. Malik. ICCV 2007. [pdf]
* "Learning Distance Functions for Exemplar-Based Object Recognition."
A. Frome, PhD Thesis, 2007. [pdf]
* "Learning Globally-Consistent Local Distance Functions for Shape-Based Image Retrieval and Classification"
A. Frome, Y. Singer, F. Sha, J. Malik. ICCV 2007. [pdf] [talk]
* "Learning to Locate Informative Features for Visual Identification"
A. Ferencz, E. Learned-Miller, J. Malik.   IJCV 2008.    [pdf] [more info]
* "Image Retrieval and Classification Using Local Distance Functions"
A. Frome, Y. Singer, J. Malik. NIPS 2006. [pdf] [poster]
* "SVM-KNN: Discriminative Nearest Neighbor Classification for Visual Category Recognition"
H. Zhang, A. C. Berg, M. Maire, J. Malik.   CVPR 2006    [pdf]
* "Recovering 3D Human Body Configurations Using Shape Contexts"
G. Mori, J. Malik.   IEEE PAMI Jul. 2006    [pdf]
* "Efficient Shape Matching Using Shape Contexts"
G. Mori, S. Belongie, J. Malik.   IEEE PAMI Nov. 2005    [pdf]
* "Recovering Human Body Configurations using Pairwise Constraints between Parts"
X. Ren, A. C. Berg, and J. Malik.   ICCV 2005    [pdf]
* "Building a Classification Cascade for Visual Identification from One Example"
A. Ferencz, E. Learned-Miller, J. Malik.   ICCV 2005    [pdf] [more info]
* "Shape Matching and Object Recognition using Low Distortion Correspondence"
A. C. Berg, T. L. Berg, J. Malik.   CVPR 2005    [pdf] [ppt]
*

"Object Recognition using Locality Sensitive Hashing of Shape Contexts"
A. Frome, J. Malik. Nearest-Neighbor Methods in Learning and Vision, Eds. G. Shakhnarovich, T. Darrell, P. Indyk. 2005. [pdf] formatting and pagination differ from printed version

*

"An Information Maximization Model of Eye Movements"
L. Walker Renninger, J. Coughlan, P. Verghese, and J. Malik.  NIPS 2004    [pdf]

* "Learning Hyper-Features for Visual Identification"
A. Ferencz, E. Learned-Miller, J. Malik.   NIPS 2004    [pdf] [more info]
*

"When is scene identification just texture recognition?"
L. Walker Renninger, and J. Malik.  Vision Research 2004    [pdf]
also presented at Vision Sciences Meeting, 2002

*

"Recognizing Objects in Range Data Using Regional Point Descriptors"
A. Frome, D. Huber, R. Kolluri, T. Buelow, and J. Malik.  ECCV 2004   [pdf]

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"Learning a Discriminative Classifier using Shape Context Distances"
H. Zhang, and J. Malik.  CVPR 2003   [pdf]

*

"Recognizing Objects in Adversarial Clutter: Breaking a Visual CAPTCHA"
G. Mori, and J. Malik.  CVPR 2003    [pdf] [ppt] [more info]

*

"Estimating Human Body Configurations using Shape Context Matching",
G, Mori and J. Malik. &nbssp; ECCV 2002   [pdf]
also Workshop on Models versus Exemplars 2001 [pdf]

*

"Shape Matching and Object Recognition Using Shape Contexts"
S. Belongie, J. Malik, and J. Puzicha.   PAMI 2002    [pdf] [more info]

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"Geometric Blur for Template Matching"
A.C. Berg and J. Malik.  CVPR 2001   [pdf]

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"Shape Contexts Enable Efficient Retrieval of Similar Shapes"
G. Mori, S. Belongie, and J. Malik.  CVPR 2001   [pdf] [more info]

*

"Matching Shapes"
S. Belongie, J. Malik, and J. Puzicha.   ICCV 2001    [pdf] [ppt]

* "Shape Context: A new descriptor for shape matching and object recognition"
S. Belongie, J. Malik, and J. Puzicha.   NIPS 2000     [ps.gz]
* "Matching with Shape Contexts"
S. Belongie and J. Malik.   CBAIVL 2000    [ps.gz]

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Questions--> Chunhui Gu (chunhui@eecs.berkeley.edu)