Selected Papers


A Discriminatively Trained, Multiscale, Deformable Part Model.
(with David McAllester and Deva Ramanan)
To appear in CVPR 2008.
pdf Source code

2D Min-Filters with Polygons.
(with Paolo Codenotti)
17th Fall Workshop on Computational Geometry, 2007
ps.gz pdf

Computing Rank Convolutions with a Mask.
(with László Babai)
DRAFT.
ps.gz pdf

Hierarchical Matching of Deformable Shapes.
(with Joshua Schwartz)
IEEE Conference on Computer Vision and Pattern Recognition, 2007.
ps.gz pdf

The Generalized A* Architecture.
(with David McAllester)
Journal of Artificial Intelligence Research, Vol. 29, May 2007.
ps.gz pdf

A Min-Cover Approach for Finding Salient Curves.
(with David McAllester)
IEEE Workshop on Perceptual Organization in Computer Vision, 2006.
ps.gz pdf

Efficient Belief Propagation for Early Vision.
(with Daniel Huttenlocher)
International Journal of Computer Vision, Vol. 70, No. 1, October 2006.
ps.gz pdf Source code, an earlier version from CVPR 2004: ps.gz pdf

Object Recognition by Combining Appearance and Geometry.
(with David Crandall and Daniel Huttenlocher)
Torwards Category-Level Object Recognition. Springer LNCS 4170, 2006.
ps.gz pdf, an earlier version from CVPR 2005: ps.gz pdf

Representation and Detection of Deformable Shapes.
IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 27, No. 2, February 2005.
ps.gz pdf, an earlier version from CVPR 2003: ps.gz pdf

Pictorial Structures for Object Recognition.
(with Daniel Huttenlocher)
International Journal of Computer Vision, Vol. 61, No. 1, January 2005.
ps.gz pdf

Distance Transforms of Sampled Functions.
(with Daniel Huttenlocher)
Cornell Computing and Information Science Technical Report TR2004-1963, September 2004.
ps.gz pdf Source code

Efficient Graph-Based Image Segmentation.
(with Daniel Huttenlocher)
International Journal of Computer Vision, Vol. 59, No. 2, September 2004.
ps.gz pdf Source code

Fast Algorithms for Large-State-Space HMMs with Applications to Web Usage Analysis.
(with Daniel Huttenlocher and Jon Kleinberg)
Advances in Neural Information Processing Systems 16, 2003.
ps.gz pdf

Representation and Detection of Shapes in Images.
PhD Thesis, Massachusetts Institute of Technology, September 2003.
ps.gz pdf

Learning Models for Object Recognition.
IEEE Conference on Computer Vision and Pattern Recognition, 2001.
ps.gz pdf

Efficient Matching of Pictorial Structures.
(with Daniel Huttenlocher)
IEEE Conference on Computer Vision and Pattern Recognition, 2000.
ps.gz pdf

Digipaper: A Versatile Color Document Image Representation.
(with Daniel Huttenlocher and William J. Rucklidge)
IEEE International Conference on Image Processing, 1999.
pdf