Selected Publications of Jitendra Malik

(More papers can be found by following links from Computer Vision Group )

Please note that copyright for these articles belongs to the publishers of the journals or conference proceedings.

" Contour Detection and Hierarchical Image Segmentation "
P. Arbelaez, M. Maire, C. Fowlkes, J. Malik
IEEE Trans. on PAMI 2010 (in press)
paper

" Large Displacement Optical Flow: Descriptor Matching in Variational Flow Estimation "
T. Brox, J. Malik
IEEE Trans. on PAMI 2010 (in press)
paper

" Understanding rapid category detection via multiply degraded images "
C. Nandakumar, J. Malik
Journal of Vision, 9(6):19, 1-8, http://journalofvision.org/9/6/19/, doi:10.1167/9.6.19, 2009
paper

" Visual Exploration of Three-dimensional Gene Expression Using Physical Views and Linked Abstract Views "
G. Weber, O. Rubel, M. Huang, A. DePace, C.Fowlkes, S. Keranen, C. Luengo Hendriks, H. Hagen, D. Knowles, J. Malik, M.D. Biggin and B. Hamann
IEEE/ACM Trans. on Computational Biology and Bioinformatics, vol. 6, no. 2, pp. 296-309, April-June, 2009.
paper

" Learning to Locate Informative Features for Visual Identification "
A. Ferencz, E.G. Learned-Miller and J. Malik
International Journal of Computer Vision , 77:3-24, 2008.
paper

"Learning Probabilistic Models for Contour Completion in Natural Images "
X. Ren, C.C. Fowlkes and J. Malik
International Journal of Computer Vision , 77:47-63, 2008
paper

" A Quantitative Spatiotemporal Atlas of Gene Expression in the Drosophila Blastoderm "
Charless C. Fowlkes, Cris L. Luengo Hendriks, Soile V.E. Keranen, Gunther H. Weber, Oliver Rubel, Min-Yu Huang, Sohail Chatoor, Angela H. DePace, Lisa Simirenko, Clara Henriquez, Amy Beaton, Richard Weiszmann, Susan Celniker, Bernd Hamann, David W. Knowles, Mark D. Biggin, Michael B. Eisen, and Jitendra Malik
Cell, Vol 133, 364-374, 18 April 2008
paper

" Local Figure/Ground Cues are Valid for Natural Images, "
C.C. Fowlkes, D.R. Martin, J. Malik
Journal of Vision, 7(8):2, 1-9, http://journalofvision.org/7/8/2/, 2007
paper

" 3D Morphology and Gene Expression in the Drosophila Blastoderm at Cellular Resolution I: Data Acquisition Pipeline, "
C. Luengo-Hendriks, S. Keranen, C. Fowlkes, L. Simirenko, G. Weber, C. Henriquez, D. Kaszuba, B. Hamann, M. Eisen, J. Malik, D. Sudar, M. Biggin D. Knowles
Geonome Biology , 7:R123, 2006.
paper

" 3D Morphology and Gene Expression in the Drosophila Blastoderm at Cellular Resolution II: Dynamics "
S. Keranen, C. Fowlkes, C. Luengo Hendriks, D. Sudar, D. Knowles,J. Malik, M. Biggin
Genome Biology, 7:R124, 2006.
paper

" Recovering 3D human body configurations using shape contexts"
Greg Mori and Jitendra Malik
IEEE Trans. on Pattern Analysis and Machine Intelligence, 28(7), July 2006, pp. 1052 - 1062.
paper

" Efficient Shape Matching Using Shape Contexts"
Greg Mori, Serge Belongie and Jitendra Malik
IEEE Trans. on Pattern Analysis and Machine Intelligence, 27(11), 1832-1837, Nov. 2005.
paper

"When is scene recognition just texture recognition? "
Laura Walker Renninger and Jitendra Malik
Vision Research, 44, 2004, pp. 2301-2311.
paper

" Learning to Detect Natural Image Boundaries Using Local Brightness, Color and Texture Cues"
David Martin, Charless Fowlkes and Jitendra Malik
IEEE Trans. on Pattern Analysis and Machine Intelligence, 26(5), 530-549, May 2004.
paper

" Twist Based Acquisition and Tracking of Animal and Human Kinematics"
Christoph Bregler, Jitendra Malik and Katherine Pullen
International Journal of Computer Vision, 56(3), 179-194, Feb-March 2004.
paper

" Spectral Grouping Using the Nystrom Method"
Charless Fowlkes, Serge Belongie, Fan Chung and Jitendra Malik
IEEE Trans. on Pattern Analysis and Machine Intelligence, 26(2), 214-225, February 2004.
paper

" Blobworld: Image Segmentation Using Expectation-Maximization and Its Application to Image Querying;
Chad Carson, Serge Belongie, Hayit Greenspan and Jitendra Malik
IEEE Trans. on Pattern Analysis and Machine Intelligence, 24(8), 1026-1038, August 2002.
paper

" Shape Matching and Object Recognition Using Shape Contexts"
Serge Belongie, Jitendra Malik and Jan Puzicha
IEEE Trans. on Pattern Analysis and Machine Intelligence, 24(4), 509-522, April 2002.
paper

" Extracting Objects from Range and Radiance Images"
Yizhou Yu, Andras Ferencz and Jitendra Malik
IEEE Trans. on Visualization and computer Graphics, 7(4), 351-364, Oct-Dec. 2001.
paper

" Contour and Texture Analysis for Image Segmentation"
Jitendra Malik, Serge Belongie, Thomas Leung and Jianbo Shi
International Journal of Computer Vision, 43(1), 7-27, June 2001.
paper

"Representing and Recognizing the Visual Appearance of Materials using Three-Dimensional Textons"
Thomas Leung and Jitendra Malik
International Journal of Computer Vision,43(1), 29-44, June 2001.
paper

"Normalized Cuts and Image Segmentation"
Jianbo Shi and Jitendra Malik
IEEE Transactions on Pattern Analysis and Machine Intelligence, 22(8), 888-905, August 2000.
Paper
"Image Recognition: Visual Grouping, Recognition and Learning"
Joachim M. Buhmann, Jitendra Malik and Pietro Perona
Proc. of National Academy of Sciences, 96(25), 14203-14204, Dec 1999.
Paper
"Stereoscopic Occlusion junctions"
Jitendra Malik, Barton L. Anderson and Chad Charowhas
Nature Neuroscience, 2(9), Sept 1999, pp.840-843
"Inverse Global Illumination: Recovering Reflectance Models of Real Scenes from Photographs"
Yizhou Yu, Paul Debevec, Jitendra Malik and Tim Hawkins
Proc. of ACM SIGGRAPH 1999, 215-224.
paper
"A comparative study of vision-based lateral control strategies for autonomous highway driving"
Camillo J. Taylor, Jana Kosecka, Robert Blasi and Jitendra Malik
Int. Journal of Robotics Research, 18(5), May 1999, pp. 442-453.
paper
"Tracking people with twists and exponential maps"
Christoph Bregler and Jitendra Malik
IEEE Conf. Computer Vision and Pattern Recognition, 1998, pp. 8-15.
paper
"A Realtime Computer Vision System for vehicle tracking and traffic surveillance"
B. Coifman, D. Beymer, P. Mclauchlan and J. Malik
Transportation Research C 6C (4), Aug. 1998, 271-288.
Paper
"Recovering Photometric Properties of Architectural Scenes from Photographs"
Yizhou Yu and Jitendra Malik
Proc. of ACM SIGGRAPH 1998, 207-217.
paper
"Motion Segmentation and Tracking Using Normalized Cuts"
Jianbo Shi and Jitendra Malik
Int. Conf. Computer Vision, Jan 1998, Bombay, India, 1154-1160
paper
"Color- and Texture-based Image Segmentation Using the Expectation-Maximization Algorithm and Its Application to Content-Based Image Retrieval"
Serge Belongie, Chad Carson, Hayit Greenspan, and Jitendra Malik
Int. Conf. Computer Vision, Jan 1998, Bombay, India
paper
" Surface orientation from texture: Isotropy or Homogeneity (or Both?)"
Ruth Rosenholtz and Jitendra Malik
Vision Research, 37(16), Aug. 1997, 2283-2293.
paper

"Searching for Digital Pictures"
David Forsyth, Jitendra Malik and Robert Wilensky
Scientific American, 276(6), June 1997, 88-93.
"Recovering High Dynamic Range Radiance Maps from Photographs"
Paul Debevec and Jitendra Malik
Proc. of ACM SIGGRAPH 1997, 369-378.
paper
" Computing local surface orientation and shape from texture for curved surfaces"
Jitendra Malik and Ruth Rosenholtz
International Journal of Computer Vision, 23(2), June 1997, 149-168.
paper

"On Perpendicular Texture or: Why do we see more flowers in the distance? "
Thomas Leung and Jitendra Malik
IEEE Conf. Computer Vision and Pattern Recognition, June 1997, Puerto Rico, 807-813.
paper
"Normalized Cuts and Image Segmentation"
Jianbo Shi and Jitendra Malik
IEEE Conf. Computer Vision and Pattern Recognition, June 1997, Puerto Rico, 731-737.
paper
" Rigid Body Segmentation and Shape Description from Dense Optical Flow under weak perspective"
Joseph Weber and Jitendra Malik
IEEE Trans. on PAMI, 139-143, Feb 1997.
paper

"Modeling and Rendering Architecture from Photographs: A Hybrid Geometry- and Image- Based Approach"
Paul Debevec, Camillo Taylor and Jitendra Malik
Proc. of ACM SIGGRAPH 96, 11-20.
paper
" Robust Computation of Optical Flow in a Multi-Scale Differential Framework"
Joseph Weber and Jitendra Malik
International Journal of Computer Vision, 14, 1995, 67-81.
paper

"A computational framework for determining stereo correspondence from a set of linear spatial filters"
David Jones and Jitendra Malik
European Conf. on Computer Vision, 1992, 395-410, May 1992 and Image and Vision Computing 10(10), Dec. 1992, 699-708.
Paper
"Determining three-dimensional shape from orientation and spatial frequency disparities"
David Jones and Jitendra Malik
European Conf. on Computer Vision, 1992, 661-669, May 1992.
Paper
"Detecting and Localizing edges composed of steps, peaks and roofs"
Pietro Perona and Jitendra Malik
Third Int. Conf. on Computer Vision, Dec. 1990, 52-57.
Paper
"Scale Space and Edge Detection using Anisotropic diffusion"
Pietro Perona and Jitendra Malik
IEEE Transactions on Pattern Analysis and Machine Intelligence, 12(7), July 1990, 629-639.
Paper
"Preattentive texture discrimination with early vision mechanisms"
Jitendra Malik and Pietro Perona
Journal of Optical Society of America A, 7(5), May 1990, 923-932.
Paper
"Computing the aspect graph for line drawings of polyhedral objects"
Ziv Gigus and Jitendra Malik
IEEE Transactions on Pattern Analysis and Machine Intelligence, 12(2), Feb 1990, 113-122.
Paper
"Recovering three dimensional shape from a single image of curved objects"
Jitendra Malik and Dror Maydan
IEEE Transactions on Pattern Analysis and Machine Intelligence,11(6), 555-566, June 1989.
Paper
"Interpreting Line Drawings of Curved Objects"
Jitendra Malik
International Journal of Computer Vision,1(1), 73-103, 1987.
Paper