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.

" 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

" 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

" 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, 99,2007
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
"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