Faculty Publications - Jitendra Malik

Books

• S. Russell, P. Norvig, J. F. Canny, J. Malik, and D. D. Edwards, Artificial Intelligence: A Modern Approach, 2nd ed., Prentice Hall Series in Artificial Intelligence, Upper Saddle River, NJ: Prentice Hall/Pearson Education, 2003. [abstract]
• S. Russell, P. Norvig, J. F. Canny, J. Malik, and D. D. Edwards, Artificial Intelligence: A Modern Approach, Prentice Hall Series in Artificial Intelligence, Englewood Cliffs, NJ: Prentice Hall, 1995. [abstract]

Book chapters or sections

• A. Frome, Y. Singer, and J. Malik, "Image retrieval and classification using local distance functions," in Advances in Neural Information Processing Systems: Proc. 20th Annual Conf. (NIPS 2006), B. Scholkopf, J. C. Platt, and T. Hoffman, Eds., Advances in Neural Information Processing Systems, Vol. 19, Cambridge, MA: MIT Press, 2006, pp. 417-424.
• A. C. Berg and J. Malik, "Shape matching and object recognition," in Toward Category-Level Object Recognition, J. Ponce, M. Hebert, C. Schmid, and A. Zisserman, Eds., Lecture Notes in Computer Science: State-of-the-Art Survey, Vol. 4170, Berlin, Germany: Springer-Verlag, 2006, pp. 483-507.
• X. Ren, C. C. Fowlkes, and J. Malik, "Figure/ground assignment in natural images," in Computer Vision: Proc. 9th European Conf. on Computer Vision (ECCV 2006), Part II, A. Leonardis, H. Bischof, and A. Pinz, Eds., Lecture Notes in Computer Science, Vol. 3952, Berlin, Germany: Springer-Verlag, 2006, pp. 614-627.
• X. Ren, C. C. Fowlkes, and J. Malik, "Cue integration for figure/ground labeling," in Advances in Neural Information Processing Systems 18: Proc. 19th Annual Conf. (NIPS 2005), Y. Weiss, B. Scholkopf, and J. Platt, Eds., Advances in Neural Information Processing Systems, Vol. 18, Cambridge, MA: MIT Press, 2006, pp. 1121-1128.
• A. Ferencz, E. G. Learned Miller, and J. Malik, "Learning hyper-features for visual identification," in Advances in Neural Information Processing Systems 17: Proc. 18th Annual Conf. (NIPS 2004), L. K. Saul, Y. Weiss, and L. Bottou, Eds., Advances in Neural Information Processing Systems, Vol. 17, Cambridge, MA: MIT Press, 2005, pp. 433-440.
• L. W. Renninger, J. Coughlan, P. Verghese, and J. Malik, "An information maximization model of eye movements," in Advances in Neural Information Processing Systems 17: Proc. 18th Annual Conf. (NIPS 2004), L. K. Saul, Y. Weiss, and L. Bottou, Eds., Advances in Neural Information Processing Systems, Vol. 17, Cambridge, MA: MIT Press, 2005, pp. 1121-1128.
• A. Frome, D. Huber, R. Kolluri, T. Bulow, and J. Malik, "Recognizing objects in range data using regional point descriptors," in Computer Vision: Proc. 8th European Conf. on Computer Vision and Pattern Recognition (ECCV 2004), Part III, T. Pajdla and J. Matas, Eds., Lecture Notes in Computer Science, Vol. 3023, Berlin, Germany: Springer-Verlag, 2004, pp. 224-237.
• D. R. Martin, C. C. Fowlkes, and J. Malik, "Learning to detect natural image boundaries using brightness and texture," in Advances in Neural Information Processing Systems: Proc. 16th Annual Conf. (NIPS 2002), S. Becker, S. Thrun, and K. Obermayer, Eds., Vol. 15, Cambridge, MA: MIT Press, 2003, pp. 1279-1286.
• X. Ren and J. Malik, "A probabilistic multi-scale model for contour completion based on image statistics," in Computer Vision: Proc. 7th European Conf. on Computer Vision (ECCV 2002), Part I, A. Heyden, G. Sparr, M. Nielsen, and P. Johansen, Eds., Lecture Notes in Computer Science, Vol. 2350, Berlin, Germany: Springer-Verlag, 2002, pp. 312-327.
• S. Belongie, C. Fowlkes, F. Chung, and J. Malik, "Spectral partitioning with indefinite kernels using the Nystrom extension," in Computer Vision: Proc. 7th European Conf. on Computer Vision (ECCV 2002), Part III, A. Heyden, G. Sparr, M. Nielsen, and P. Johansen, Eds., Lecture Notes in Computer Science, Vol. 2352, Berlin, Germany: Springer-Verlag, 2002, pp. 531-542.
• G. Mori and J. Malik, "Estimating human body configurations using shape context matching," in Computer Vision: Proc. 7th European Conf. on Computer Vision (ECCV 2002), Part III, A. Heyden, G. Sparr, M. Nielsen, and P. Johansen, Eds., Lecture Notes in Computer Science, Vol. 2352, Berlin, Germany: Springer-Verlag, 2002, pp. 666-680.
• C. Fowlkes, Q. Shan, S. Belongie, and J. Malik, "Extracting global structure from gene expression profiles," in Methods of Microarray Data Analysis II: Papers from the 2nd Critical Assessment of Microarray Data Analysis Conf. (CAMDA '01, S. M. Lin and K. F. Johnson, Eds., Norwell, MA: Kluwer Academic Publishers, 2002, pp. 81-90.
• S. Belongie, J. Malik, and J. Puzicha, "Shape context: A new descriptor for shape matching and object recognition," in Advances in Neural Information Processing Systems 13: Proc. 14th Annual Conf. (NIPS 2000), T. K. Leen, T. G. Dietterich, and V. Tresp, Eds., Advances in Neural Information Processing Systems, Vol. 13, Cambridge, MA: MIT Press, 2001, pp. 831-837.
• D. G. Jones and J. Malik, "Determining three-dimensional shape from orientation and spatial frequency disparities," in Computer Vision: Proc. 2nd European Conf. on Computer Vision (ECCV '92), G. Sandini, Ed., Lecture Notes in Computer Science, Vol. 588, Berlin, Germany: Springer-Verlag, 1992, pp. 661-669.
• D. G. Jones and J. Malik, "A computational framework for determining stereo correspondence from a set of linear spatial filters," in Computer Vision: Proc. 2nd European Conf. on Computer Vision (ECCV '92), G. Sandini, Ed., Lecture Notes in Computer Science, Vol. 588, Berlin, Germany: Springer-Verlag, 1992, pp. 395-410.
• J. Malik and D. Maydan, "Recovering three-dimensional shape from a single image of curved objects," in Shape from Shading, B. K. P. Horn and M. J. Brooks, Eds., MIT Press Series of Artificial Intelligence, Cambridge, MA: MIT Press, 1989, pp. 375-408.

Articles in journals or magazines

• X. Ren, C. C. Fowlkes, and J. Malik, "Learning probabilistic models for contour completion in natural images," Intl. J. Computer Vision, vol. 77, no. 1-3, pp. 47-63, May 2008.
• A. Ferencz, E. G. Learned-Miller, and J. Malik, "Learning to locate informative features for visual identification," Intl. J. Computer Vision, vol. 77, no. 1-3, pp. 3-24, May 2008.
• C. C. Fowlkes, C. L. Luengo Hendriks, S. V. E. Keranen, G. H. Weber, O. Rubel, M. Y. Huang, S. Chatoor, A. H. DePace, L. Simirenko, C. Henriquez, A. Beaton, R. Weiszmann, S. Celniker, B. Hamann, D. W. Knowles, M. D. Biggin, M. B. Eisen, and J. Malik, "A quantitative spatiotemporal atlas of gene expression in the Drosophila blastoderm," Cell, vol. 133, no. 2, pp. 364-374, April 2008.
• G. H. Weber, O. Rubel, M. Huang, A. H. DePace, C. C. Fowlkes, S. V. E. Keranen, C. L. Luengo Hendriks, H. Hagen, D. W. Knowles, J. Malik, M. D. Biggin, and B. Hamann, "Visual exploration of three-dimensional gene expression using physical views and linked abstract views," IEEE/ACM Trans. Computational Biology and Bioinformatics, pp. 14 pg, 2007.
• C. C. Fowlkes, D. R. Martin, and J. Malik, "Local figure/ground cues are valid for natural images," J. Vision, vol. 7, no. 8, pp. 1-9, July 2007.
• S. V. E. Keranen, C. C. Fowlkes, C. L. Luengo Hendriks, D. Sudar, D. W. Knowles, J. Malik, and M. D. Biggin, "Three-dimensional morphology and gene expression in the Drosophila blastoderm at cellular resolution II: Dynamics," Genome Biology, vol. 7, no. 12, pp. R124, Dec. 2006.
• C. L. Luengo Hendriks, S. V. E. Keranen, C. C. Fowlkes, L. Simirenko, G. H. Weber, A. H. DePace, C. Henriquez, D. W. Kaszuba, B. Hamann, M. B. Eisen, J. Malik, D. Sudar, M. D. Biggin, and D. W. Knowles, "Three-dimensional morphology and gene expression in the Drosophila blastoderm at cellular resolution I: Data acquisition pipeline," Genome Biology, vol. 7, no. 12, pp. R123, Dec. 2006.
• G. Mori and J. Malik, "Recovering 3D human body configurations using shape contexts," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 28, no. 7, pp. 1052-1062, July 2006.
• G. Mori, S. Belongie, and J. Malik, "Efficient shape matching using shape contexts," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 27, no. 11, pp. 1832-1837, Nov. 2005.
• L. W. Renninger and J. Malik, "When is scene recognition just texture recognition?," Vision Research, vol. 44, no. 19, pp. 2301-2311, Sep. 2004.
• D. R. Martin, C. C. Fowlkes, and J. Malik, "Learning to detect natural image boundaries using local brightness, color, and texture cues," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 26, no. 5, pp. 530-549, May 2004.
• C. Fowlkes, S. Belongie, F. Chung, and J. Malik, "Spectral grouping using the Nystrom method," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 26, no. 2, pp. 214-225, Feb. 2004.
• C. Bregler, J. Malik, and K. Pullen, "Twist based acquisition and tracking of animal and human kinematics," Intl. J. Computer Vision, vol. 56, no. 3, pp. 179-194, Feb. 2004.
• C. Carson, S. Belongie, H. Greenspan, and J. Malik, "Blobworld: Image segmentation using expectation-maximization and its application to image querying," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 24, no. 8, pp. 1026-1038, Aug. 2002.
• S. Belongie and J. Puzicha, "Shape matching and object recognition using shape contexts," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 24, no. 4, pp. 509-522, April 2002.
• Y. Yu, A. Ferencz, and J. Malik, "Extracting objects from range and radiance images," IEEE Trans. Visualization and Computer Graphics, vol. 7, no. 4, pp. 351-364, Oct. 2001.
• J. Malik, "Editorial," Intl. J. Computer Vision, vol. 43, no. 1, pp. 5-5, June 2001.
• T. Leung and J. Malik, "Representing and recognizing the visual appearance of materials using three-dimensional textons," Intl. J. Computer Vision, vol. 43, no. 1, pp. 29-44, June 2001.
• J. Malik, S. Belongie, T. Leung, and J. Shi, "Contour and texture analysis for image segmentation," Intl. J. Computer Vision, vol. 43, no. 1, pp. 7-27, June 2001.
• J. Shi and J. Malik, "Normalized cuts and image segmentation (2007 CVPR Longuet-Higgins Prize)," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 22, no. 8, pp. 888-905, Aug. 2000.
• J. M. Buhmann, J. Malik, and P. Perona, "Image recognition: Visual grouping, recognition and learning," Proc. National Academy of Sciences of the United States of America, vol. 96, no. 25, pp. 14203-204, Dec. 1999.
• J. Malik, B. L. Anderson, and C. E. Chaowhas, "Stereoscopic occlusion junctions," Nature Neuroscience, vol. 2, no. 9, pp. 840-843, Sep. 1999.
• C. J. Taylor, J. Kosecka, R. Blasi, and J. Malik, "A comparative study of vision-based lateral control strategies for autonomous highway driving," Intl. J. Robotics Research, vol. 18, no. 5, pp. 442-453, May 1999.
• B. Coifman, D. Beymer, P. McLauchlan, and J. Malik, "A real-time computer vision system for vehicle tracking and traffic surveillance," Transportation Research Part C: Emerging Technologies, vol. 6, no. 4, pp. 271-288, Aug. 1998.
• R. Rosenholtz and J. Malik, "Surface orientation from texture: Isotropy or homogeneity (or both?)," Vision Research, vol. 37, no. 16, pp. 2283-2293, Aug. 1997.
• J. Malik and R. Rosenholtz, "Computing local surface orientation and shape from texture for curved surfaces," Intl. J. Computer Vision, vol. 23, no. 2, pp. 149-168, June 1997.
• D. Forsyth, J. Malik, and R. Wilensky, "Searching for digital pictures," Scientific American, vol. 276, no. 6, pp. 88-93, June 1997.
• J. Weber and J. Malik, "Rigid body segmentation and shape description from dense optical flow under weak perspective," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 19, no. 2, pp. 139-143, Feb. 1997.
• P. Perona and J. Malik, "Scale-space and edge detection using anisotropic diffusion," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 12, no. 7, pp. 629-639, July 1990.
• J. Malik and P. Perona, "Preattentive texture discrimination with early vision mechanisms," J. Optical Society of America A: Optics and Image Science, vol. 7, no. 5, pp. 923-932, May 1990.
• Z. Gigus and J. Malik, "Computing the aspect graph for line drawings of polyhedral objects," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 12, no. 2, pp. 113-122, Feb. 1990.
• J. Malik and D. Maydan, "Recovering three-dimensional shape from a single image of curved objects," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 11, no. 6, pp. 555-566, June 1989.
• J. Malik, "Interpreting line drawings of curved objects," Intl. J. Computer Vision, vol. 1, no. 1, pp. 73-103, March 1987.

Articles in conference proceedings

• J. Barron and J. Malik, "High-Frequency Shape and Albedo from Shading using Natural Image Statistics," in Computer Vision and Pattern Recognition, 2011.
• J. Lim, P. Arbelaez, C. Gu, and J. Malik, "Context by Region Ancestry," in International Conference on Computer Vision, 2009.
• S. X. Yu, H. Zhang, and J. Malik, "Inferring spatial layout from a single image via depth-ordered grouping," in Proc. 6th IEEE Computer Society Workshop on Perceptual Organization in Computer Vision (POCV 2008), Piscataway, NJ: IEEE Press, 2008, pp. 7 pg.
• M. Maire, P. Arbelaez, C. Fowlkes, and J. Malik, "Using contours to detect and localize junctions in natural images," in Proc. 26th IEEE Computer Society Conf. on Computer Vision and Pattern Recognition (CVPR 2008), Piscataway, NJ: IEEE Press, 2008, pp. 8 pg.
• S. Maji, A. C. Berg, and J. Malik, "Classification using intersection kernel support vector machines is efficient," in Proc. 26th IEEE Computer Society Conf. on Computer Vision and Pattern Recognition (CVPR 2008), Piscataway, NJ: IEEE Press, 2008, pp. 8 pg.
• A. C. Berg, F. Grabler, and J. Malik, "Parsing images of architectural scenes," in Proc. 11th IEEE Intl. Conf. on Computer Vision (ICCV 2007), Los Alamitos, CA: IEEEComputer Society, 2007, pp. 1973-1980.
• A. Frome, Y. Singer, F. Sha, and J. Malik, "Learning globally-consistent local distance functions for shape-based image retrieval and classification," in Proc. 11th IEEE Intl. Conf. on Computer Vision (ICCV 2007), Los Alamitos, CA: IEEE Computer Society, 2007, pp. 8 pg.
• X. Ren and J. Malik, "Tracking as repeated figure/ground segmentation," in Proc. 2007 IEEE Computer Society Conf. on Computer Vision and Pattern Recognition (CVPR '07), Piscataway, NJ: IEEE Press, 2007, pp. 1740-1747.
• S. Petrov, A. Faria, P. Michaillat, A. Berg, A. Stolcke, D. Klein, and J. Malik, "Detecting categories in news video using acoustic, speech and image features," in Proc. 2006 NIST TREC Video Retrieval Evaluation Workshop (TRECVID '06), Gaithersburg, MD: NIST, 2006, pp. 6 pg.
• H. Zhang, A. C. Berg, M. Maire, and J. Malik, "SVM-KNN Discriminative nearest neighbor classification for visual category recognition," in Proc. 2006 IEEE Computer Society Conf. on Computer Vision and Pattern Recognition (CVPR '06), Vol. 2, Piscataway, NJ: IEEE Press, 2006, pp. 2126-2136.
• E. Borenstein and J. Malik, "Shape guided object segmentation," in Proc. 2006 IEEE Computer Society Conf. on Computer Vision and Pattern Recognition (CVPR '06), Vol. 1, Piscataway, NJ: IEEE Press, 2006, pp. 969-976.
• O. Rubel, G. H. Weber, S. V. E. Keranen, C. C. Fowlkes, C. L. Luengo Hendriks, L. Simirenko, N. Y. Shah, M. B. Eisen, M. D. Biggin, H. Hagen, D. Sudar, J. Malik, D. W. Knowles, and B. Hamann, "PointCloudXplore: Visual analysis of 3D gene expression data using physical views and parallel coordinates," in EUROVIS '06: Proc. Joint Eurographics/IEEE-VGTC Symp. on Visualization, B. Sousa Santos, T. Ertl, and K. I. Joy, Eds., Aire-la-Ville, Switzerland: Eurographics Association, 2006, pp. 203-210.
• X. Ren, A. C. Berg, and J. Malik, "Recovering human body configurations using pairwise constraints between parts," in Proc. 10th IEEE Intl. Conf. on Computer Vision (ICCV 2005), Vol. 1, Los Alamitos, CA: IEEE Computer Society, 2005, pp. 824-831.
• X. Ren, C. C. Fowlkes, and J. Malik, "Scale-invariant contour completion using conditional random fields," in Proc. 10th IEEE Intl. Conf. on Computer Vision (ICCV 2005), Vol. 2, Los Alamitos, CA: IEEE Computer Society, 2005, pp. 1214-1221.
• A. Ferencz, E. G. Learned Miller, and J. Malik, "Building a classification cascade for visual identification from one example," in Proc. 10th IEEE Intl. Conf. on Computer Vision (ICCV 2005), Vol. 1, Los Alamitos, CA: IEEE Computer Society, 2005, pp. 286-293.
• C. C. Fowlkes, J. Malik, C. L. Luengo Hendriks, S. V. E. Keranen, M. D. Biggin, D. W. Knowles, and D. Sudar, "Registering Drosophila embryos at cellular resolution to build a quantitative 3D atlas of gene expression patterns and morphology," in Proc. 4th Intl. IEEE Computer Society Computational Systems Bioinformatics Conf. - Workshops and Poster Abstracts (CSBW '05), Los Alamitos, CA: IEEE Computer Society, 2005, pp. 354-357.
• A. C. Berg, T. L. Berg, and J. Malik, "Shape matching and object recognition using low distortion correspondences," in Proc. 2005 IEEE Computer Society Conf. on Computer Vision and Pattern Recognition (CVPR '05), C. Schmid, S. Soatto, and C. Tomasi, Eds., Vol. 1, Los Alamitos, CA: IEEE Computer Society, 2005, pp. 26-33.
• G. Mori, X. Ren, A. A. Efros, and J. Malik, "Recovering human body configurations: Combining segmentation and recognition," in Proc. 2004 IEEE Computer Society Conf. on Computer Vision and Pattern Recognition (CVPR '04), Vol. 2, Los Alamitos, CA: IEEE Computer Society, 2004, pp. II-326-333.
• Z. Kim and J. Malik, "High-quality vehicle trajectory generation from video data based on vehicle detecction and description," in Proc. 2003 IEEE Intl. Conf. on Intelligent Transportation Systems (ITS 2003), Vol. 1, Piscataway, NJ: IEEE Press, 2003, pp. 176-182.
• A. A. Efros, A. C. Berg, G. Mori, and J. Malik, "Recognizing action at a distance," in Proc. 9th IEEE Intl. Conf. on Computer Vision (ICCV 2003), Vol. 2, Los Alamitos, CA: IEEE Computer Society, 2003, pp. 726-733.
• X. Ren and J. Malik, "Learning a classification model for segmentation," in Proc. 9th IEEE Intl. Conf. on Computer Vision (ICCV 2003), Vol. 1, Los Alamitos, CA: IEEE Computer Society, 2003, pp. 10-17.
• Z. Kim and J. Malik, "Fast vehicle detection with probabilistic feature grouping and its application to vehicle tracking," in Proc. 9th IEEE Intl. Conf. on Computer Vision (ICCV 2003), Vol. 1, Los Alamitos, CA: IEEE Computer Society, 2003, pp. 524-531.
• G. Mori and J. Malik, "Recognizing objects in adversarial clutter: Breaking a visual CAPTCHA," in Proc. 2003 IEEE Computer Society Conf. on Computer Vision and Pattern Recognition (CVPR '03), Vol. 1, Los Alamitos, CA: IEEE Computer Society, 2003, pp. I-134-141.
• H. Zhang and J. Malik, "Learning a discriminative classifier using shape context distances," in Proc. 2003 IEEE Computer Society Conf. on Computer Vision and Pattern Recognition (CVPR '03), Vol. 1, Los Alamitos, CA: IEEE Computer Society, 2003, pp. I-242-247.
• C. Fowlkes, D. Martin, and J. Malik, "Learning affinity functions for image segmentation: Combining patch-based and gradient-based approaches," in Proc. 2003 IEEE Computer Society Conf. on Computer Vision and Pattern Recognition (CVPR '03), Vol. 2, Los Alamitos, CA: IEEE Computer Society, 2003, pp. II-54-61.
• C. Fowlkes, S. Belongie, and J. Malik, " Efficient spatiotemporal grouping using the Nystrom method," in Proc. 2001 IEEE Computer Society Conf. on Computer Vision and Pattern Recognition (CVPR '01), Vol. 1, Los Alamitos, CA: IEEE Computer Society, 2001, pp. I-231-238.
• A. C. Berg and J. Malik, "Geometric blur for template matching," in Proc. 2001 IEEE Computer Society Conf. on Computer Vision and Pattern Recognition (CVPR '01), Vol. 1, Los Alamitos, CA: IEEE Computer Society, 2001, pp. I-607-614.
• G. Mori, S. Belongie, and J. Malik, "Shape contexts enable efficient retrieval of similar shapes," in Proc. 2001 IEEE Computer Society Conf. on Computer Vision and Pattern Recognition (CVPR '01), Vol. 1, Los Alamitos, CA: IEEE Computer Society, 2001, pp. I-723-730.
• J. Malik, "Visual grouping and object recognition," in Proc. 11th Intl. Conf. on Image Analysis and Processing (ICIAP 2001), E. Ardizzone and V. Di Gesu, Eds., Los Alamitos, CA: IEEE Computer Society, 2001, pp. 612-621.
• S. Belongie, J. Malik, and J. Puzicha, "Matching shapes," in Proc. 8th IEEE Intl. Conf. on Computer vision (ICCV 2001), Vol. 1, Los Alamitos, CA: IEEE Computer Society, 2001, pp. 454-461.
• D. Martin, C. Fowlkes, D. Tal, and J. Malik, "A database of human segmented natural images and its application to evaluating segmentation algorithms and measuring ecological statistics," in Proc. 8th IEEE Intl. Conf. on Computer vision (ICCV 2001), Vol. 2, Los Alamitos, CA: IEEE Computer Society, 2001, pp. 416-423.
• S. Belongie and J. Malik, "Matching with shape contexts," in Proc. 2000 IEEE Workshop on Content-Based Access of Image and Video Libraries (CBAIVL '00), Los Alamitos, CA: IEEE Computer Society, 2000, pp. 20-26.
• Y. Yu, P. Debevec, J. Malik, and T. Hawkins, "Inverse global illumination: Recovering reflectance models of real scenes from photographs," in Proc. 26th Annual Conf. on Computer Graphics and Interactive Techniques (SIGGRAPH '99), New York, NY: ACM Press/Addison-Wesley Publishing Co., 1999, pp. 215-224.
• Y. Yu and J. Malik, "Recovering photometric properties of architectural scenes from photographs," in Proc. 25th Intl. Conf. on Computer Graphics and Interactive Techniques (SIGGRAPH '98), New York, NY: The Association for Computing Machinery, Inc., 1998, pp. 207-217.
• C. Bregler and J. Malik, "Tracking people with twists and exponential maps (Longuet-Higgins Prize 2008)," in Proc. 1998 IEEE Computer Society Conf. on Computer Vision and Pattern Recognition (CVPR '98), Los Alamitos, CA: IEEE Computer Society, 1998, pp. 8-15.
• S. Belongie, C. Carson, H. Greenspan, and J. Malik, "Color- and texture-based image segmentation using EM and its application to content-based image retrieval," in Proc. 6th Intl. Conf. on Computer Vision (ICCV '98), New Dehli, India: Narosa Publishing House, 1998, pp. 675-682.
• J. Shi and J. Malik, "Motion segmentation and tracking using normalized cuts," in Proc. 6th Intl. Conf. on Computer Vision (ICCV '98), New Dehli, India: Narosa Publishing House, 1998, pp. 1154-1160.
• P. E. Debevec and J. Malik, "Recovering high dynamic range radiance maps from photographs," in Proc. 24th Annual Conf. on Computer Graphics and Interactive Techniques (SIGGRAPH '97), New York, NY: ACM Press/Addison-Wesley Publishing Co., 1997, pp. 369-378.
• D. Beymer, P. McLauchlan, B. Coifman, and J. Malik, "A real-time computer vision system for measuring traffic parameters," in Proc. 1997 IEEE Computer Society Conf. on Computer Vision and Pattern Recognition (CVPR '97), Los Alamitos, CA: IEEE Computer Society, 1997, pp. 495-501.
• J. Shi and J. Malik, "Normalized cuts and image segmentation," in Proc. 1997 IEEE Computer Society Conf. on Computer Vision and Pattern Recognition (CVPR '97), Los Alamitos, CA: IEEE Computer Society, 1997, pp. 731-737.
• T. Leung and J. Malik, "On perpendicular texture or: Why do we see more flowers in the distance?," in Proc. 1997 IEEE Computer Society Conf. on Computer Vision and Pattern Recognition (CVPR '97), Los Alamitos, CA: IEEE Computer Society, 1997, pp. 807-813.
• P. E. Debevec, C. J. Taylor, and J. Malik, "Modeling and rendering architecture from photographs: A hybrid geometry- and image-based approach," in Proc. 23rd Annual Conf. on Computer Graphics and Interactive Techniques (SIGGRAPH '96), New York, NY: The Association for Computing Machinery, Inc., 1996, pp. 11-20.
• P. E. Debevec, C. J. Taylor, and J. Malik, "Modeling and rendering architecture from photographs: A hybrid geometry- and image-based approach," in Proc. 23rd Annual Conf. on Computer Graphics and Interactive Techniques (SIGGRAPH '96), New York, NY: The Association for Computing Machinery, Inc., 1996, pp. 11-20.
• D. Koller, J. Weber, T. Huang, J. Malik, G. Ogasawara, B. Rao, and S. J. Russell, "Towards robust automatic traffic scene analysis in real-time," in Proc. 12th IAPR Intl. Conf. on Pattern Recognition--Conf. A: Computer Vision and Image Processing (IAPR 1994), Vol. 1, Los Alamitos, CA: IEEE Computer Society, 1994, pp. 126-131.
• T. Huang, D. Koller, J. Malik, G. H. Ogasawara, B. Rao, S. J. Russell, and J. Weber, "Automatic symbolic traffic scene analysis using belief networks," in Proc. 12th National Conf. on Artificial Intelligence (AAAI-1994), Vol. 2, Menlo Park, CA: AAAI Press, 1994, pp. 966-972.
• P. Perona and J. Malik, "Detecting and localizing edges composed of steps, peaks and roofs," in Proc. 3rd Intl. Conf. on Computer Vision (ICCV '90), Los Alamitos, CA: IEEE Computer Society, 1990, pp. 52-57.

Conference proceedings (edited)

• J. Malik, H. Samet, R. C. Veltkamp, and A. Zisserman, Eds., Content-Based Retrieval 2004, Dagstuhl Seminar Proceedings 2004 -- Abstracts Collection, Schloss Dagstuhl, Germany: Internationales Begegnungs- und Forschungszentrum fur Informatik (IBFI), 2006.

Technical Reports

• J. Barron and J. Malik, "Shape, Illumination, and Reflectance from Shading," EECS Department, University of California, Berkeley, Tech. Rep. UCB/EECS-2013-117, May 2013. [abstract]
• J. Barron and J. Malik, "Discovering Efficiency in Coarse-To-Fine Texture Classification," EECS Department, University of California, Berkeley, Tech. Rep. UCB/EECS-2010-94, June 2010. [abstract]
• P. Arbelaez, M. Maire, C. Fowlkes, and J. Malik, "Contour Detection and Hierarchical Image Segmentation," EECS Department, University of California, Berkeley, Tech. Rep. UCB/EECS-2010-17, Feb. 2010. [abstract]
• S. Maji and J. Malik, "Fast and Accurate Digit Classification," EECS Department, University of California, Berkeley, Tech. Rep. UCB/EECS-2009-159, Nov. 2009. [abstract]
• C. Fowlkes and J. Malik, "Inferring nuclear movements from fixed material," EECS Department, University of California, Berkeley, Tech. Rep. UCB/EECS-2006-142, Nov. 2006. [abstract]
• H. Zhang and J. Malik, "Selecting Shape Features Using Multi-class Relevance Vector Machine," EECS Department, University of California, Berkeley, Tech. Rep. UCB/EECS-2005-6, Oct. 2005. [abstract]
• X. Ren, C. Fowlkes, and J. Malik, "Mid-level Cues Improve Boundary Detection," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-05-1382, March 2005. [abstract]
• A. Berg, T. L. Berg, and J. Malik, "Shape Matching and Object Recognition using Low Distortion Correspondences," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-04-1366, Dec. 2004. [abstract]
• C. Fowlkes and J. Malik, "How Much Does Globalization Help Segmentation?," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-04-1340, July 2004. [abstract]
• G. Mori, A. Berg, A. Efros, A. Eden, and J. Malik, "Video Based Motion Synthesis by Splicing and Morphing," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-04-1337, June 2004. [abstract]
• S. J. Belongie, J. Malik, and J. Puzicha, "Shape Matching and Object Recognition Using Shape Contexts," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-01-1128, 2001. [abstract]
• D. R. Martin, C. Fowlkes, D. Tal, and J. Malik, "A Database of Human Segmented Natural Images and its Application to Evaluating Segmentation Algorithms and Measuring Ecological Statistics," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-01-1133, Jan. 2001. [abstract]
• C. Carson, M. Thomas, S. Belongie, J. M. Hellerstein, and J. Malik, "Blobworld: a System for Region-Based Image Indexing and Retrieval (long version)," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-99-1041, 1999. [abstract]
• S. S. Sastry, D. Godbole, J. Malik, R. Sengupta, and O. Shakernia, "Interim Progress Report: Intelligent Control Architectures for Unmanned Air Vehicles," EECS Department, University of California, Berkeley, Tech. Rep. UCB/ERL M97/86, 1997.
• J. Kosecka, R. Blasi, C. Taylor, and J. Malik, "Vision-Based Control of Vehicles," EECS Department, University of California, Berkeley, Tech. Rep. UCB/ERL M97/67, 1997.
• C. Bregler and J. Malik, "Tracking People with Twists and Exponential Maps," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-97-973, Nov. 1997. [abstract]
• J. Shi and J. Malik, "Motion Segmentation and Tracking Using Normalized Cuts," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-97-962, June 1997. [abstract]
• J. Shi and J. Malik, "Normalized Cut and Image Segmentation," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-97-940, May 1997. [abstract]
• S. Belongie, C. Carson, H. Greenspan, and J. Malik, "Region-Based Image Querying," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-97-941, April 1997. [abstract]
• S. Belongie, C. Carson, H. Greenspan, and J. Malik, "Recognition of Images in Large Databases Using a Learning Framework," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-97-939, April 1997. [abstract]
• J. Malik and S. J. Russell, "Traffic Surveillance and Detection Technology Development: New Traffic Sensor Technology Final Report," University of California, Institute of Transportation Studies, PATH Project Report, Tech. Rep. UCB-ITS-PRR-97-06, Jan. 1997.
• D. A. Forsyth, J. Malik, M. M. Fleck, H. Greenspan, T. Leung, S. Belongie, C. Carson, and C. Bregler, "Finding Pictures of Objects in Large Collections of Images," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-96-905, June 1996. [abstract]
• P. E. Debevec, C. J. Taylor, and J. Malik, "Modeling and Rendering Architecture from Photographs: A Hybrid Geometry- and Image-Based Approach," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-96-893, Jan. 1996. [abstract]
• C. Bregler and J. Malik, "Learning Appearance Based Models: Hierarchical Mixtures of Experts Approach Based on Generalized Second Moments," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-96-897, Nov. 1995. [abstract]
• D. Koller, Q. Luong, and J. Malik, "Binocular Stereopsis and Lane Marker Flow for Vehicle Navigation: Lateral and Longitudinal Control," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-94-804, March 1994. [abstract]
• J. Malik and R. Rosenholtz, "Computing Local Surface Orientation and Shape From Texture for Curved Surfaces," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-93-775, 1993. [abstract]
• D. Koller, J. Weber, and J. Malik, "Robust Multiple Car Tracking with Occlusion Reasoning," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-93-780, Nov. 1993. [abstract]
• J. Weber and J. Malik, "Robust Computation of Optical Flow in a Multi-Scale Differential Framework," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-92-709, Nov. 1992. [abstract]
• D. G. Jones and J. Malik, "Determining Three-Dimensional Shape from Orientation and Spatial Frequency Disparities II--Using Corresponding Image Patches," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-91-657, Oct. 1991. [abstract]
• D. G. Jones and J. Malik, "Determining Three-Dimensional Shape from Orientation and Spatial Frequency Disparities I-Using Corresponding Line Elements," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-91-656, Oct. 1991. [abstract]
• D. G. Jones and J. Malik, "A Computational Framework for Determining Stereo Correspondence from a Set of Linear Spatial Filters," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-91-655, Oct. 1991. [abstract]
• Z. Gigus and J. Malik, "Detecting Curvilinear Structure in Images," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-91-619, April 1991. [abstract]
• P. Perona and J. Malik, "Detecting and localizing edges composed of steps, peaks and roofs," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-90-590, Nov. 1990. [abstract]
• J. Malik and P. Perona, "A computational model of texture perception," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-89-491, Feb. 1989. [abstract]
• P. Perona and J. Malik, "Scale-space and edge detection using anisotropic diffusion," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-88-483, Dec. 1988. [abstract]
• Z. Gigus and J. Malik, "Computing The Aspect Graph for Line Drawings of Polyhedral Objects," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-88-402, Feb. 1988. [abstract]
• J. Malik, "Recovering Three Dimensional Shape From a Single Image of Curved Objects," EECS Department, University of California, Berkeley, Tech. Rep. UCB/CSD-87-340, Jan. 1987. [abstract]

Talks or presentations

• J. Malik, "The Future of Image Search (Plenary Invited Talk)," presented at 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Las Vegas, NV, Aug. 2008. [abstract]
• J. Malik, "Classification Using Intersection Kernel SVMs Is Efficient (Invited Talk)," presented at Workshop on Algorithms for Modern Massive Data Sets, Stanford University, Palo Alto, CA, June 2008. [abstract]
• J. Malik, "Perceptual Organization in Images of Natural Scenes (Invited Talk)," presented at International Workshop on Computer Vision, Venice, Italy, May 2008. [abstract]
• J. Malik, "Perceptual Organization in Images of Natural Scenes (Invited Talk)," presented at Scene Understanding Symposium, MIT, Cambridge, MA, Feb. 2008. [abstract]
• J. Malik, "Benchmarking and Validation of Computer Vision Methods for Bioimages (Discussion Panel Co-Chair)," presented at 2008 Workshop on Bio-Image Informatics: Biological Imaging, Computer Vision and Data Mining, UCSB, Santa Barbara, CA, Jan. 2008.
• J. Malik, "Recognizing Objects and Actions in Images and Video," University of California at Santa Barbara, April 2007.
• J. Malik, "Recognizing Objects and Actions in Images and Video," University of California at San Diego, Feb. 2003.
• J. Malik, "Ecological Statistics and Visual Grouping," University of California, San Diego, Feb. 2003.
• J. Malik, "Lectures on Biologically Motivated Computer Vision," presented at Copenhagen Summer School in Computer Vision Series, Copenhagen, Denmark, Aug. 2001.

Masters Reports

• E. S. Ye, "Object Detection in RGB-D Indoor Scenes," J. Malik, Ed., EECS Department, University of California, Berkeley, Tech. Rep. UCB/EECS-2013-3, Jan. 2013. [abstract]
• A. Janoch, "The Berkeley 3D Object Dataset," T. Darrell, P. Abbeel, and J. Malik, Eds., EECS Department, University of California, Berkeley, Tech. Rep. UCB/EECS-2012-85, May 2012. [abstract]