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

Articles in conference proceedings

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

Talks or presentations

Masters Reports