Computer Vision Reading List

A Computational Approach to Edge Detection, J. Canny, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol 8, No. 6, Nov 1986.
A combined corner and edge detector, Chris Harris and Mike Stephans, Proceedings of The Fourth Alvey Vision Conference, Manchester, pp 147-151. 1988
Local Greyvalue Invariants for Image Retrieval, C. Schmid and R. Mohr. In Pattern Analysis and Machine Intelligence, 1997.
Indexing based on scale invariant interest points. K.Mikolajczyk and C.Schmid. In International Conference on Computer Vision, 525-531, 2001
Distinctive Image Features from Scale-Invariant Keypoints, David Lowe, International Journal of Computer Vision, 2004.
A Flexible New Technique for Camera Calibration, Zhengyou Zhang, Technical Report, MSR-TR-98-71, Microsoft Research, Redmond, WA 98052
Epipolar Geometry and the Fundamental Matrix, in Multiple View Geometry in Computer Vision , Hartley & Zisserman, 2000
Shape and motion from image streams under orthography---a factorization method.C. Tomasi and T. Kanade. Technical Report TR-92-1270, Cornell University, March 1992.
Detection and Tracking of Point Features.Carlo Tomasi and Takeo Kanade. Carnegie Mellon University Technical Report CMU-CS-91-132, April 1991.
An iterative image registration technique with an application to stereo vision, Bruce Lucas and Takeo Kanade, Proceedings of the 7th International Joint Conference on Artificial Intelligence (IJCAI), 1981
Laws of Organization in Perceptual Forms, Max Wertheimer, first published as Untersuchungen zur Lehre von der Gestalt II, in Psycologische Forschung, 4, 301-350. Translation published in Ellis, W. (1938). A source book of Gestalt psychology (pp. 71-88). London: Routledge & Kegan Paul.
Normalized cuts and image segmentation, Jianbo Shi and Jitendra Malik, IEEE Transactions on Pattern Analysis and Machine Intelligence(PAMI), 2000. a shorter version published in IEEE Conf. Computer Vision and Pattern Recognition(CVPR), June 1997, Puerto Rico
Learning to Detect Natural Image Boundaries Using Local Brightness, Color, and Texture Cues, D. Martin, C. Fowlkes, and J. Malik. to appear in PAMI
Texture Synthesis by Non-parametric Sampling, Alexei A. Efros and Thomas K. Leung, IEEE International Conference on Computer Vision (ICCV'99), Corfu, Greece, September 1999
Image Quilting for Texture Synthesis and Transfer, Alexei A. Efros and William T. Freeman, Proceedings of SIGGRAPH '01, Los Angeles, California, August, 2001
Computer vision for interactive computer graphics,W. T. Freeman, D. Anderson, P. Beardsley, C. Dodge, H. Kage, K. Kyuma, Y. Miyake, M. Roth, K. Tanaka, C. Weissman, W. Yerazunis, in IEEE Computer Graphics and Applications, volume 18, number 3, May--June, pp. 42-53, 1998.
Shape Matching and Object Recognition Using Shape Contexts , Serge Belongie, Jitendra Malik and Jan Puzicha,
IEEE Transactions on Pattern Analysis and Machine Intelligence(PAMI) , 24(4):509-522, April 2002.
Robust Real-time Object Detection, Paul Viola, Micheal Jones, International Journal on Computer Vision, 2001.
Object Detection using statistics of parts, Henry Schneiderman and Takeo Kanade, International Journal of Computer Vision
Face recognition using eigenfaces, M. Turk and A. Pentland, Proc. IEEE Conference on Computer Vision and Pattern Recognition, Maui, Hawaii, 1991.
Name-It: Naming and Detecting Faces in News Videos, Satoh, S., Nakamura, Y., Kanade, T., IEEE Multimedia, 6(1), January-March, 1999
Feature based methods for structure and motion estimation, Phil Torr and Andrew Zisserman, in Vision Algorithms: Theory and Practice, B. Triggs, A. Zisserman, R. Szeliski (Eds.), Springer (2000)
Mean Shift: A Robust Approach Toward Feature Space Analysis, Dorin Comaniciu and Peter Meer, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 24, no.5 , May 2002.
Is colour constancy good enough?, Brian Funt, Kobus Barnard and Lindsay Martin, 5th European Conference on Computer Vision, 1998, pages 445-459.
Object Class Recognition by Unsupervised Scale-Invariant Learning, Rob Fergus, Pietro Perona, and Andrew Zisserman, Conference on Computer Vision and Pattern Recognition, (2003).
Finding and tracking people from the bottom up ,Ramanan, D. and Forsyth, D. A. in Proceedings of Computer Vision and Pattern Recognition (CVPR), Madison, Wisconsin, June 2003.
Body Plans, Forsyth, D.A. and Fleck, M.M., Proc. in Proceedings of Computer Vision and Pattern Recognition (CVPR), 1997.
An iterative image registration technique with an application to stereo vision, Bruce Lucas and Takeo Kanade, Proceedings of the 7th International Joint Conference on Artificial Intelligence (IJCAI), 1981
Shape and motion from image streams under orthography---a factorization method.C. Tomasi and T. Kanade. Technical Report TR-92-1270, Cornell University, March 1992.
Man-Made Structure Detection in Natural Images using a Causal Multiscale Random Field, S. Kumar and M. Hebert, in proc. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), Vol. 1, pp. 119-126, 2003
Seeing, Sensing, and Scrutinizing, Ron Rensink, Vision Research, 40 (2000), pp. 1469-1487
The Earth Mover's Distance as a Metric for Image Retrieval, Yossi Rubner, Carlo Tomasi, and Leonidas J. Guibas, Technical Report STAN-CS-TN-98-86, Computer Science Department, Stanford University, September 1998.
The Optimal Distance Measure for Object Detection S. Mahamud and M. Hebert,IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), Wisconsin, June 2003.
Recovering Human Body Configurations: Combining Segmentation and Recognition, G. Mori, X. Ren, A. Efros, and J. Malik, , Computer Vision and Pattern Recognition (to appear), 2004.
Faces and Names in the News Tamara Miller, Alexander C. Berg, Jaety Edwards, Michael Maire, Ryan White, Yee Whye Teh, Eric Learned-Miller, David A. Forsyth, To Appear CVPR 2004
Image Parsing: Segmentation, Detection, and Object Recognition, Zhuowen Tu, Xiangrong Chen, Alan Yuille, and Song-Chun Zhu, 9th IEEE International Conference on Computer Vision (ICCV), Oct. 2003
Silhouette-based Human Identification from Body Shape and Gait, R.Collins, R.Gross and J.Shi, Intl' Conference on Face and Gesture, October 2002, pp.351-356.
Face Recognition Across Pose and Illumination R. Gross, S. Baker, I. Matthews, and T. Kanade, Handbook of Face Recognition, Stan Z. Li and Anil K. Jain, ed., Springer-Verlag, 2005