Course  Reading and Discussion Lists

• Camera Calibration
• Zhengyou Zhang, "A Flexible New Technique For Camera Calibration", IEEE T-PAMI  22(11):1330-1344, 2000 (a detailed description is available as the project presentation at MSR)

 
• Texture Modeling and Synthesis 
• A. Efros and W. Freeman, "Image Quilting for Texture Synthesis andn Transfer", SIGGRAPH'01
• S. Zhu, Y. Wu and D. Mumford, "Filters, Random Fields and Maximum Entropy (FRAME): Towards a Unified Theory for Texture Modeling", IJCV, 1998.

 
• Lighting
• Peter Belhumeur and David Kriegman, "What is the Set of Images of an Object Under All Possible Lighting Conditions?", CVPR'96
• A. Georhiades, D. Kriegman and P. Belhumeur, "Illumination Cones for Recognition Under Variable Lights: Faces", CVPR'98

 
• Graph Cuts for Segmentation
• Jianbo Shi and Jitendra Malik, "Normalized Cuts and Image Segmentation", CVPR'97

 
• Optical Flow 
• Y. Caspi and M. Irani, "Alignment of Non-overlapping Sequences", ICCV'01

 
• Background modeling
• K. Toyama and et al. "Wallflower: Principles and Practices of Background Maintenance", ICCV'99

 
• Tracking
• M. Isard and A. Blake, "Contour Tracking by Stochastic Propagation of Conditional Density", ECCV'96

 
• Articulation
• C. Bregler and J. Malik, "Tracking People with Twists and Exponential Maps",  CVPR'98

 
• Deformation
• T. Cootes, G. Edwards and C. Taylor, "Active Appearance Models", ECCV'98

 
• Stereo
• S. Seitz, "The Shape of All Stereo Images", ICCV'01

 
• Stereo Matching
• R. Szeliski and P. Golland, "Stereo Matching with Transparency and Matting", IJCV'99

 
• Structure from Motion
• C. Tomasi and T. Kanade, "Shape and Motion from Image Streams Under Orthography - A Factorized Method", IJCV'92
• M. Brand, "Morphable 3D Models from Video", CVPR'01

 
• View Morphing
• S. Seitz and C. Dyer, "View Morphing", SIGGRAPH'96

 
• PCA & MDA for Face Recognition
• Matthew Turk and Alex Pentland, "Face Recognition Using Eigenfaces", CVPR'91
• Peter Belhumeur, Joao Hespanhua and David Kriegman, "Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection", IEEE T-PAMI, July, 1997

 
• Support Vector Machines and Kernel Machines
• K. Sung and T. Poggio, "Example-based Learning for View-based Human Face Detection", IEEE T-PAMI, 1998
• S. Dumais, E. Osuna, J. Platt and B. Scholkopf, "Support Vector Machine", IEEE Intelligent Systems, July, 1998
• Tutorail I: by C. Burges, 1998
• Totorial II: by A. Smola and B. Scholkopf, 1998

 
• Hidden Markov Models
• Rabiner's tutorial, 1989