Readings and Discussions
EECS 432 Advanced Computer Vision, Winter Quarter 2017
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
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Revised 01/2017. Copyright © 2012-2018 Ying Wu