| Date | Presenter | Topic | Readings | Slides |
|---|---|---|---|---|
| September 5 | Azriel Rosenfeld | Course Introduction/Organization | ||
| September 12 | Kanungo, Rosenfeld | Discussion: What's a good representation? | Ponce et al., "Object representation for object recognition", CVPR94 Hebert, Ponce, Boult, Gross (eds.), "Object representation in computer vision," Springer Verlag , 1995 Ponce, Zisserman, Hebert (eds.), "Object representation in computer vision II", Springer Verlag, 1996 |
|
| September 19 | Isaac Weiss | Geometric Invariants in Computer Vision | ||
| September 26 | David Mount | 3-D Rotations and Quaternions | D. Mount, "3-D Rotations and Quaternions" postscript | postscript |
| October 3 | Tapas Kanungo | Bezier, Splines and NURBS for Computer Vision | Farin, ``Curves and Surfaces for Computer Aided
Geometric Design,'' Academic Press, 1990 Mount, ``Graphics Class Notes,'' 1998 Koivunen and Bajcsy, ``Spline Representations in 3-D Vision,'' in Herbert, Ponce, Boult, and Gross, ``Object Representation in Computer Vision, Springer Verlag Lecture Notes 994, pp. 177-190, 1995 Kanungo, Gay, Haralick, ``Constrained Monotone Regression of Receiver Operating Curves and Histograms Using Splines and Polynomials,'' IEEE ICIP, pp 292-295, 1995 pdf |
|
| October 10 | Harsh Nanda | Statistical Models of Appearance | Cootes and Taylor, "Statistical Models of Appearance for Computer Vision" Postscript | Power Point Postscript |
| October 17 | Phil David | Robust Methods for Computing Fundamental Matrices | Zhang, ``Determining the Epipolar Geometry and its
Uncertainty: A Review,'' IJCV (to appear)
postscript Faugeras and Laveau, ``Representing Three-Dimensional Data as a Collection of Images and Fundamental Matrices for Image Synthesis,'' ICPR94, Postscript |
|
| October 24 | Yaser Yacoob | Tracking Faces and Human Bodies | Black and Yacoob, ``Tracking and Recognizing Rigid
and Non-Rigid Facial Motions using Local Parametric
Models of Image Motions,'' ICCV95,
Postscript Yacoob and Davis, ``Learned Models for Estimation of Rigid and Articulated Human Motion from Stationary or Moving Camera,'' IJCV, 36(1), 2000 Postscript |
|
| October 31 | Qigong Zheng | Mathematical Morphology: Set-theoretic Representations for Binary Shapes and Relations |
Haralick, Sternberg, and Zhuang, ``Image Analysis Using Mathematical Morphology,'' IEEE Trans. on PAMI, vol 9, July 1987 | Power Point Postscript |
| November 7 | Doe-Wan Kim | Geometric Point Matching | L. G. Brown, "A Survey of Image Registration Techniques",
ACM Computing Surveys, 1992 Mount el al,"Efficient Algorithms for Robust Point Pattern Matching and Applications to Image Registration", Pattern Recognition, 32 (1999) Postscript(full paper) Postscript(without image) PDF(full paper) PDF(without image) |
PPT Postscript |
| November 7 | Chang-Ha Lee | Geometric Point Matching | Huttenlocher and Rucklidge,
"A multi-resolution technique for comparing images using the
Hausdorff distance", Tech. Report
Postscript
PDF Goodrich, Mitchell and Orietsky, "Approximate Geometric Pattern Matching under Rigid Motions," PAMI, vol. 21, April 1999. |
PPT Postscript |
| November 14 | Song Mao | Probabilistic Context Free Grammars for Representing Action |
Ivanov, Bobick, "Recognition of Visual Activities and Interactions by Stochastic Parsing", PAMI August, 2000 Ivanov, Bobick, "Parsing Multi-Agent Interactions", CVPR 99 Postscript Bobick, Ivanov, "Action Recognition using Probabilistic Parsing", CVPR 98 Postscript Ivanov, Bobick, "Probabilistic Parsing in Action Recognition", Tech. Report Postscript | PowerPoint Postscript |
| November 21 | Rama Chellappa | Markov Random Fields | Chellappa, "Two-dimensional discrete
Gaussian Markov Random Field Models for
Image Processing," in "Progress in Pattern
Recognition 2," Kanal and Rosenfeld (eds.) 1985 Rangaragan and Chellappa, "A continuation method for image estimation using the adiabatic approximation," in "Markov Random Fields: Theory and Applications," Chellappa and Jain (eds.), 1993 |
|
| November 28 | Kexue Liu | Elastic Matching Methods | Younes, "Comutable elastic distances between shapes," SIAM J. Applied Math., vol. 58, pp. 565-586, 1998 postscript | PPT PS |
| December 5 | Yiannis Aloimonos | Visual Space Time | Aloimonos Fermuller, ``Analyzing Action Representation,'' Postscript | |
| December 15 | Zhihui Tang | Multiresolution Meshes for Three Dimensional Models | Hoppe, "Progressive Meshes," Computer Graphics,
(SIGGRAPH 96), pp. 99-108
postscript Hoppe, "New quadric metric for simplifying meshes with appearance attributes," IEEE Visualization, pp 59-66, 1999 postscript |
Postscript PPT |