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GEOMETRY AND ALGEBRA IN COMPUTER VISION
Research Among Peers (RAP), Fall 2002
Mathematics & ECE, University of Illinois at Urbana-Champaign
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"Algebra is but written geometry;
geometry is but drawn algebra."
---Sophie Germain
Program mission
This program is to provide an open forum for gaining a deeper mathematical understanding
of geometry and algebra related to computer vision, graphics, imaging, and robotics. We
aim to produce a democratic enviroment where free discussions, critical opinions, and
creative ideas can be equally appreciated. The goal is to promote interdisciplinary dialogues and research projects, especially those related to mathematics and engineering of computer vision.
Administrative
- Meeting schedule and place: Friday 3pm - 4pm, 3169 Beckman Institute.
- Agenda of the week (Nov. 15): Kun Huang (student of Professor Ma) will speak about multiple-view 3-D reconstruction.
- Agenda of the week (Nov. 8): Professor Jean Ponce from CS speaks on Object Recognition (survey like).
- Agenda of the week (Nov. 1): Professor Fossum speaks on Hyperbolic Geometry and its relations to omnidirectional camera.
- Agenda of the week (Oct. 25): Professor Ma speaks on geometry of catadioptric camera, fundamental matrix and lorenz group.
- Agenda of the week (Oct. 11): Group Discussion. Bring you favorite problems, topics, or subjects for open discussion.
- Agenda of the week (Oct. 4): Professor Fossum speaks on real algebraic geometry and semi-algebraic sets.
- Agenda of the week (Oct. 3): A special vision seminar by Rene Vidal (a graduating PhD student of Professor Shankar Sastry, EECS UC Berkeley). The talk will present some fantastic results on Segmentation of Dynamical Scenes.
- Agenda of the week (Sept. 27): Svetlana Lazebnik (a PhD student of Professor Ponce) speaks on perspective visual hull and related research topics.
- Agenda of the week (Sept. 20): Cancelled.
- Agenda of the week (Sept. 13): Professor Ma speaks on group symmetry and multiple view geometry.
- Agenda of the week (Sept. 6): Professor Daniilidis from Upenn speaks on omnidiretional camera related research topics. Open discussions.
People involved
Organizers:
Professor Yi Ma
Office: 145 CRL, Phone: 244-0871
Email: yima@uiuc.edu
Professor Robert Fossum
Office: 2025 Beckman, Phone: 244-3572
Email: r-fossum@uiuc.edu
Students:
Ashutosh Garg (ashutosh@ifp.uiuc.edu),
John Lin (jy-lin@ifp.uiuc.edu),
Wei Hong (weihong@control.csl.uiuc.edu),
Yang Yang (yangyang@control.csl.uiuc.edu),
Jie Lai (jielai@uiuc.edu),
Kun Huang (kunh@control.csl.uiuc.edu),
Shankar Ramamohan (srrao@uiuc.edu),
Yu Huang (yuhuang@uiuc.edu),
Han Xu (xuhan@ifp.uiuc.edu)
Faculties:
Yoshi Shinagawa (sinagawa@uiuc.edu),
Volodymyr Kindratenko (kindr@ncsa.uiuc.edu),
Minh N. Do (minhdo@uiuc.edu),
John Sullivan (jms@math.uiuc.edu),
Sheldon Katz (katz@math.uiuc.edu),
Mathew Ando (mando@math.uiuc.edu),
Jeff Erickson (jeffe@uiuc.edu),
Sariel Har-Peled (sariel@cs.uiuc.edu),
Jean Ponce (ponce@cs.uiuc.edu)
If you would like to participate or be informed, simply send an email to yima@uiuc.edu
Possible main topics (with references)
- Extension of Kruppa and Demazure's theorem: multiple views or high dimensions.
- Human motion: tracking, estimation, and animation
- Too many references to list here (more than a hundred).
- Statistics, recognition, and classification in geometric spaces (manifolds)
Other related topics
- Multiple view geometry: classic and generalized
- Rank conditions on the multiple view matrix. Yi Ma, Kun Huang, Rene Vidal, Jana Kosecka and Shankar S. Sastry, submitted to International Journal of Computer Vision, October 8, 2001.
- Generalized rank condition in multiple view geometry with applications to dynamical
scenes, K. Huang, Y. Ma and R. Fossum, submitted to ECCV, 2002.
- General rank condition in multiple view geometry, R. Fossum, K. Huang and Y. Ma,
submitted to Discrete and Computational Geometry, 2001.
- On projection matrices P^k --> P^2, k = 3,..., 6, and their applications in
computer vision, L. Wolf and A. Shashua. Proceedings of the international
conference on computer vision, pages 412-419, Vancouver, Canada, 2001.
- Computer vision and graphics
- Vision based control and robotics
Summary reports
Other resources
- Books on multiple view geometry
- An Invitation to 3-D Vision, Yi Ma, J. Kosecka, S. Soatto and S. Sastry, Springer (expected 2002).
- The Geometry of Multiple Images, O. Faugeras and Q.-T. Luong, MIT press, 2001.
- Multiple View Geometry in Computer Vision, R. Hartley and A. Zisserman, Cambridge University press, 2000.
Yi Ma | yima@uiuc.edu
Last updated 12/14/01