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CS 7322: Computer Vision II
(aka. High-Level Computer Vision)

PAPERS/Additional Readings

Spring 1997 3:05pm-4:25pm, April 2, 1997 - June 4, 1997
Classroom: CoC 102 (Monday, Wednesday)
  1. Rosenfeld, A. "Eyes for Computers: How HAL could see", In Hal's Legacy: 2001's Computer as Dream and Reality, Editor: D. Stork, MIT Press, 1997
  2. Ennesser, F. and Medioni, G. "Finding Waldo, of Focus of Attention using Local Color Information", IEEE PAMI 17(8), 1995
  3. Swain, M. and Ballard, D. "Indexing via Color Histograms", In Proceedings of ICCV 90, pp 390-393, IEEE CS Press, 1990.
  4. Ullman, S. "Chapter 1: Object Recognition", In High-level Vision, MIT Press, 1995.
  5. Ullman, S. "Chapter 2: Approaches to Object Recognition", In High-level Vision, MIT Press, 1995.
  6. Marr, D. "Representing Shapes for Recognition" Chapter 5 in Vision, Freeman Press, 1982.
  7. Pentland, A. "Automatic Extraction of Deformable Part Models", International Journal of Computer Vision, 4, pp 107-126 1990.
  8. Grimson, W. E., and Lozano-Perez, T. "Model-Based Recognition and Localization from Sparse Range or Tactile Data", Intenational Journal of Robotics Research. 3(3) 1984.
  9. Terzopoulos, D. "The Computation of Visible-Surface Representations", IEEE Transaction of Pattern and Machine Intelligence, 10(4) 1988.
  10. Kass, M., Witkin, A., and Terzopoulos, D., "Snakes: Active Contour Models", International Journal of Computer Vision, 1(4):321--331, 1987. (will hand this one out Monday)
  11. Terzopoulos, D., Witkin, A. and Kass, M. "Symmetry-Seeking Models and 3D Object Reconstruction", International Journal of Computer Vision, 1, pp 211-221, 1987
  12. Pentland, A., and Sclaroff, S. "Closed-Form Solutions for Physically Based Shape Modeling and Recogntion", IEEE Transactions on Pattern Analysis and Machine Intelligence, 13(7), 1992.
  13. Turk, M., and Pentland, A., "Face Recognition Using Eigenfaces", In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 1991.
  14. Pentland, A., Moghaddam, B., Starner, T., "View-Based and Modular Eigenspaces for Face Recognition", In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 1994.
  15. Nayar, S., and Poggio, T., "Early Visual Learning" Chapter 1 in Early Visual Learning, Edited by Nayar and Poggio. Oxford University Press, 1996.
  16. Nayar, S., Murase H., and Nene, S., "Parametric Appearence Representation" Chapter 6 in Early Visual Learning, Edited by Nayar and Poggio. Oxford University Press, 1996.
  17. Wang, J.Y.A., and Adelson, E.H., "Layered Representation for Motion Analysis", In Proceedings of CVPR 1993 (361-366).
  18. Black, M.J., Jepson, A.D., "EigenTracking: Robust Matching and Tracking of Articulated Objects Using a View-Based Representation", In Proceedings of ECCV 1996(I:329-342). (Jose)
  19. Pentland, A, and Horowitz, B., "Recovery of Norigid Motion and Structure", In IEEE Trans. on PAMI, 13(7), 1991. [Handed out in class 4/30/97]
  20. Terzopolous, D. and Metaxes, D., "Dyanmic 3D Models with Local and Global Deformations: Deformable Superquadrics", In IEEE Trans. on PAMI, 13(7), 1991.[Handed out in class 4/30/97]
  21. Brunelli, R., and Poggio, T., "Face Recognition: Features versus Templates", PAMI(15), No. 10, October 1993, pp. 1042-1052. (Tami)
  22. Hines, D. and Braun, J. "Order of Feature Recognition in Familiar and Unfamiliar faces", Brain and Cognition, 14, (165-184), 1990. (Roberto) [Handed out in Class 4/30/97].
  23. Baback Moghaddam and Alex Pentland "Probabilistic Visual Learning for Object Detection" Fifth International Conference on Computer Vision (ICCV'96), Cambridge, MA, June 1995. [NOT Required READING]
  24. Trevor Darrell, Irfan Essa, and Alex Pentland "Task-specific Gesture Analysis in Real-Time using Interpolated Views", In PAMI January 1997.
  25. Pentland, A., Picard, R., Sclaroff, S. "Photobook: Tools for Content-Base Manipulation of Image Databases" Appears in: SPIE Paper 2185-05, Storage and Retrieval of Image & Video Databases II, San Jose, CA, pp. 34-47. A version also appears in IJCV
  26. Kanade, T. "Development of a Video Rate Stereo Machine", by T. Kanade, Proc. of the 1994 ARPA Image Understanding Workshop, Monterey, CA, pp. 549-558, November 14-16, 1994.

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