CS 7322: Computer Vision II

Reading List

(http://www.cc.gatech.edu/classes/cs7322_98_winter/readings.html)

Adiv, G., "Determining 3-D Motion and Structure from Optical Flow Generated by Several Moving

Becker, D., "Sensei: A Real-time Recognition, Feedback, and Training System for T'ai Chi Gestures", M.S. Thesis, MIT, 1997, (PS Version)
Black, M. J., "Robust Incremental Optical Flow", Ph.D. Thesis, Yale University, Department of Computer Science, Research Report YALEU-DCS-RR-923, 1992. (abstract) (postscript, 2MB compressed) (software)
Black, M. J. and Anandan, P., "The robust estimation of multiple motions: Parametric and piecewise-smooth flow fields", Computer Vision and Image Understanding, CVIU, 63(1), pp. 75-104, Jan. 1996. (abstract) (software)
Black, M. J. and Yacoob, Y., Recognizing facial expressions in image sequences using local parameterized models of image motion, Int. Journal of Computer Vision, 25(1), pp. 23-48, 1997. also Xerox PARC, Technical Report SPL-95-020, March 1995. (download from WWW page)
Bobick. A., "Movement, Activity, and Action: The Role of Knowledge in the Perception of Motion", In Proceedings of Royal Society: Special Issue on Knowledge-based Vision in Man and Machine, 1997 (PS Version)
Bobick, A, Stephen Intille, Jim Davis, Freedom Baird, Claudio Pinhanez, Lee Campbell, Yuri Ivanov, Arjan Schutte, Andy Wilson "The KidsRoom: A Perceptually-Based Interactive and Immersive Story Environment" 1996. (PS Version)
Brand, M., "Coupled hidden Markov models for modeling interacting processes", Submitted to: Journal of Neural Computation, 1997. (PS Version)
Brand, M., N. Oliver, and S. Pentland, "Coupled hidden Markov models for complex action recognition", In Proceedings, IEEE Conference on Computer Vision and Pattern Recognition (CVPR97), 1997. (PS Version)
Bregler, C., J.Malik, "Video Motion Capure", Tech Report: UCB//CSD-97-973 (Paper in gziped PS (843KB) or PDF (2.3MB)), 1998
Cedras and Shah, "Motion-based recognition: a sruvey", A shorter version appeared in CVPR 1994.
Davis, J. and A. Bobick, "The Representation and Recognition of Action Using Temporal Templates", In Proceedings of CVPR, 1997. (PS Version)
Davis, J, "Virtual PAT: A Virtual Personal Aerobics Trainer", 1997. (PS Version)
Darrell, T., I. Essa, and A. Pentland. "Task-specific Gesture Modeling using Interpolated Views." In IEEE Transactions on Pattern Analysis and Machine Intelligence, Volume 18 (12), pp. 1236--1242, IEEE Computer Society Press, December 1996. (PS Version)
Essa, I. and A. Pentland. "A Vision System for Observing and Extracting Facial Action Parameters", In Proceedings of IEEE Computer Vision Pattern Recognition Conference 1994, Seattle, WA., June 1994 . (PS Version)
Essa, I., T. Darrell, and A. Pentland. "Tracking Facial Motion", In Proceedings of IEEE Nonrigid and Articulated Motion Workshop 1994, Austin, TX., November 1994. (PS Version)
Essa, I. and A. Pentland. "Facial Expression Recognition using a Dynamic Model and Motion Energy", In, Proceedings of the International Conference on Computer Vision 1995, Cambridge, MA., May 1995. (Abstract | PS | PDF)
Ju, S. X., Black, M. J., and Yacoob, Y., "Cardboard people: A parameterized model of articulated motion", In 2nd Int. Conf. on Automatic Face- and Gesture-Recognition, Killington, Vermont, Oct 1996, pp.38-44. (download from WWW page)
Oliver, N., A. Pentland, F. Berard and J. Coutaz, "LAFTER: Lips and Face Tracker", In Proceedings of Computer Vision and Pattern Recognition Conference '97, 1997. (PS Version)
Polana, R., and Randal C. Nelson, ``Detection and Recognition of Periodic, Non-rigid Motion'', International Journal of Computer Vision, Vol. 23, 3, June/July 1997, 261-282. (download from WWW page)
Rabiner and Juang. "An Introduction to Hidden Markov Models", IEEE ASSP Magazine, Jan 1988.
Rabiner, "A Tutorial on Hidden Markov Models and Selected Applications in Speech Recognition", Proc. IEEE, 77(2) February 1989.
Seitz, S., and C. Dyer, "View-Invariant Analysis of Cyclic Motion", To appear in Int. J. Computer Vision, 25(3), 1997. (download from WWW page)
Shah, M. and R. Jain (Editors), Motion-based Recognition, Kluwer-Academic Publishers, Computational Imaging and Vision Series 1997.

Baumberg, A. and D. Hogg, "Learning Deformable Models for Tracking the Human Body", Chapter 3, 1997
Essa, I. and Alex Pentland, "Motion and Model based Recognition and Interpretation of Facial Expressions." Chapter 12, 1997.
Polana, R. and R. Nelson, "Temporal Texture and Activity Recognition", Chapter 5, 1997. (Handed out in class 4/1/98)
Goddard, N. H., "Human Activity Recognition", Chapter 7, 1997.
Rohr, K., "Human Movement Anaylsis Based on Explicit Motion Models", Chapter 8, 1997.
Shah, M., and R. Jain, "Visual Recognition of Activities, Gestures, Facial Expressions and Speech: An Introduction and a Perspective", Chapter 1, 1997. (Handed out in class 4/1/98)

Stork, D. (Editor), HAL's Legacy, 2001's Computer as Dream and Reality, MIT Press 1997 (MIT Press E-Book )

Rosenfeld, A., "Eyes for Computers: How HAL could see?", Chapter 10 (Handed out in class 4/1/98)
Stork, D., "'I coiuld see your lips move': HAL and Soeech reading", Chapter 11.

Starner, T., and Alex Pentland (1996) "Real-Time American Sign Language Recognition from Video Using Hidden Markov Models" PAMI July 1997. (PS Version)
Wren, C., Ali Azarbayejani, Trevor Darrell, Alex Pentland (1995) "Pfinder: Real-TimeTracking of the Human Body", IEEE Transactions on Pattern Analysis and Machine Intelligence, July 1997, vol 19, no 7, pp. 780-785 (PS Version).
Wang, J. Y. and E. Adelson, "Representing Moving Images with Layers", In IEEE Trans. on Image Proc. Special Issue: Image Sequence Compression vol 3, no. 5, p. 625-638, September 1994. (PS Version).
Wang, J. Y. and E. Adelson, "Layered Representation for Motion Analysis", In Proc. of the IEEE Comp. Vis. and Pat. Rec. (CVPR) pp. 361-366, New York, June 1993. (PS Version)
Wilson, A., and A. F. Bobick "Learning Visual Behavior for Gesture Analysis", In Proceedings of the IEEE Symposium on Computer Vision, Coral Gables, Florida, November 20-22, 1995. (PS Version)
Yacoob, Y., and M. Black, "Parameterized Modeling and Recognition of Activities", In Proceedings of ICCV98. 1998. (PS Version)_
Yacoob, Y., and L. Davis, Temporal Multi-scale Models for Flow and Acceleration, IEEE CVPR 97, San Juan-PR, 1997, 921-927 (PS Version).
Yacoob, Y. and Black, M. J., Parameterized modeling and recognition of activities, in: Sixth International Conf. on Computer Vision, ICCV'98, Mumbai, India, Jan. 1998, pp. 120-127. (postscript), (abstract)

CS7322 Spring 1998 Schedule
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