Lecture 16 - October 21, 1997

This lecture covers connectionist vision models and is continuing in Lecture 19 on October 30 , which includes some material on Markov Random Fields.

The best reference for the basic Four Frames Model is:

Feldman, J.A. "Four Frames Suffice: A provisional model of vision and space" Behavioral and Brain Sciences v8:265-289, 1985

The best reference for Cooper's work on Markov Random Fields and the recognition of occluded shapes is:

Cooper, P.A. "Parallel Structure Recognition with Uncertainty" Proc. ICCV, Osaka, Japan , December 1990

The best reference for Goddard's work on Dynamic connectionist models and the recognition of human gaits is:

Goddard, N. H. "Human Activity Recognition" in Motion-Based Recognition, Shah, M. and Jain, R. (Eds.), Kluwer Academic Publishers, 1997.

There will be a related lecture by John Hummel in the Cognitive Science Colloquium on November 7 at 11am in 2515 Tolman Hall. A good reference for this work is:

Hummel, J. E., & Biederman, I. (1992). Dynamic binding in a neural network for shape recognition. Psychological Review, 99, 480-517.