parvis@pyr.gatech.EDU (FULLNAME) (02/28/88)
I'm looking for some interesting research in the field of neural network
applications in vision, particularly in using neural network simulation to
process images. I am already familiar with the work of Kohonen (face
recognition), Fukushima (neocognitron), Marr (stereo parallax).
Concrete implementations: UCLA PUNNS, PABLO, BOSS and ISCON.
1. Any additional practical approach s.a. neural simulation programs for
image processing and
2. Any approach to image understanding (object recognition and identification
in contrast to feature extraction from images) by using a neural network
modell is of interest.
I appreciate any response. Thanks, Parvis.
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Parvis Avini
parvis@gitpyr.gatech.edu
U.S.Mail:
Georgia Institute of Technology
P.O. BOX 34331
Atlanta, GA 30332parvis@pyr.gatech.EDU (FULLNAME) (03/09/88)
Some time ago I posted a request for neural networks and vision literature on
the news. Since I got much more requests for literature than suggestions I
post a few more recent interesting references that I found.
- W.M. Bartlett, A computational model for neural feature extraction,
TR-87- 1357 University of Illinois at Urbana-Champain
- J.A. Feldman, Connectionist Models and Parallelism in High Level Vision, in
Perceptives in Computing: Human and Machine Vision II, 1986
- K.Fukushima, Neocognitron: A new Algorithm for pattern recognition tolerant
of deformations and shifts in position, Pattern Recognition Vol 15 1982
- S.Grossberg, Cortical dynamics of boundary completion, segmentation, and
depth perception, Illumination, and Image Sensing for Machine Vision Volume 728,
1986
- S.Grossberg and E.Mingolla, Neural Dynamics of Surface Perception: Boundary
Webs, Illuminants, and Shape-from-Shading, Computer Vision, Graphics, and Image
Processing 37, 1987
- T.Kohonen,E. Oja,P.Lehtioe, Storage and processing of
information in distributed associative memory systems, Parallel models of
associative memory, G.E. Hinton, J.A. Anderson 1981
P.S. If anyone has the book 'The 1987 Annotated Neuro-Computing Bibliograpy', I
would appreciate any comments.
Thanks, Parvis.
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Parvis Avini
parvis@gitpyr.gatech.edu