From: Mark Line <email@example.com> From: firstname.lastname@example.org (Kyeongmo S Park --KP) >> Does anyone have any references for uses of GP or GA in image > processing?
The (British) IEE held a colloquium on "GA in Image Processing &
Vision" last October. A Digest is available for sale from
IEEPublication Sales Department
Michael Faraday House Six Hills Way Stevenage Herts SG1 2SD Phone: +44-1438-313311 Fax: +44-1438-742792Also, here's something I extracted recently from the GA-list archives (v8n10):
Several months ago, I posted a request for information on Genetic Algorithms in the area of Image Processing andComputer Vision through the GA-List network.
Below is a list of references (including what I gathered). This biliography contains some references on applications of Machine Learning and Optimization techniques to the IP & CV problems. I am thankful to those who kindly replied to my request. I hope that the information will be helpful to interested parties.
--K.S. Park < Genetic Algorithms in Image Processing and Computer Vision > Bir Bhanu, Sungkee Lee, and John Ming,Self-Optimizing Image Segmentation System Using a Genetic Algorithm,
Arnold C. Englander,Machine Learning of Visual Recognition using Genetic Algorithms,
Gerhard Roth and Martin D. Levine, Genetic Algorithm for Primitive Extraction,Robotics Neural Networks and Vision, 1989.
ICGA'91.Stewart W. Wilson, Adaptive Cortical Pattern Recognition,
ICGA'85.Darrell Whitley, Applying Genetic Algorithms to Neural Network Learning,
D. Whitley, K. Mathias and P. Fitzhorn,Delta Coding: An Iterative Search Strategy for Genetic Algorithms,
R. Cucchiara,Analysis and Comparison of Different Genetic Models for the Clustering
Problem in Image Analysis,
Image Registration by Genetic Search,Proc. of IEEE Southeastcon '84, Apr. 1984.
J. M. Fitzpatrick, David R. Pickens\ III, Venkat R. Mandava, and
John J. Grefenstette, The Reduction of Motion Artifacts in Digital Subtratcion Angiography by Geometrical Image Transformation,SPIE Medical Imaging II, Jan.31-Feb.5, 1988.
John J. Grefenstette and J. M. Fitzpatrick, Genetic Search with Approximate Function Evaluations,
A. M. GilliesMachine Learning Procedures for Generating Image Domain Feature
DetectorsPh.D. Diss. Univ Michigan, 1985.
Andrew M. GilliesMachine Learning Procedure for Generating Image Domain Feature
Detector Structure ElementsPatent, United States, No. 4821333, 11 APR 1989.
Vemkat R. Mandava, J. Michael Fitzpatrick, and David R. Pickens\ III
Adaptive Search Space Scaling in Digital Image RegistrationIEEE Trans. Medical Imaging, 1988.
Alaster D. McAulay and Jae Chan Oh Image Learning Classifier System Using Genetic Algorithms
Adaptive Search Space Scaling in Digital Image Registration
Walter Alden Tackett,Genetic Generation of "Dendritic" Trees for Image Classification,
Walter Alden Tackett,Genetic Programming for Feature Discovery and Image Discrimination
Ellie Baker, Evolving Line Drawings,Graph Matching for 3D Reconstruction from Serial Cross-sections
ICGA'93.Frank Rolland, et. al.,
using Simulated Annealing,
S. M. Bhandarkar and Y. Zhang, A Genetic Algorithm-based Edge Detection Technique,Draft.
P. Andrey and P. Tarroux,Unsupervised image segmentation using a distributed genetic algorithm, To appear Pattern Recognition.