A genetic algorithm with coverage for object localization

Chun Ki Fong, Shiu Yin Yuen
Proceedings of 2001 International Symposium on Intelligent Multimedia, Video and Speech Processing. ISIMP 2001 (IEEE Cat. No.01EX489)  
The object localization problem is to compute the orientation for a given object which best fits the sensed data. In this paper, Genetic algorithm (GA) for object localization is investigated. A method called Coveragebased Genetic Induction (COGIN) is applied to solve the problem of object localization. A comparison between COGIN and Simple GA (SGA) is reported. They are tested by using synthetic edge images with different levels of random noise. From the experimental results, it is shown that
more » ... he performance of COGIN is much better than that of SGA.
doi:10.1109/isimp.2001.925327 fatcat:s3i7t56mjndyjh4p2avf4fdoi4