Translator Disclaimer
Paper
13 September 2002 Object extraction using genetic algorithms and morphological processing
Author Affiliations +
Abstract
This paper introduces a novel methodology for object detection using genetic algorithms and morphological processing. The method employs a kind of object oriented structuring element, which are derived using genetic algorithm operating. The population of morphological filters iteratively evaluated according to a statistical performance index corresponding to object extraction ability, and evolves into an optimal structuring elements using the evolution principles of genetic search. Experimental results of object extraction in high resolution satellite images are presented to illustrate the merit and feasibility of the proposed method.
© (2002) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Hong Zheng, Li Pan, and Saeid Nahavandi "Object extraction using genetic algorithms and morphological processing", Proc. SPIE 4922, Color Science and Imaging Technologies, (13 September 2002); https://doi.org/10.1117/12.483120
PROCEEDINGS
7 PAGES


SHARE
Advertisement
Advertisement
Back to Top