Paper Details: Downloads: 354
Serial Number: P1150837352
Title: Employing Genetic Algorithms for qualitative Shapes Detection
Authors: S. M. Abdel- gaied
Abstract: The localization of graphical primitives is important task in image processing. This paper discusses problems of automatic computer-based detection and localization of elementary shape in image. A genetic algorithm is used for this task. The using of genetic algorithm allows efficiently reduce time needed to scan a task state space. A modification of genetic algorithm for shape detection is presented. A review of basic algorithms for shape detection is given, followed by short genetic algorithm review. The specifics of using a genetic algorithm for presented task are presented. In addition, some experiment results are shown. The results are demonstrated on circle, ellipse and oblong detection.
Keywords: Genetic algorithms, Hough transform, Shape detection, Optimization
Journal/Conference: International Journal of Graphics, Vision and Image Processing
Volume: 8
Issue: 4
Submission Date: 9/6/2008 12:00:00 AM
Review Date: 9/20/2008 12:00:00 AM
Publishing Date: 9/29/2008 12:00:00 AM
Article Downloads: 354
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