Detection of parametric curves based on genetic algorithm

Haimin Li; Chengke Wu

doi:10.1117/12.323612

25 September 1998 Detection of parametric curves based on genetic algorithm

Haimin Li, Chengke Wu

Proceedings Volume 3545, International Symposium on Multispectral Image Processing (ISMIP'98); (1998) https://doi.org/10.1117/12.323612
Event: International Symposium on Multispectral Image Processing, 1998, Wuhan, China

Abstract

Detection of curves with special shapes has been put on great interest in the fields of image processing and recognition. Some commonly used algorithms such as Hough Transform and Generalized Radon Transform are global search methods. When the number of parameters increases, their efficiencies decrease rapidly because of the expansion of parameter space. To solve this problem, a new method based on Genetic Algorithm is presented which combines a local search procedure to improve its performance. Experimental results show that the proposed method improves search efficiency greatly.

Citation Download Citation

Haimin Li and Chengke Wu "Detection of parametric curves based on genetic algorithm", Proc. SPIE 3545, International Symposium on Multispectral Image Processing (ISMIP'98), (25 September 1998); https://doi.org/10.1117/12.323612

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