Title :
A Kind of Image Segmentation Method Based on the Combination of GA and Two-Dimensional Entropy
Author :
Xin, You ; Zongyuan, Mao ; Lianfang, Tian
Author_Institution :
South China Univ. of Technol., Guangzhou
Abstract :
The optimal threshold determination is a challenging problem in the image segmentation technology. To solve this problem, a kind of threshold choosing method for the image segmentation based on the combination of the GA (genetic algorithm) and two-dimensional entropies is presented in this paper. Then the key technology, algorithm procedure and the control parameters are analyzed in detail; The verification results show that the method is effective and practicable.
Keywords :
entropy; genetic algorithms; image segmentation; genetic algorithm; image segmentation; optimal threshold determination; two-dimensional entropy; Algorithm design and analysis; Automation; Computational efficiency; Cost function; Educational institutions; Entropy; Genetic algorithms; Image processing; Image segmentation; Pixel; Genetic algorithm; Image segmentation; Two-dimensional entropy;
Conference_Titel :
Control Conference, 2007. CCC 2007. Chinese
Conference_Location :
Hunan
Print_ISBN :
978-7-81124-055-9
Electronic_ISBN :
978-7-900719-22-5
DOI :
10.1109/CHICC.2006.4347315
