Title :
A sort of improved image segmentation algorithm based on geometry characteristc
Author :
Ao, Chaohua ; Yang, Xiaoyi ; Zhang, Chi
Author_Institution :
Dept. of Autom., Chongqing Ind. Polytech. Coll., Chongqing, China
Abstract :
Aimed at the over-segmentation phenomenon when adopted traditional watershed algorithm to segment the image, the paper proposed a sort of new improved image segmentation algorithm based fuzzy mathematical morphology. Firstly it smoothed the image by means of opening-closing algorithm based fuzzy mathematical morphology. And based on the mathematical morphology it secondly computed the gradient operators. It finally segmented the gradient image to get the result based on fuzzy mathematical morphology. The result of simulation experiment showed that it is better in eliminating over segmentation phenomenon, and more applicable in image recognition.
Keywords :
fuzzy set theory; image segmentation; mathematical morphology; fuzzy mathematical morphology; geometry characteristic; image recognition; improved image segmentation algorithm; opening-closing algorithm; watershed algorithm; Algorithm design and analysis; Cost function; Image segmentation; Morphology; Noise; Pixel; Fuzzy mathematical morphology; Gradient operator; Image segmentation;
Conference_Titel :
Intelligent Control and Automation (WCICA), 2011 9th World Congress on
Conference_Location :
Taipei
Print_ISBN :
978-1-61284-698-9
DOI :
10.1109/WCICA.2011.5970619