A sort of improved image segmentation algorithm based on geometry characteristc | |
Ao, Chaohua ; Yang, Xiaoyi ; Zhang, Chi ; Yang XY(杨小怡) | |
2011 | |
关键词 | Algorithms Image recognition Intelligent control Mathematical morphology Mathematical operators Morphology |
英文摘要 | Conference Name:2011 World Congress on Intelligent Control and Automation, WCICA 2011. Conference Address: Taipei, Taiwan. Time:June 21, 2011 - June 25, 2011.; The IEEE Robotics and Automation Society; National Science Council; Cent. Intelligent Rob. Autom. Res. Natl. Taiwan Univ.; Robotics Society of Taiwan; Chinese Institute of Automation Engineers; 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. ? 2011 IEEE. |
语种 | 英语 |
出处 | http://dx.doi.org/10.1109/WCICA.2011.5970619 |
出版者 | Institute of Electrical and Electronics Engineers Inc. |
内容类型 | 其他 |
源URL | [http://dspace.xmu.edu.cn/handle/2288/85362] |
专题 | 海洋环境-会议论文 |
推荐引用方式 GB/T 7714 | Ao, Chaohua,Yang, Xiaoyi,Zhang, Chi,et al. A sort of improved image segmentation algorithm based on geometry characteristc. 2011-01-01. |
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