Measuring overlap-rate in hierarchical cluster merging for image segmentation and ship detection | |
Hong, Zhiling ; Jiang, Qingshan ; Guan, Heshan ; Weng, Fangfei ; Jiang QS(姜青山) | |
2007 | |
英文摘要 | Conference Name:4th International Conference on Fuzzy Systems and Knowledge Discovery. Conference Address: Haikou, PEOPLES R CHINA. Time:AUG 24-27, 2007.; In this paper, we present a definition on the degree of overlap between two clusters and develop an algorithm for calculating the overlap rate. Using this theory, we also develop a new hierarchical cluster merging algorithm for image segmentation and apply it to the ship detection in high resolution image. In our experiment, we compare our method with several existing popular methods. Experimental results demonstrate the effectiveness of the overlap rate measuring method and the new ship detection method. |
语种 | 英语 |
出处 | http://dx.doi.org/10.1109/FSKD.2007.392 |
出版者 | IEEE COMPUTER SOC |
内容类型 | 其他 |
源URL | [http://dspace.xmu.edu.cn/handle/2288/85720] |
专题 | 软件学院-会议论文 |
推荐引用方式 GB/T 7714 | Hong, Zhiling,Jiang, Qingshan,Guan, Heshan,et al. Measuring overlap-rate in hierarchical cluster merging for image segmentation and ship detection. 2007-01-01. |
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