Underwater Image Segmentation Combining Dual-band Enhancing and Edge-Grouping

摘要：

　　In order to make segmentation more robust and accurate in the underwater environment,a two-stage segmentation method is proposed in this paper.In preprocessing stage,a dual-band enhancing technique is used to preserve the target contour and at the same time eliminate the fake edges generated by the noises; in segmentation stage,edge-grouping method is chosen for its advantageous characteristics over noisy images.Experimental results show that the proposed method can get a better performance both in stability and accuracy.

关键词： Underwater image segmentation Dual-band enhancing Edge-grouping Fuzzyc-means segmentation

作者: Kun Zhao Yiping Xu Fuyuan Peng Guoliang Yang Xinwei Wang

作者单位: Department of Electronic and Information Engineering, Huazhong University of Science andTechnology, Wuhan, PR.China

会议类型: 国际会议

会议名称: the Second International Conference on Frontiers of Manufacturing and Design Science(第二届制造与设计科学国际会议(ICFMD 2011))

会议地点: 台湾

会议语种:英文

页码: 1794-1798

在线出版日期: 2011-12-11（万方平台首次上网日期，不代表论文的发表时间）