DocumentCode
2050400
Title
Specific target recognition and segmentation algorithm for real-time side scan sonar images
Author
Wang, Lei ; Li, Minhui ; Ye, Xiufen ; Wang, Tian
Author_Institution
Hubei Agricultural Machinery Engineering Research and Design Institute, Hubei University of Technology, Wuhan, 430068, China
fYear
2015
fDate
2-5 Aug. 2015
Firstpage
2649
Lastpage
2653
Abstract
We propose a specific target recognition and segmentation algorithm to address the segmentation problem in real-time side scan sonar images. Using auxiliary information, shape, size and position relationship, we can improve the efficiency and effectiveness of sonar image segmentation. First, we give the method of segment isolated target, combine with this method, we address the segmentation problem of special size target and give the shape relationships of objects and shadows. Then, we propose an area judgment method to recognition different objects using these relationships. Experimental results show that the segmentation and recognition algorithm is good and effective.
Keywords
Algorithm design and analysis; Clustering algorithms; Image segmentation; Real-time systems; Shape; Sonar detection; Sonar images; area judgment; special target;
fLanguage
English
Publisher
ieee
Conference_Titel
Mechatronics and Automation (ICMA), 2015 IEEE International Conference on
Conference_Location
Beijing, China
Print_ISBN
978-1-4799-7097-1
Type
conf
DOI
10.1109/ICMA.2015.7237905
Filename
7237905
Link To Document