A Segmentation Framework for Acoustic Sidescan Sonar Images Using Improved Smallest Of Constant False Alarm Rate and MAP-MRF

Author:

Tang Yiteng1ORCID,Liu Jun2ORCID,Song Shanshan1ORCID,Guan Wenxue1ORCID,Cui Jun-Hong3ORCID

Affiliation:

1. College of Computer Science and Technology, Jilin University, CN

2. School of Electronic and Information Engineering, Beihang University, CN

3. College of Computer Science and Technology&Smart Ocean Science and Technology Research Institute, Jilin University, CN and Shenzhen Institute for Advanced Study, University of Electronic Science and Technology of China, China

Funder

National Key Research and Development Program of China

National Natural Science Foundation of China

Publisher

ACM

Reference32 articles.

1. [ 1 ] Xin Yuan , José-Fernán Martínez , Martina Eckert , and Lourdes López-Santidrián . An improved otsu threshold segmentation method for underwater simultaneous localization and mapping-based navigation. Sensors, 16(7) , 2016 . [1] Xin Yuan, José-Fernán Martínez, Martina Eckert, and Lourdes López-Santidrián. An improved otsu threshold segmentation method for underwater simultaneous localization and mapping-based navigation. Sensors, 16(7), 2016.

2. Possibilistic fuzzy local information C-Means for sonar image segmentation

3. Sediment Classification of Small-Size Seabed Acoustic Images Using Convolutional Neural Networks

4. A Deep Learning Approach to Target Recognition in Side-Scan Sonar Imagery

5. [ 5 ] J. Dunlop. Statistical modelling of sidescan sonar images. In Oceans ’97 . MTS/IEEE Conference Proceedings, volume 1 , pages 33– 38 vol. 1 , 1997 . [5] J. Dunlop. Statistical modelling of sidescan sonar images. In Oceans ’97. MTS/IEEE Conference Proceedings, volume 1, pages 33–38 vol.1, 1997.

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