Fish Segmentation in Sonar Images by Mask R-CNN on Feature Maps of Conditional Random Fields

Fish Segmentation in Sonar Images by Mask R-CNN on Feature Maps of Conditional Random Fields

Imaging sonar systems are widely used for monitoring fish behavior in turbid or low ambient light waters. For analyzing fish behavior in sonar images, fish segmentation is often required. In this paper, Mask R-CNN is adopted for segmenting fish in sonar images. Sonar images acquired from different s...

Full description

Bibliographic Details
Main Authors: Chin-Chun Chang, Yen-Po Wang, Shyi-Chyi Cheng
Format: Article
Language:English
Published: MDPI AG 2021-11-01
Series:Sensors
Subjects:
fish segmentation
sonar images
conditional random fields
mask R-CNN
Online Access:https://www.mdpi.com/1424-8220/21/22/7625

Internet

https://www.mdpi.com/1424-8220/21/22/7625

Similar Items