Enhanced Mask R-CNN Incorporating CBAM and Soft-NMS for Identification and Monitoring of Offshore Aquaculture Areas

Enhanced Mask R-CNN Incorporating CBAM and Soft-NMS for Identification and Monitoring of Offshore Aquaculture Areas

The use of remote sensing images to analyze the change characteristics of large-scale aquaculture areas and monitor aquaculture violations is of great significance for exploring the law of marine aquaculture and assisting the monitoring and standardization of aquaculture areas. In this study, a viol...

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Bibliographic Details
Main Authors: Jiajun Zhang, Yonggui Wang, Yaxin Zhang, Yanxin Zhao
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Sensors
Subjects:
offshore aquaculture
Mask R-CNN
trend analysis
violation monitoring
CBAM and Soft-NMS
Online Access:https://www.mdpi.com/1424-8220/25/9/2792
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