Underwater-YCC: Underwater Target Detection Optimization Algorithm Based on YOLOv7

Underwater-YCC: Underwater Target Detection Optimization Algorithm Based on YOLOv7

Underwater target detection using optical images is a challenging yet promising area that has witnessed significant progress. However, fuzzy distortions and irregular light absorption in the underwater environment often lead to image blur and color bias, particularly for small targets. Consequently,...

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Bibliographic Details
Main Authors: Xiao Chen, Mujiahui Yuan, Qi Yang, Haiyang Yao, Haiyan Wang
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Journal of Marine Science and Engineering
Subjects:
underwater target detection
attention mechanism
YOLOv7
deep learning
model optimization
Online Access:https://www.mdpi.com/2077-1312/11/5/995

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