Collaborative Framework for Underwater Object Detection via Joint Image Enhancement and Super-Resolution

Collaborative Framework for Underwater Object Detection via Joint Image Enhancement and Super-Resolution

Underwater object detection (UOD) has attracted widespread attention, being of great significance for marine resource management, underwater security and defense, underwater infrastructure inspection, etc. However, high-quality UOD tasks often encounter challenges such as image quality degradation,...

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Bibliographic Details
Main Authors: Xun Ji, Guo-Peng Liu, Cheng-Tao Cai
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Journal of Marine Science and Engineering
Subjects:
underwater object detection
underwater image enhancement
super-resolution
joint learning
deep learning
Online Access:https://www.mdpi.com/2077-1312/11/9/1733

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