Advancing Underwater Vision: A Survey of Deep Learning Models for Underwater Object Recognition and Tracking

Underwater computer vision plays a vital role in ocean research, enabling autonomous navigation, infrastructure inspections, and marine life monitoring. However, the underwater environment presents unique challenges, including color distortion, limited visibility, and dynamic light conditions, which...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Mahmoud Elmezain, Lyes Saad Saoud, Atif Sultan, Mohamed Heshmat, Lakmal Seneviratne, Irfan Hussain
Format:	Article
Language:	English
Published:	IEEE 2025-01-01
Subjects:	Underwater computer vision deep learning underwater robotics ocean research underwater image enhancement object tracking
Online Access:	https://ieeexplore.ieee.org/document/10852283/