2 papers
cs.CV2025
An Empirical Study on the Robustness of YOLO Models for Underwater Object Detection
Edwine Nabahirwa, Wei Song, Minghua Zhang +1
Underwater object detection (UOD) remains a critical challenge in computer vision due to underwater distortions which degrade low-level features and compromise the reliability of e…
cs.CV2025
A Structured Review of Underwater Object Detection Challenges and Solutions: From Traditional to Large Vision Language Models
Edwine Nabahirwa, Wei Song, Minghua Zhang +2
Underwater object detection (UOD) is vital to diverse marine applications, including oceanographic research, underwater robotics, and marine conservation. However, UOD faces numero…