A Novel Underwater Image Enhancement and Improved Underwater Biological Detection Pipeline. (arXiv:2205.10199v1 [cs.CV])

For aquaculture resource evaluation and ecological environment monitoring,
automatic detection and identification of marine organisms is critical.
However, due to the low quality of underwater images and the characteristics of
underwater biological, a lack of abundant features may impede traditional
hand-designed feature extraction approaches or CNN-based object detection
algorithms, particularly in complex underwater environment. Therefore, the goal
of this paper is to perform object detection in the underwater environment.
This paper proposed a novel method for capturing feature information, which …

arxiv cv detection image pipeline