A Review of Computer Vision Technologies for Fish Tracking. (arXiv:2110.02551v3 [cs.CV] UPDATED)

Fish tracking based on computer vision is a complex and challenging task in
fishery production and ecological studies. Most of the applications of fish
tracking use classic filtering algorithms, which lack in accuracy and
efficiency. To solve this issue, deep learning methods utilized deep neural
networks to extract the features, which achieve a good performance in the fish
tracking. Some one-stage detection algorithms have gradually been adopted in
this area for the real-time applications. The transfer learning to fish target …

arxiv computer vision cv review technologies tracking vision