Journal
AQUACULTURE RESEARCH
Volume 52, Issue 2, Pages 423-437Publisher
WILEY
DOI: 10.1111/are.14907
Keywords
aquaculture; computer vision; fish behaviour analysis; fish intelligent feeding system; fish target detection; underwater image preprocessing
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Funding
- National Key Research and Development Program of China [2019YFD0901000]
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This article summarizes the importance of intelligent feeding in aquaculture and the application and progress of computer vision in intelligent feeding systems. Combining these two systems can improve aquaculture efficiency, with future development relying on technological innovation and implementation.
Intelligent feeding will be an important mechanism for future aquaculture breeding, and the establishment of this system will also become a primary concern. At the same time, computer vision is rapidly developing as an effective intelligent feeding system. The combination of the two systems will contribute to increases in aquaculture, and their future development will be based on the innovation and implementation of existing technologies. This review summarizes the application and progress of computer vision in terms of all aspects of the intelligent feeding system, including underwater image preprocessing, fish target detection, fish weight and length detection, fish behaviour analysis and fish intelligent feeding decisions. We have summarized and analysed the methods used in each system to identify more ways to not hinder the senses of researchers and to expand the range of technologies that can be studied. The various research systems have progressed together, which has led to the establishment of intelligent feeding systems and the development of computer vision in intelligent feeding.
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