Fish Behavior Detection Using Computer Vision: A Review

Qingxiao Wang, Wei Long, Yawen Wang, Linhua Jiang, Lingxi Hu
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引用次数: 1

Abstract

Aquaculture is an important part of China's agricultural production. In recent years, China's aquaculture production has increased year by year. With the continuous progress of optical imaging technology, computer vision technology, the detection and analysis of fish behavior can be completed to expand the application of aquaculture, through the combination of underwater cameras and sensors. Hence, this paper provides a review of the computer vision model for fish detection. Firstly, the research status of traditional fish behavior detection technology is analyzed. Then, the research progress of computer vision technology in fish behavior detection is analyzed. Finally, the advantages and disadvantages of computer vision technology in fishery are analyzed, and the future development prospects are discussed.
基于计算机视觉的鱼类行为检测研究进展
水产养殖是中国农业生产的重要组成部分。近年来,中国水产养殖产量逐年增加。随着光学成像技术、计算机视觉技术的不断进步,通过水下摄像机与传感器的结合,可以完成对鱼类行为的检测与分析,扩大水产养殖的应用范围。因此,本文对用于鱼类检测的计算机视觉模型进行了综述。首先,分析了传统鱼类行为检测技术的研究现状。然后,分析了计算机视觉技术在鱼类行为检测中的研究进展。最后,分析了计算机视觉技术在渔业中的优缺点,并对未来的发展前景进行了展望。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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