Training method of underwater sea urchin image recognition model, and underwater sea urchin image recognition method and device

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PATENT NO 12198421
APP PUB NO 20240020966A1
SERIAL NO

18107418

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A training method of underwater sea urchin image recognition model, and underwater sea urchin image recognition method and device are provided. The training method includes: constructing an underwater sea urchin image recognition model, acquiring an underwater sea urchin image dataset; performing MSRCR on the underwater sea urchin image dataset; processing the underwater sea urchin image dataset by a dark channel prior method; performing image fusion to obtain a fused image dataset; sharpening the fused image dataset to obtain a training image dataset; and training the underwater sea urchin image recognition model by using the training image dataset. By performing MSRCR and dark channel prior processing on the image, and then performing image fusion and sharpening based on a point sharpness weighting method, the quality of image is improved, and an accuracy of subsequent sea urchin object detection is improved.

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Patent Owner(s)

Patent OwnerAddress
GUANGDONG OCEAN UNIVERSITY524088 NO 1 HAIDA ROAD MAZHANG DISTRICT ZHANJIANG CITY GUANGDONG PROVINCE ZHANJIANG CITY GUANGDONG PROVINCE 524088

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Chen, Liang Zhanjiang, CN 931 8928
Li, Sidong Zhanjiang, CN 22 1311
Li, Yifan Anyang, CN 206 2019
Liang, Zixiang Zhongshan, CN 1 0
Peng, Xiaohong Zhanjiang, CN 6 76
Zhang, Jun Lanzhou, CN 1152 7034
Zhao, Xiaopeng Zhanjiang, CN 4 2

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