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Junyi Yang

2 papers indexed

crossrefElectronics2023-07-21Cited by 2

Underwater Image Color Constancy Calculation with Optimized Deep Extreme Learning Machine Based on Improved Arithmetic Optimization Algorithm

Junyi Yang, Qichao Yu, Sheng Chen, Donghe Yang

To overcome the challenges posed by the underwater environment and restore the true colors of marine objects’ surfaces, a novel underwater image illumination estimation model, termed the iterative chaotic improved arithmetic optimization algorithm for deep extreme learning machin…

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crossrefJournal of Marine Science and Engineering2022-12-01Cited by 19

Underwater Image Classification Algorithm Based on Convolutional Neural Network and Optimized Extreme Learning Machine

Junyi Yang, Mudan Cai, Xingfan Yang, Zhiyu Zhou

In order to deal with the target recognition in the complex underwater environment, we carried out experimental research. This includes filtering noise in the feature extraction stage of underwater images rich in noise, or with complex backgrounds, and improving the accuracy of t…

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