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Chao Zhou

2 papers indexed

arxivcs.CV2026-07-15

LPM: Industrial-Scale Generative Video Restoration

Bichuan Zhu, Fulin Li, Jiachao Gong, Jinhua Hao, Kai Zhao, Kun Yuan, et al.

We present the Large Processing Model (LPM), a diffusion-based generative framework for photorealistic video restoration under complex, in-the-wild degradations. To our knowledge, LPM is the first generative video restoration model deployed at industrial scale. LPM addresses the…

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crossrefAnimals2020-02-24Cited by 118

Automatic Fish Population Counting by Machine Vision and a Hybrid Deep Neural Network Model

Song Zhang, Xinting Yang, Yizhong Wang, Zhenxi Zhao, Jintao Liu, Yang Liu, et al.

In intensive aquaculture, the number of fish in a shoal can provide valuable input for the development of intelligent production management systems. However, the traditional artificial sampling method is not only time consuming and laborious, but also may put pressure on the fish…

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