Quality Feature Learning via Multi-Channel CNN and GRU for No-Reference Video Quality Assessment

Nowadays, video quality assessment (VQA) plays a vital role in video-related industries to predict human perceived video quality to maintain the quality of service. Although many deep neural network-based VQA methods have been proposed, the robustness and performance are limited by small scale of av...

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Detalles Bibliográficos

Principais autores:	Ngai-Wing Kwong, Yui-Lam Chan, Sik-Ho Tsang, Daniel Pak-Kong Lun
Formato:	Artigo
Idioma:	Inglês
Publicado:	IEEE 2023-01-01
Series:	IEEE Access
Assuntos:	Fine-tuning strategy gated recurrent unit human visual perception motion-aware information multi-channel convolutional neural network no reference video quality assessment
Acceso en liña:	https://ieeexplore.ieee.org/document/10076422/
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