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Deep Decomposition and Bilinear Pooling Network for Blind Night-Time Image Quality Evaluation. (arXiv:2205.05880v1 [cs.MM])
May 13, 2022, 1:10 a.m. | Qiuping Jiang, Jiawu Xu, Wei Zhou, Xiongkuo Min, Guangtao Zhai
cs.CV updates on arXiv.org arxiv.org
Blind image quality assessment (BIQA), which aims to accurately predict the
image quality without any pristine reference information, has been highly
concerned in the past decades. Especially, with the help of deep neural
networks, great progress has been achieved so far. However, it remains less
investigated on BIQA for night-time images (NTIs) which usually suffer from
complicated authentic distortions such as reduced visibility, low contrast,
additive noises, and color distortions. These diverse authentic degradations
particularly challenges the design of effective …
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