Denoising Prior Driven Deep Neural Network for Image Restoration

Dong, WS; Wang, PY; Yin, WT; Shi, GM; Wu, FF; Lu, XT

Dong, WS (reprint author), Xidian Univ, State Key Lab Integrated Serv Networks, Xian 710071, Shaanxi, Peoples R China.; Dong, WS (reprint author), Xidian Univ, Sch Artificial Intelligence, Xian 710071, Shaanxi, Peoples R China.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2019; 41 (10): 2305

Abstract

Deep neural networks (DNNs) have shown very promising results for various image restoration (IR) tasks. However, the design of network architectures r......

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