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20162023
most citedBeyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising

9.2k citations · 13.2k across the 30 of their papers we have counts for

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Showing 2018Show all

2 papers · 1 filter

cs.CV2018★ 62 cited

Toward Convolutional Blind Denoising of Real Photographs

Shi Guo, Zifei Yan, Kai Zhang +2

While deep convolutional neural networks (CNNs) have achieved impressive success in image denoising with additive white Gaussian noise (AWGN), their performance remains limited on…

cs.CV2018★ 36 cited

Multi-level Wavelet-CNN for Image Restoration

Pengju Liu, Hongzhi Zhang, Kai Zhang +2

The tradeoff between receptive field size and efficiency is a crucial issue in low level vision. Plain convolutional networks (CNNs) generally enlarge the receptive field at the ex…