858 citations · 913 across the 16 of their papers we have counts for
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3 papers · 1 filter
math.NA2017★ 2 cited
Joint image edge reconstruction and its application in multi-contrast MRI
Yunmei Chen, Ruogu Fang, Xiaojing Ye
We propose a new joint image reconstruction method by recovering edge directly from observed data. More specifically, we reformulate joint image reconstruction with vectorial total…
cs.CV2017★ 16 cited
Learning Pixel-Distribution Prior with Wider Convolution for Image Denoising
Peng Liu, Ruogu Fang
In this work, we explore an innovative strategy for image denoising by using convolutional neural networks (CNN) to learn pixel-distribution from noisy data. By increasing CNN's wi…
cs.CV2017★ 22 cited
Wide Inference Network for Image Denoising via Learning Pixel-distribution Prior
Peng Liu, Ruogu Fang
We explore an innovative strategy for image denoising by using convolutional neural networks (CNN) to learn similar pixel-distribution features from noisy images. Many types of ima…