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eess.IV2022
DURRNet: Deep Unfolded Single Image Reflection Removal Network
Jun-Jie Huang, Tianrui Liu, Zhixiong Yang +3
Single image reflection removal problem aims to divide a reflection-contaminated image into a transmission image and a reflection image. It is a canonical blind source separation p…
eess.IV2021★ 147 cited
WINNet: Wavelet-inspired Invertible Network for Image Denoising
Jun-Jie Huang, Pier Luigi Dragotti
Image denoising aims to restore a clean image from an observed noisy image. The model-based image denoising approaches can achieve good generalization ability over different noise…
eess.IV2021★ 2 cited
LINN: Lifting Inspired Invertible Neural Network for Image Denoising
Jun-Jie Huang, Pier Luigi Dragotti
In this paper, we propose an invertible neural network for image denoising (DnINN) inspired by the transform-based denoising framework. The proposed DnINN consists of an invertible…