FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising

11 October 2017

Lei Zhang

Papers citing "FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising"

50 / 221 papers shown

Title
Memory-Efficient Hierarchical Neural Architecture Search for Image Restoration Haokui Zhang Ying Li Hao Chen Chengrong Gong Zongwen Bai Chunhua Shen 28 13 0 24 Dec 2020
Time-Travel Rephotography Xuan Luo X. Zhang Paul D. Yoo Ricardo Martín Brualla Jason Lawrence S. M. Seitz 41 32 0 22 Dec 2020
Model-Based Deep Learning Nir Shlezinger Jay Whang Yonina C. Eldar A. Dimakis 33 318 0 15 Dec 2020
IMAGO: A family photo album dataset for a socio-historical analysis of the twentieth century L. Stacchio Alessia Angeli G. Lisanti Daniela Calanca Gustavo Marfia 31 3 0 03 Dec 2020
Overcoming Measurement Inconsistency in Deep Learning for Linear Inverse Problems: Applications in Medical Imaging Marija Vella João F. C. Mota 19 4 0 29 Nov 2020
Direct Evolutionary Optimization of Variational Autoencoders With Binary Latents E. Guiraud Jakob Drefs Jörg Lücke DRL 40 3 0 27 Nov 2020
Legacy Photo Editing with Learned Noise Prior Yuzhi Zhao Tingyu Lin Xuehui Wang Kangcheng Liu Yujia Zhang W. Yu Pengfei Xian Jingjing Xiong 27 23 0 23 Nov 2020
One Model to Reconstruct Them All: A Novel Way to Use the Stochastic Noise in StyleGAN Christian Bartz Joseph Bethge Haojin Yang Christoph Meinel 24 16 0 21 Oct 2020
Learned Greedy Method (LGM): A Novel Neural Architecture for Sparse Coding and Beyond Rajaei Khatib Dror Simon Michael Elad 19 16 0 14 Oct 2020
Restoring Spatially-Heterogeneous Distortions using Mixture of Experts Network Sijin Kim Namhyuk Ahn Kyung-ah Sohn 31 7 0 30 Sep 2020
DeepRemaster: Temporal Source-Reference Attention Networks for Comprehensive Video Enhancement S. Iizuka E. Simo-Serra 27 39 0 18 Sep 2020
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 44 79 0 17 Sep 2020
GIA-Net: Global Information Aware Network for Low-light Imaging Zibo Meng Runsheng Xu C. Ho GAN 30 12 0 14 Sep 2020
Self-Organized Operational Neural Networks for Severe Image Restoration Problems Junaid Malik S. Kiranyaz Moncef Gabbouj 19 69 0 29 Aug 2020
Guided Collaborative Training for Pixel-wise Semi-Supervised Learning Zhanghan Ke Di Qiu Kaican Li Qiong Yan Rynson W. H. Lau 28 247 0 12 Aug 2020
Blind Face Restoration via Deep Multi-scale Component Dictionaries Xiaoming Li Chaofeng Chen Shangchen Zhou Xianhui Lin W. Zuo Lei Zhang CVBM 17 170 0 02 Aug 2020
Learning Disentangled Feature Representation for Hybrid-distorted Image Restoration Xin Li Xin Jin Jianxin Lin Tao Yu Sen Liu Yaojun Wu Wei Zhou Zhibo Chen 79 40 0 22 Jul 2020
Early Exit or Not: Resource-Efficient Blind Quality Enhancement for Compressed Images Qunliang Xing Mai Xu Tianyi Li Zhenyu Guan 23 49 0 30 Jun 2020
Enhancement of a CNN-Based Denoiser Based on Spatial and Spectral Analysis Rui Zhao K. Lam D. Lun 27 7 0 28 Jun 2020
Total Deep Variation: A Stable Regularizer for Inverse Problems Erich Kobler Alexander Effland K. Kunisch Thomas Pock MedIm 27 19 0 15 Jun 2020
One Size Fits All: Can We Train One Denoiser for All Noise Levels? Abhiram Gnanasambandam Stanley H. Chan OOD 19 21 0 19 May 2020
Structural Residual Learning for Single Image Rain Removal Hong Wang Yichen Wu Qi Xie Qian Zhao Yong Liang Deyu Meng 25 25 0 19 May 2020
Unsupervised Low-light Image Enhancement with Decoupled Networks Wei Xiong Ding Liu Xiaohui Shen Chen Fang Jiebo Luo 31 19 0 06 May 2020
Identity Enhanced Residual Image Denoising Saeed Anwar C. P. Huynh Fatih Porikli SupR 22 15 0 26 Apr 2020
DeepEDN: A Deep Learning-based Image Encryption and Decryption Network for Internet of Medical Things Yi Ding Guozheng Wu Dajiang Chen Ning Zhang Linpeng Gong Mingsheng Cao Zhiguang Qin MedIm 27 148 0 12 Apr 2020
Plug-and-Play Algorithms for Large-scale Snapshot Compressive Imaging Xin Yuan Yang Liu J. Suo Qionghai Dai 21 178 0 30 Mar 2020
Deep Unfolding Network for Image Super-Resolution Kaicheng Zhang Luc Van Gool Radu Timofte SupR 121 539 0 23 Mar 2020
Blur, Noise, and Compression Robust Generative Adversarial Networks Takuhiro Kaneko Tatsuya Harada 12 17 0 17 Mar 2020
Stochastic Frequency Masking to Improve Super-Resolution and Denoising Networks Majed El Helou Ruofan Zhou Sabine Süsstrunk 24 45 0 16 Mar 2020
Image Restoration for Under-Display Camera Yuqian Zhou D. Ren N. Emerton Sehoon Lim T. Large 37 67 0 10 Mar 2020
When deep denoising meets iterative phase retrieval Yaotian Wang Xiaohang Sun Jason W. Fleischer 20 18 0 03 Mar 2020
Blind Image Restoration without Prior Knowledge N. Elron S. Yuval Dmitry Rudoy Noam Levy 31 6 0 03 Mar 2020
Transfer Learning from Synthetic to Real-Noise Denoising with Adaptive Instance Normalization Yoonsik Kim Jae Woong Soh G. Park N. Cho OOD AI4CE 16 182 0 26 Feb 2020
Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems Kaixuan Wei Angelica Aviles-Rivero Jingwei Liang Ying Fu Carola-Bibiane Schönlieb Hua Huang 21 103 0 22 Feb 2020
Total Deep Variation for Linear Inverse Problems Erich Kobler Alexander Effland K. Kunisch Thomas Pock 24 89 0 14 Jan 2020
Deep Learning on Image Denoising: An overview Chunwei Tian Lunke Fei Wenxian Zheng Yong-mei Xu W. Zuo Chia-Wen Lin 35 815 0 31 Dec 2019
Deep Learning based Switching Filter for Impulsive Noise Removal in Color Images Krystian Radlak Lukasz Malinski B. Smolka 16 26 0 03 Dec 2019
ERNet Family: Hardware-Oriented CNN Models for Computational Imaging Using Block-Based Inference Chao-Tsung Huang 22 5 0 13 Oct 2019
eCNN: A Block-Based and Highly-Parallel CNN Accelerator for Edge Inference Chao-Tsung Huang Yu-Chun Ding Huan-Ching Wang Chi-Wen Weng Kai-Ping Lin Li-Wei Wang Li-De Chen 11 42 0 13 Oct 2019
Deep K-SVD Denoising M. Scetbon Michael Elad P. Milanfar SupR 53 107 0 28 Sep 2019
Variational Denoising Network: Toward Blind Noise Modeling and Removal Zongsheng Yue Hongwei Yong Qian Zhao Lei Zhang Deyu Meng BDL 14 303 0 29 Aug 2019
Multi-level Wavelet Convolutional Neural Networks Pengju Liu Hongzhi Zhang Wei Lian W. Zuo 27 199 0 06 Jul 2019
Blind Universal Bayesian Image Denoising with Gaussian Noise Level Learning Majed El Helou Sabine Süsstrunk VLM 27 102 0 05 Jul 2019
Deep neural network for fringe pattern filtering and normalisation Alan Reyes-Figueroa M. Rivera 10 5 0 14 Jun 2019
DVDnet: A Fast Network for Deep Video Denoising Matias Tassano J. Delon T. Veit 19 130 0 04 Jun 2019
Learning Deep Image Priors for Blind Image Denoising Xianxu Hou Hongming Luo Jingxin Liu Bolei Xu Ke Sun Yuanhao Gong Bozhi Liu Guoping Qiu 33 7 0 04 Jun 2019
Plug-and-Play Methods Provably Converge with Properly Trained Denoisers Ernest K. Ryu Jialin Liu Sicheng Wang Xiaohan Chen Zhangyang Wang W. Yin AI4CE 24 348 0 14 May 2019
Deep Plug-and-play Prior for Low-rank Tensor Completion Xile Zhao Wen-Hao Xu Tai-Xiang Jiang Yao Wang Michael K. Ng 31 91 0 11 May 2019
Learning Raw Image Denoising with Bayer Pattern Unification and Bayer Preserving Augmentation Jiaming Liu Chihao Wu Yuzhi Wang Qin Xu Yuqian Zhou ... Chuan Wang Shaofan Cai Yifan Ding Haoqiang Fan Jue Wang 31 68 0 29 Apr 2019
ViDeNN: Deep Blind Video Denoising M. Claus Jan van Gemert 27 95 0 24 Apr 2019