Simple Baselines for Image Restoration

10 April 2022

Papers citing "Simple Baselines for Image Restoration"

50 / 407 papers shown

Title
MUSE: Flexible Voiceprint Receptive Fields and Multi-Path Fusion Enhanced Taylor Transformer for U-Net-based Speech Enhancement Zizhen Lin Xiaoting Chen Junyu Wang 19 2 0 07 Jun 2024
$End-to-End Hybrid Refractive-Diffractive Lens Design with Differentiable Ray-Wave Model$ End-to-End Hybrid Refractive-Diffractive Lens Design with Differentiable Ray-Wave Model Xinge Yang Matheus Souza Kunyi Wang Praneeth Chakravarthula Qiang Fu Wolfgang Heidrich 15 2 0 02 Jun 2024
Sharing Key Semantics in Transformer Makes Efficient Image Restoration Bin Ren Yawei Li Jingyun Liang Rakesh Ranjan Mengyuan Liu Rita Cucchiara Luc Van Gool Ming-Hsuan Yang N. Sebe 30 3 0 30 May 2024
Efficient Degradation-aware Any Image Restoration Eduard Zamfir Zongwei Wu Nancy Mehta Danda Dani Paudel Yulun Zhang Radu Timofte 21 5 0 24 May 2024
Efficient Visual State Space Model for Image Deblurring Lingshun Kong Jiangxin Dong Ming-Hsuan Yang Jinshan Pan 36 3 0 23 May 2024
Emphasizing Crucial Features for Efficient Image Restoration Huiyu Gao Bowen Ma Ying Zhang Jing Yang Jing Yang Depeng Dang 22 0 0 19 May 2024
NAFRSSR: a Lightweight Recursive Network for Efficient Stereo Image Super-Resolution Yihong Chen Zhen Fan Shuai Dong Zhiwei Chen Wenjie Li ... Min Zeng Xubing Lu G. Zhou Xingsen Gao Jun-Ming Liu 21 0 0 14 May 2024
Learning A Spiking Neural Network for Efficient Image Deraining Tianyu Song Guiyue Jin Pengpeng Li Kui Jiang Xiang Chen Jiyu Jin 39 9 0 10 May 2024
RPBG: Towards Robust Neural Point-based Graphics in the Wild Qingtian Zhu Zizhuang Wei Zhongtian Zheng Yifan Zhan Zhuyu Yao Jiawang Zhang Kejian Wu Yinqiang Zheng 30 2 0 09 May 2024
Multi-Level Feature Fusion Network for Lightweight Stereo Image Super-Resolution Yunxiang Li Wenbin Zou Qiaomu Wei Feng Huang Jing Wu 19 1 0 09 May 2024
MIPI 2024 Challenge on Demosaic for HybridEVS Camera: Methods and Results Yaqi Wu Zhihao Fan X. Chu Jimmy S. Ren Xiaoming Li ... Hui Xiong Wei Yu Bingchun Luo S. Nathan Priya Kansal 26 3 0 08 May 2024
Evaluation of Video-Based rPPG in Challenging Environments: Artifact Mitigation and Network Resilience Nhi H. Nguyen L. Nguyen Honghan Li Miguel Bordallo López Constantino Álvarez Casado 25 2 0 02 May 2024
MCMS: Multi-Category Information and Multi-Scale Stripe Attention for Blind Motion Deblurring Nianzu Qiao Lamei Di Changyin Sun 27 0 0 02 May 2024
MIPI 2024 Challenge on Nighttime Flare Removal: Methods and Results Yu Dai Dafeng Zhang Xiaoming Li Zongsheng Yue Chongyi Li ... Yingli Zhang Mingde Hou S. YaoLevinM Aniruth Sundararajan Hari Kumar 27 1 0 30 Apr 2024
Masked Spatial Propagation Network for Sparsity-Adaptive Depth Refinement Jinyoung Jun Jae-Han Lee Chang-Su Kim 20 2 0 30 Apr 2024
The Third Monocular Depth Estimation Challenge Jaime Spencer Fabio Tosi Matteo Poggi Ripudaman Singh Arora Chris Russell ... Albert Luginov Muhammad Shahzad Seyed Hosseini Aleksander Trajcevski James H. Elder MDE 33 7 0 25 Apr 2024
Deep RAW Image Super-Resolution. A NTIRE 2024 Challenge Survey Marcos V. Conde Florin-Alexandru Vasluianu Radu Timofte Jianxing Zhang Jia Li ... Jun Chen Jinyang Yu Kele Xu Qisheng Xu Yong Dou SupR 22 13 0 24 Apr 2024
NTIRE 2024 Challenge on Low Light Image Enhancement: Methods and Results Xiaoning Liu Zongwei Wu Ao Li Florin-Alexandru Vasluianu Yulun Zhang ... Hailong Yan Y. Zhang Baiang Li Jingyi Zhang Huan Zheng 32 25 0 22 Apr 2024
Motion-adaptive Separable Collaborative Filters for Blind Motion Deblurring Chengxu Liu Xuan Wang Xiangyu Xu Ruhao Tian Shuai Li Xueming Qian Ming-Hsuan Yang 28 13 0 19 Apr 2024
Real-World Efficient Blind Motion Deblurring via Blur Pixel Discretization Insoo Kim Jae Seok Choi Geonseok Seo Kinam Kwon Jinwoo Shin Hyong-Euk Lee 38 3 0 18 Apr 2024
CU-Mamba: Selective State Space Models with Channel Learning for Image Restoration Rui Deng Tianpei Gu Mamba 37 16 0 17 Apr 2024
Simple Image Signal Processing using Global Context Guidance Omar Elezabi Marcos V. Conde Radu Timofte 14 2 0 17 Apr 2024
Neural Shrödinger Bridge Matching for Pansharpening Zihan Cao Xiao Wu Liang-Jian Deng DiffM 53 2 0 17 Apr 2024
DeblurGS: Gaussian Splatting for Camera Motion Blur Jeongtaek Oh Jaeyoung Chung Dongwoo Lee Kyoung Mu Lee 3DGS 50 9 0 17 Apr 2024
Low-Light Image Enhancement Framework for Improved Object Detection in Fisheye Lens Datasets D. Tran Armstrong Aboah Yuntae Jeon Maged Shoman Minsoo Park Seunghee Park 31 6 0 15 Apr 2024
$NTIRE 2024 Challenge on Image Super-Resolution ($\times$4): Methods and Results$ NTIRE 2024 Challenge on Image Super-Resolution ( $\times$ 4): Methods and Results Zheng Chen Zongwei Wu Eduard Zamfir Kai Zhang Yulun Zhang ... Yan Luo Yanyan Wei Asif Hussain Khan C. Micheloni N. Martinel SupR 28 32 0 15 Apr 2024
Equipping Diffusion Models with Differentiable Spatial Entropy for Low-Light Image Enhancement Wenyi Lian W. Lian Ziwei Luo DiffM 29 1 0 15 Apr 2024
Photo-Realistic Image Restoration in the Wild with Controlled Vision-Language Models Ziwei Luo Fredrik K. Gustafsson Zheng Zhao Jens Sjölund Thomas B. Schon VLM 24 11 0 15 Apr 2024
NIR-Assisted Image Denoising: A Selective Fusion Approach and A Real-World Benchmark Dataset Rongjian Xu Zhilu Zhang Ren-Rong Wu Wangmeng Zuo 41 2 0 12 Apr 2024
Implicit Multi-Spectral Transformer: An Lightweight and Effective Visible to Infrared Image Translation Model Yijia Chen Pinghua Chen Xiangxin Zhou Yingtie Lei Ziyang Zhou Mingxian Li 32 1 0 10 Apr 2024
NAF-DPM: A Nonlinear Activation-Free Diffusion Probabilistic Model for Document Enhancement Giordano Cicchetti Danilo Comminiello 21 4 0 08 Apr 2024
Dynamic Pre-training: Towards Efficient and Scalable All-in-One Image Restoration Akshay Dudhane Omkar Thawakar Syed Waqas Zamir Salman Khan Fahad Shahbaz Khan Ming-Hsuan Yang AI4CE 30 6 0 02 Apr 2024
Gyro-based Neural Single Image Deblurring Heemin Yang Jaesung Rim Seungyong Lee Seung-Hwan Baek Sunghyun Cho 21 1 0 01 Apr 2024
GAMA-IR: Global Additive Multidimensional Averaging for Fast Image Restoration Youssef Mansour Reinhard Heckel 21 0 0 31 Mar 2024
IPT-V2: Efficient Image Processing Transformer using Hierarchical Attentions Zhijun Tu Kunpeng Du Hanting Chen Hai-lin Wang Wei Li Jie Hu Yunhe Wang ViT 31 4 0 31 Mar 2024
Spread Your Wings: A Radial Strip Transformer for Image Deblurring Duosheng Chen Shihao Zhou Jinshan Pan Jinglei Shi Lishen Qu Jufeng Yang ViT 19 0 0 30 Mar 2024
SGDFormer: One-stage Transformer-based Architecture for Cross-Spectral Stereo Image Guided Denoising Runmin Zhang Zhuopu Yu Zehua Sheng Jiacheng Ying Sixi Cao Shu-Jie Chen Bailin Yang Junwei Li Hui-Liang Shen 14 3 0 30 Mar 2024
Seeing the Unseen: A Frequency Prompt Guided Transformer for Image Restoration Shihao Zhou Jinshan Pan Jinglei Shi Duosheng Chen Lishen Qu Jufeng Yang VLM 21 3 0 30 Mar 2024
Look-Around Before You Leap: High-Frequency Injected Transformer for Image Restoration Shihao Zhou Duosheng Chen Jinshan Pan Jufeng Yang 32 2 0 30 Mar 2024
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring Huiyu Gao Depeng Dang 32 13 0 29 Mar 2024
A Parallel Attention Network for Cattle Face Recognition Jiayu Li Xuechao Zou Shiying Wang Ben Chen Junliang Xing Pin Tao CVBM 16 0 0 29 Mar 2024
Towards Image Ambient Lighting Normalization Florin-Alexandru Vasluianu Tim Seizinger Zongwei Wu Rakesh Ranjan Radu Timofte DiffM 39 2 0 27 Mar 2024
SeNM-VAE: Semi-Supervised Noise Modeling with Hierarchical Variational Autoencoder Dihan Zheng Yihang Zou Xiaowen Zhang Chenglong Bao DiffM 16 0 0 26 Mar 2024
Distilling Semantic Priors from SAM to Efficient Image Restoration Models Quan Zhang Xiaoyu Liu Wei Li Hanting Chen Junchao Liu Jie Hu Zhiwei Xiong Chun Yuan Yunhe Wang 19 14 0 25 Mar 2024
Blur2Blur: Blur Conversion for Unsupervised Image Deblurring on Unknown Domains Bang-Dang Pham Phong Tran Anh Tran Cuong Pham Rang Nguyen Minh Hoai 12 3 0 24 Mar 2024
Latent Neural Cellular Automata for Resource-Efficient Image Restoration Andrea Menta Alberto Archetti Matteo Matteucci 36 0 0 22 Mar 2024
AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation Yuning Cui Syed Waqas Zamir Salman Khan Alois Knoll Mubarak Shah Fahad Shahbaz Khan 24 17 0 21 Mar 2024
VmambaIR: Visual State Space Model for Image Restoration Yuan Shi Bin Xia Xiaoyu Jin Xing Wang Tianyu Zhao Xin Xia Xuefeng Xiao Wenming Yang 37 51 0 18 Mar 2024
Selective Hourglass Mapping for Universal Image Restoration Based on Diffusion Model Dian Zheng Xiao-Ming Wu Shuzhou Yang Jian Zhang Jianfang Hu Wei-Shi Zheng DiffM 33 27 0 17 Mar 2024
PQDynamicISP: Dynamically Controlled Image Signal Processor for Any Image Sensors Pursuing Perceptual Quality Masakazu Yoshimura Junji Otsuka Takeshi Ohashi 21 2 0 15 Mar 2024