Multi-level Wavelet-CNN for Image Restoration

18 May 2018

Papers citing "Multi-level Wavelet-CNN for Image Restoration"

50 / 83 papers shown

Title
Multi-Scale Target-Aware Representation Learning for Fundus Image Enhancement Haofan Wu Yin Huang Yuqing Wu Qiuyu Yang Bingfang Wang ... Abdul Fattah Memon Daizong Ji Wenjie Qu Ghulam Mustafa Yin Fang MedIm 30 0 0 03 May 2025
WaveDH: Wavelet Sub-bands Guided ConvNet for Efficient Image Dehazing Seongmin Hwang Daeyoung Han Cheolkon Jung Moongu Jeon 78 5 0 20 Jan 2025
WaveMamba: Spatial-Spectral Wavelet Mamba for Hyperspectral Image Classification Muhammad Ahmad Muhammad Usama Manual Mazzara Mamba 76 9 0 02 Aug 2024
LiteVAE: Lightweight and Efficient Variational Autoencoders for Latent Diffusion Models Seyedmorteza Sadat Jakob Buhmann Derek Bradley Otmar Hilliges Romann M. Weber 51 9 0 23 May 2024
JDEC: JPEG Decoding via Enhanced Continuous Cosine Coefficients Woo Kyoung Han Sunghoon Im Jaedeok Kim Kyong Hwan Jin 40 2 0 03 Apr 2024
On normalization-equivariance properties of supervised and unsupervised denoising methods: a survey Sébastien Herbreteau Charles Kervrann OOD 43 0 0 23 Feb 2024
A cross Transformer for image denoising Chunwei Tian Menghua Zheng Wangmeng Zuo Shichao Zhang Yanning Zhang Chia-Wen Lin ViT 24 73 0 16 Oct 2023
Stage-by-stage Wavelet Optimization Refinement Diffusion Model for Sparse-View CT Reconstruction Kai Xu Shiyu Lu Bin Huang Weiwen Wu Qie-gen Liu DiffM 19 21 0 30 Aug 2023
Low-Light Enhancement in the Frequency Domain Hao Chen Zhi Jin 27 2 0 29 Jun 2023
Computational Modeling of Deep Multiresolution-Fractal Texture and Its Application to Abnormal Brain Tissue Segmentation A. Temtam Linmin Pei Khan M. Iftekharuddin 18 0 0 07 Jun 2023
EWT: Efficient Wavelet-Transformer for Single Image Denoising Juncheng Li Bodong Cheng Ying-Cong Chen Guangwei Gao T. Zeng ViT 30 22 0 13 Apr 2023
Waving Goodbye to Low-Res: A Diffusion-Wavelet Approach for Image Super-Resolution Brian B. Moser Stanislav Frolov Federico Raue Sebastián M. Palacio Andreas Dengel 40 15 0 04 Apr 2023
MM-BSN: Self-Supervised Image Denoising for Real-World with Multi-Mask based on Blind-Spot Network Dan Zhang Fangfang Zhou Yuwen Jiang Zhengming Fu 34 46 0 04 Apr 2023
Masked Autoencoders as Image Processors Huiyu Duan Wei Shen Xiongkuo Min Danyang Tu Long Teng Jia Wang Guangtao Zhai ViT 38 11 0 30 Mar 2023
Efficient and Explicit Modelling of Image Hierarchies for Image Restoration Yawei Li Yuchen Fan Xiaoyu Xiang D. Demandolx Rakesh Ranjan Radu Timofte Luc Van Gool 35 173 0 01 Mar 2023
Spatial-Frequency Attention for Image Denoising Shi Guo Hongwei Yong Xindong Zhang Jianqi Ma Lei Zhang ViT AI4TS 32 15 0 27 Feb 2023
A residual dense vision transformer for medical image super-resolution with segmentation-based perceptual loss fine-tuning Jin Zhu Guang Yang Pietro Lio ViT MedIm 32 5 0 22 Feb 2023
Hierarchical Disentangled Representation for Invertible Image Denoising and Beyond Wenchao Du Hu Chen Yan Zhang H. Yang 34 1 0 31 Jan 2023
Self-Supervised Image Restoration with Blurry and Noisy Pairs Zhilu Zhang Rongjian Xu Ming-Yu Liu Zifei Yan W. Zuo 40 12 0 14 Nov 2022
Gated Recurrent Unit for Video Denoising Kai Guo Seungwon Choi Jongseong Choi 27 0 0 17 Oct 2022
Spherical Image Inpainting with Frame Transformation and Data-driven Prior Deep Networks Jianfei Li Chao Huang Raymond H. F. Chan Han Feng M. Ng T. Zeng 24 4 0 29 Sep 2022
Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration Marcos V. Conde Ui-Jin Choi Maxime Burchi Radu Timofte ViT 62 135 0 22 Sep 2022
MIPI 2022 Challenge on Under-Display Camera Image Restoration: Methods and Results Ruicheng Feng Chongyi Li Shangchen Zhou W. Sun Qingpeng Zhu Jun Jiang Qingyu Yang Chen Change Loy Liang Feng 40 20 0 15 Sep 2022
Boosting Night-time Scene Parsing with Learnable Frequency Zhifeng Xie Sen Wang Ke Xu Zhizhong Zhang Xin Tan Yuan Xie Lizhuang Ma 37 21 0 30 Aug 2022
A Unified Image Preprocessing Framework For Image Compression Moqi Zhang Weihui Deng Xiaocheng Li 19 2 0 15 Aug 2022
D2HNet: Joint Denoising and Deblurring with Hierarchical Network for Robust Night Image Restoration Yuzhi Zhao Yongzhe Xu Qiong Yan Dingdong Yang Xuehui Wang L. Po 3DV 29 17 0 07 Jul 2022
Variational Deep Image Restoration Jae Woong Soh N. Cho SupR 51 39 0 03 Jul 2022
Scaleformer: Iterative Multi-scale Refining Transformers for Time Series Forecasting Amin Shabani A. Abdi Li Meng Tristan Sylvain AI4TS 27 61 0 08 Jun 2022
Image Super-resolution with An Enhanced Group Convolutional Neural Network Chunwei Tian Yixuan Yuan Shichao Zhang Chia-Wen Lin W. Zuo David C. Zhang SupR 20 97 0 29 May 2022
WaveMix: A Resource-efficient Neural Network for Image Analysis Pranav Jeevan Kavitha Viswanathan S. AnanduA A. Sethi 26 20 0 28 May 2022
Dense residual Transformer for image denoising Chao Yao Shuo Jin Meiqin Liu Xiaojuan Ban ViT 51 29 0 14 May 2022
A Multi-Head Convolutional Neural Network With Multi-path Attention improves Image Denoising Jiahong Zhang Meijun Qu Ye Wang Lihong Cao 16 6 0 27 Apr 2022
Physics-Driven Deep Learning for Computational Magnetic Resonance Imaging Kerstin Hammernik Thomas Kustner Burhaneddin Yaman Zhengnan Huang Daniel Rueckert Florian Knoll Mehmet Akçakaya PINN MedIm AI4CE 32 70 0 23 Mar 2022
AP-BSN: Self-Supervised Denoising for Real-World Images via Asymmetric PD and Blind-Spot Network Wooseok Lee Sanghyun Son Kyoung Mu Lee 42 117 0 22 Mar 2022
Wavelet Knowledge Distillation: Towards Efficient Image-to-Image Translation Linfeng Zhang Xin Chen Xiaobing Tu Pengfei Wan N. Xu Kaisheng Ma 16 62 0 12 Mar 2022
Frequency-driven Imperceptible Adversarial Attack on Semantic Similarity Cheng Luo Qinliang Lin Weicheng Xie Bizhu Wu Jinheng Xie Linlin Shen AAML 36 101 0 10 Mar 2022
Alternative design of DeepPDNet in the context of image restoration Mingyuan Jiu N. Pustelnik 27 2 0 20 Feb 2022
C2N: Practical Generative Noise Modeling for Real-World Denoising Geonwoon Jang Wooseok Lee Sanghyun Son Kyoung Mu Lee DiffM 33 78 0 19 Feb 2022
Towards Low Light Enhancement with RAW Images Haofeng Huang Wenhan Yang Yueyu Hu Jiaying Liu Ling-yu Duan 27 52 0 28 Dec 2021
Improving Image Restoration by Revisiting Global Information Aggregation Xiaojie Chu Liangyu Chen Chengpeng Chen Xin Lu 25 88 0 08 Dec 2021
Restormer: Efficient Transformer for High-Resolution Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang ViT 82 2,128 0 18 Nov 2021
Palette: Image-to-Image Diffusion Models Chitwan Saharia William Chan Huiwen Chang Chris A. Lee Jonathan Ho Tim Salimans David J. Fleet Mohammad Norouzi DiffM VLM 357 1,597 0 10 Nov 2021
SDWNet: A Straight Dilated Network with Wavelet Transformation for Image Deblurring Wenbin Zou Mingchao Jiang Yunchen Zhang Liang Chen Zhiyong Lu Yi Wu 64 80 0 12 Oct 2021
Universal Face Restoration With Memorized Modulation Jia Li Huaibo Huang Xiaofei Jia Ran He CVBM 36 2 0 03 Oct 2021
Structure-Preserving Image Super-Resolution Cheng Ma Yongming Rao Jiwen Lu Jie Zhou SupR 29 65 0 26 Sep 2021
SwinIR: Image Restoration Using Swin Transformer Christos Sakaridis Jie Cao Guolei Sun Peng Sun Luc Van Gool Radu Timofte ViT 86 2,821 0 23 Aug 2021
Structure-Preserving Deraining with Residue Channel Prior Guidance Qiaosi Yi Juncheng Li Qi Dai Faming Fang Guixu Zhang T. Zeng 33 101 0 20 Aug 2021
Learning RAW-to-sRGB Mappings with Inaccurately Aligned Supervision Zhilu Zhang Haolin Wang Ming-Yu Liu Ruohao Wang Jiawei Zhang W. Zuo 26 41 0 18 Aug 2021
WaveCNet: Wavelet Integrated CNNs to Suppress Aliasing Effect for Noise-Robust Image Classification Qiufu Li Linlin Shen Sheng Guo Zhihui Lai OOD 23 84 0 28 Jul 2021
Controllable Confidence-Based Image Denoising Haley Owsianko Florian Cassayre Qiyuan Liang 16 1 0 17 Jun 2021