HINet: Half Instance Normalization Network for Image Restoration

13 May 2021

Papers citing "HINet: Half Instance Normalization Network for Image Restoration"

50 / 60 papers shown

Title
EventDiff: A Unified and Efficient Diffusion Model Framework for Event-based Video Frame Interpolation Hanle Zheng Xujie Han Zegang Peng Shangbin Zhang Guangxun Du Zhuo Zou X. Wang Jibin Wu Hao Guo Lei Deng DiffM VGen 50 0 0 13 May 2025
CMAWRNet: Multiple Adverse Weather Removal via a Unified Quaternion Neural Architecture V. Frants S. Agaian K. Panetta Peter Huang 41 0 0 03 May 2025
Learning Fine-grained Domain Generalization via Hyperbolic State Space Hallucination Qi Bi Jingjun Yi Haolan Zhan Wei Ji Gui-Song Xia 46 1 0 10 Apr 2025
One-Step Diffusion Model for Image Motion-Deblurring X. Liu Yuquan Wang Z. Chen Jiezhang Cao He Zhang Y. Zhang Xiaokang Yang DiffM 76 0 0 09 Mar 2025
TANet: Triplet Attention Network for All-In-One Adverse Weather Image Restoration Hsing-Hua Wang Fu-Jen Tsai Yen-Yu Lin Chia-Wen Lin ViT 26 1 0 10 Oct 2024
Interpreting Low-level Vision Models with Causal Effect Maps Jinfan Hu Jinjin Gu Shiyao Yu Fanghua Yu Zheyuan Li Zhiyuan You Chaochao Lu Chao Dong CML 48 2 0 29 Jul 2024
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring Xintian Mao Qingli Li Yan Wang 45 14 0 13 Jun 2024
Exploring the Efficacy of Group-Normalization in Deep Learning Models for Alzheimer's Disease Classification Gousia Habib Ishfaq Ahmed Malik Jameel Ahmad Imtiaz Ahmed Shaima Qureshi 29 0 0 01 Apr 2024
Gyro-based Neural Single Image Deblurring Heemin Yang Jaesung Rim Seungyong Lee Seung-Hwan Baek Sunghyun Cho 34 1 0 01 Apr 2024
GAMA-IR: Global Additive Multidimensional Averaging for Fast Image Restoration Youssef Mansour Reinhard Heckel 40 0 0 31 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 21 3 0 30 Mar 2024
Harmonizing Light and Darkness: A Symphony of Prior-guided Data Synthesis and Adaptive Focus for Nighttime Flare Removal Lishen Qu Shihao Zhou Jinshan Pan Jinglei Shi Duosheng Chen Jufeng Yang 46 1 0 30 Mar 2024
Learning Enriched Features via Selective State Spaces Model for Efficient Image Deblurring Huiyu Gao Depeng Dang 40 13 0 29 Mar 2024
Segmentation Guided Sparse Transformer for Under-Display Camera Image Restoration Jingyun Xue Tao Wang Jun Wang Kaihao Zhang ViT 45 2 0 09 Mar 2024
ARIN: Adaptive Resampling and Instance Normalization for Robust Blind Inpainting of Dunhuang Cave Paintings Alexander Schmidt Prathmesh Madhu Andreas K. Maier Vincent Christlein Ronak Kosti 21 3 0 25 Feb 2024
GOOD: Towards Domain Generalized Orientated Object Detection Qi Bi Beichen Zhou Jingjun Yi Wei Ji Haolan Zhan Gui-Song Xia ObjD OOD 82 2 0 20 Feb 2024
CascadedGaze: Efficiency in Global Context Extraction for Image Restoration Amirhosein Ghasemabadi Muhammad Kamran Janjua Mohammad Salameh Chunhua Zhou Fengyu Sun Di Niu 35 11 0 26 Jan 2024
Limitations of Data-Driven Spectral Reconstruction -- Optics-Aware Analysis and Mitigation Qiang Fu Matheus Souza E. Choi Suhyun Shin Seung-Hwan Baek Wolfgang Heidrich 45 0 0 08 Jan 2024
NDELS: A Novel Approach for Nighttime Dehazing, Low-Light Enhancement, and Light Suppression Silvano Bernabel S. Agaian 41 3 0 11 Dec 2023
Prompt-In-Prompt Learning for Universal Image Restoration Zilong Li Yiming Lei Chenglong Ma Junping Zhang Hongming Shan VLM 37 25 0 08 Dec 2023
An Ensemble Model for Distorted Images in Real Scenarios Boyu Ji Jianchang Huang Wenzhuo Huang Shuke He 26 0 0 26 Sep 2023
CNN Injected Transformer for Image Exposure Correction Shuning Xu Xiangyu Chen Binbin Song Jiantao Zhou ViT 19 6 0 08 Sep 2023
Prompt-based Ingredient-Oriented All-in-One Image Restoration Huiyu Gao Depeng Dang DiffM 29 12 0 06 Sep 2023
A Stronger Stitching Algorithm for Fisheye Images based on Deblurring and Registration Jing Hao Jingming Xie Jinyuan Zhang Moyun Liu 28 7 0 22 Jul 2023
Uncertainty-Driven Multi-Scale Feature Fusion Network for Real-time Image Deraining M. Tong Xu Yan Yongzhen Wang 20 0 0 19 Jul 2023
Flare7K++: Mixing Synthetic and Real Datasets for Nighttime Flare Removal and Beyond Yu Dai Chongyi Li Shangchen Zhou Ruicheng Feng Yihang Luo Chen Change Loy 25 26 0 07 Jun 2023
A Unified Conditional Framework for Diffusion-based Image Restoration Y. Zhang Xiaoyu Shi Dasong Li Xiaogang Wang Jian Wang Hongsheng Li DiffM 33 22 0 31 May 2023
Neural Image Re-Exposure Xinyu Zhang Hefei Huang Xu Jia D. Wang Huchuan Lu 28 4 0 23 May 2023
A Mountain-Shaped Single-Stage Network for Accurate Image Restoration Huiyu Gao J. Yang Ying Zhang Ning Wang Jing Yang Depeng Dang 27 18 0 09 May 2023
Masked Autoencoders as Image Processors Huiyu Duan Wei Shen Xiongkuo Min Danyang Tu Long Teng Jia Wang Guangtao Zhai ViT 33 11 0 30 Mar 2023
Nighttime Smartphone Reflective Flare Removal Using Optical Center Symmetry Prior Yu Dai Yihang Luo Shangchen Zhou Chongyi Li Chen Change Loy 32 20 0 27 Mar 2023
MSFA-Frequency-Aware Transformer for Hyperspectral Images Demosaicing Haijin Zeng Kai Feng Shaoguang Huang Jiezhang Cao Yongyong Chen Hongyan Zhang H. Luong Wilfried Philips 21 1 0 23 Mar 2023
Scale-aware Two-stage High Dynamic Range Imaging Hui Li Xuyang Yao Wuyuan Xie Miaohui Wang 15 0 0 12 Mar 2023
Mixed Hierarchy Network for Image Restoration Huiyu Gao Depeng Dang 29 14 0 19 Feb 2023
Take a Prior from Other Tasks for Severe Blur Removal Pei Wang Danna Xue Yu Zhu Jinqiu Sun Qingsen Yan Sung-eui Yoon Yanning Zhang 26 1 0 14 Feb 2023
Multiscale Structure Guided Diffusion for Image Deblurring Mengwei Ren M. Delbracio Hossein Talebi Guido Gerig P. Milanfar DiffM 21 59 0 04 Dec 2022
Real-time Blind Deblurring Based on Lightweight Deep-Wiener-Network Run-Bo Li Yang Yu Charlie Haywood 19 1 0 29 Nov 2022
DynamicISP: Dynamically Controlled Image Signal Processor for Image Recognition Masakazu Yoshimura Junji Otsuka Atsushi Irie Takeshi Ohashi VLM 29 17 0 02 Nov 2022
CNSNet: A Cleanness-Navigated-Shadow Network for Shadow Removal Qianhao Yu Naishan Zheng Jie Huang Fengmei Zhao 24 13 0 06 Sep 2022
Learning Degradation Representations for Image Deblurring Dasong Li Y. Zhang Ka Chun Cheung Xiaogang Wang Hongwei Qin Hongsheng Li 22 55 0 10 Aug 2022
DeScoD-ECG: Deep Score-Based Diffusion Model for ECG Baseline Wander and Noise Removal Huayu Li G. Ditzler Janet Roveda Ao Li DiffM 22 49 0 31 Jul 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 21 17 0 07 Jul 2022
Annular Computational Imaging: Capture Clear Panoramic Images through Simple Lens Qi Jiang Haowen Shi Lei Sun Shaohua Gao Kailun Yang Kaiwei Wang 27 17 0 13 Jun 2022
Toward Real-world Single Image Deraining: A New Benchmark and Beyond Wei Li Qiming Zhang Jing Zhang Zhen Huang Xinmei Tian Dacheng Tao 34 21 0 11 Jun 2022
Multi-scale frequency separation network for image deblurring Yanni Zhang Qiangjie Li Miao Qi Di Liu Jun Kong Jianzhong Wang 13 32 0 01 Jun 2022
Real-World Deep Local Motion Deblurring Haoying Li Ziran Zhang Tingting Jiang Peng Luo H. Feng Zhihai Xu 22 26 0 18 Apr 2022
MST++: Multi-stage Spectral-wise Transformer for Efficient Spectral Reconstruction Yuanhao Cai Jing Lin Zudi Lin Haoqian Wang Yulun Zhang Hanspeter Pfister Radu Timofte Luc Van Gool 19 171 0 17 Apr 2022
FCL-GAN: A Lightweight and Real-Time Baseline for Unsupervised Blind Image Deblurring Suiyi Zhao Zhao Zhang Richang Hong Mingliang Xu Yi Yang Meng Wang 18 41 0 16 Apr 2022
Simple Baselines for Image Restoration Liangyu Chen Xiaojie Chu X. Zhang Jian-jun Sun 53 833 0 10 Apr 2022
Zero-shot Blind Image Denoising via Implicit Neural Representations Chaewon Kim Jaeho Lee Jinwoo Shin 19 13 0 05 Apr 2022