MODEM: A Morton-Order Degradation Estimation Mechanism for Adverse Weather Image Recovery

23 May 2025

Papers citing "MODEM: A Morton-Order Degradation Estimation Mechanism for Adverse Weather Image Recovery"

41 / 41 papers shown

Title
UniMamba: Unified Spatial-Channel Representation Learning with Group-Efficient Mamba for LiDAR-based 3D Object Detection Xin Jin Haisheng Su Kai Liu Cong Ma Wei Wu Fei Hui Junchi Yan Mamba 135 1 0 15 Mar 2025
Restoring Images in Adverse Weather Conditions via Histogram Transformer Shangquan Sun Wenqi Ren Xinwei Gao Rui Wang Xiaochun Cao 49 27 0 14 Jul 2024
LLEMamba: Low-Light Enhancement via Relighting-Guided Mamba with Deep Unfolding Network Xuanqi Zhang Haijin Zeng Jinwang Pan Qiangqiang Shen Yongyong Chen Mamba 58 6 0 03 Jun 2024
FourierMamba: Fourier Learning Integration with State Space Models for Image Deraining Dong Li Yidi Liu Xueyang Fu Senyan Xu Zheng-Jun Zha Mamba 74 12 0 29 May 2024
Efficient Visual State Space Model for Image Deblurring Lingshun Kong Jiangxin Dong Ming-Hsuan Yang Jinshan Pan 63 4 0 23 May 2024
IRSRMamba: Infrared Image Super-Resolution via Mamba-based Wavelet Transform Feature Modulation Model Y. Huang Tomo Miyazaki Xiaofeng Liu S. Omachi Mamba 61 4 0 16 May 2024
WaterMamba: Visual State Space Model for Underwater Image Enhancement Meisheng Guan Haiyong Xu G. Jiang Mei Yu Yeyao Chen Ting Luo Yang Song Mamba 76 3 0 14 May 2024
Retinexmamba: Retinex-based Mamba for Low-light Image Enhancement Jiesong Bai Yuhao Yin Qiyuan He Yuanxian Li Xiaofeng Zhang Mamba 50 29 0 06 May 2024
CU-Mamba: Selective State Space Models with Channel Learning for Image Restoration Rui Deng Tianpei Gu Mamba 68 17 0 17 Apr 2024
FreqMamba: Viewing Mamba from a Frequency Perspective for Image Deraining Zou Zhen Yu Hu Zhao Feng Mamba 57 38 0 15 Apr 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 68 57 0 18 Mar 2024
MambaIR: A Simple Baseline for Image Restoration with State-Space Model Hang Guo Jinmin Li Tao Dai Zhihao Ouyang Xudong Ren Shu-Tao Xia Mamba 74 217 0 23 Feb 2024
Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model Lianghui Zhu Bencheng Liao Qian Zhang Xinlong Wang Wenyu Liu Xinggang Wang Mamba 66 736 0 17 Jan 2024
U-Mamba: Enhancing Long-range Dependency for Biomedical Image Segmentation Jun Ma Feifei Li Bo Wang Mamba 102 350 0 09 Jan 2024
Mamba: Linear-Time Sequence Modeling with Selective State Spaces Albert Gu Tri Dao Mamba 58 2,552 0 01 Dec 2023
3D Gaussian Splatting for Real-Time Radiance Field Rendering Bernhard Kerbl Georgios Kopanas Thomas Leimkuehler G. Drettakis 3DGS 130 3,534 0 08 Aug 2023
Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models Ozan Özdenizci Robert Legenstein DiffM 53 249 0 29 Jul 2022
Multi-scale Attentive Image De-raining Networks via Neural Architecture Search Lei Cai Yuli Fu W. Huo Youjun Xiang Tao Zhu Yanzhe Zhang Huanqiang Zeng Delu Zeng 90 26 0 02 Jul 2022
Simple Baselines for Image Restoration Liangyu Chen Xiaojie Chu Xinming Zhang Jian Sun 76 851 0 10 Apr 2022
MAXIM: Multi-Axis MLP for Image Processing Zhengzhong Tu Hossein Talebi Han Zhang Feng Yang P. Milanfar A. Bovik Yinxiao Li 78 469 0 09 Jan 2022
TransWeather: Transformer-based Restoration of Images Degraded by Adverse Weather Conditions Jeya Maria Jose Valanarasu R. Yasarla Vishal M. Patel ViT 74 282 0 29 Nov 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 121 2,166 0 18 Nov 2021
Efficiently Modeling Long Sequences with Structured State Spaces Albert Gu Karan Goel Christopher Ré 162 1,719 0 31 Oct 2021
Contrastive Learning for Compact Single Image Dehazing Haiyan Wu Yanyun Qu Shaohui Lin Jingren Zhou Ruizhi Qiao Zhizhong Zhang Yuan Xie Lizhuang Ma 146 568 0 19 Apr 2021
Deep Dense Multi-scale Network for Snow Removal Using Semantic and Geometric Priors Kaihao Zhang Rongqing Li Yanjiang Yu Wenhan Luo Changsheng Li Hongdong Li 59 128 0 21 Mar 2021
Dual Attention-in-Attention Model for Joint Rain Streak and Raindrop Removal Kaihao Zhang Dongxu Li Wenhan Luo Wenqi Ren 50 74 0 12 Mar 2021
ACTION-Net: Multipath Excitation for Action Recognition Zhengwei Wang Qi She A. Smolic 3DPC 51 168 0 11 Mar 2021
Multi-Stage Progressive Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao 139 1,468 0 04 Feb 2021
TrackFormer: Multi-Object Tracking with Transformers Tim Meinhardt A. Kirillov Laura Leal-Taixe Christoph Feichtenhofer VOT 246 755 0 07 Jan 2021
Domain Adaptation for Image Dehazing Yuanjie Shao Lerenhan Li Wenqi Ren Changxin Gao Nong Sang 23 306 0 10 May 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 218 42,038 0 03 Dec 2019
Uncertainty Guided Multi-Scale Residual Learning-using a Cycle Spinning CNN for Single Image De-Raining R. Yasarla Vishal M. Patel 31 267 0 12 Jun 2019
Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning Ruoteng Li L. Cheong R. Tan 53 348 0 10 Apr 2019
Spatial Attentive Single-Image Deraining with a High Quality Real Rain Dataset Tianyu Wang Xin Yang Ke Xu Shaozhe Chen Qiang Zhang Rynson W. H. Lau 34 526 0 02 Apr 2019
Dual Residual Networks Leveraging the Potential of Paired Operations for Image Restoration Xing Liu Masanori Suganuma Zhun Sun Takayuki Okatani 38 204 0 21 Mar 2019
Recurrent Squeeze-and-Excitation Context Aggregation Net for Single Image Deraining Xia Li Jianlong Wu Zhouchen Lin Hong Liu H. Zha 39 730 0 16 Jul 2018
Density-aware Single Image De-raining using a Multi-stream Dense Network He Zhang Vishal M. Patel 86 851 0 21 Feb 2018
Attentive Generative Adversarial Network for Raindrop Removal from a Single Image Rui Qian R. Tan Wenhan Yang Jiajun Su Jiaying Liu GAN 65 631 0 28 Nov 2017
DesnowNet: Context-Aware Deep Network for Snow Removal Yun-Fu Liu Da-Wei Jaw Shih-Chia Huang Lei Li 36 322 0 15 Aug 2017
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 280 19,560 0 21 Nov 2016
SGDR: Stochastic Gradient Descent with Warm Restarts I. Loshchilov Frank Hutter ODL 219 8,030 0 13 Aug 2016