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MSP-Former: Multi-Scale Projection Transformer for Single Image
  Desnowing
v1v2v3 (latest)

MSP-Former: Multi-Scale Projection Transformer for Single Image Desnowing

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
12 July 2022
Sixiang Chen
Tian-Chun Ye
Yun-Peng Liu
Taodong Liao
Y. Ye
Erkang Chen
Peng Chen
    ViT
ArXiv (abs)PDFHTMLGithub

Papers citing "MSP-Former: Multi-Scale Projection Transformer for Single Image Desnowing"

31 / 31 papers shown
Learning to Restore Multi-Degraded Images via Ingredient Decoupling and Task-Aware Path Adaptation
Learning to Restore Multi-Degraded Images via Ingredient Decoupling and Task-Aware Path Adaptation
Hu Gao
Xiaoning Lei
Ying Zhang
Xichen Xu
Guannan Jiang
Lizhuang Ma
257
0
0
07 Nov 2025
Clear Roads, Clear Vision: Advancements in Multi-Weather Restoration for Smart Transportation
Clear Roads, Clear Vision: Advancements in Multi-Weather Restoration for Smart Transportation
Vijay M. Galshetwar
Praful Hambarde
Prashant Patil
Akshay Dudhane
Sachin Chaudhary
171
1
0
10 Oct 2025
Robust Adverse Weather Removal via Spectral-based Spatial Grouping
Robust Adverse Weather Removal via Spectral-based Spatial Grouping
Yuhwan Jeong
Yunseo Yang
Youngho Yoon
Kuk-Jin Yoon
309
0
0
30 Jul 2025
Controllable Weather Synthesis and Removal with Video Diffusion Models
Controllable Weather Synthesis and Removal with Video Diffusion Models
Chih-Hao Lin
Liang Luo
Ruofan Liang
Yuxuan Zhang
Sanja Fidler
Shenlong Wang
Zan Gojcic
DiffMVGen
444
6
0
01 May 2025
RouteWinFormer: A Route-Window Transformer for Middle-range Attention in Image Restoration
RouteWinFormer: A Route-Window Transformer for Middle-range Attention in Image Restoration
Qifan Li
Tianyi Liang
Xingtao Wang
Xiaopeng Fan
ViT
326
1
0
23 Apr 2025
Pseudo-Label Guided Real-World Image De-weathering: A Learning Framework with Imperfect Supervision
Pseudo-Label Guided Real-World Image De-weathering: A Learning Framework with Imperfect Supervision
Heming Xu
Xiaohui Liu
Zhilu Zhang
Hongzhi Zhang
Xiaohe Wu
Wangmeng Zuo
278
0
0
14 Apr 2025
SpaceVLLM: Endowing Multimodal Large Language Model with Spatio-Temporal Video Grounding Capability
SpaceVLLM: Endowing Multimodal Large Language Model with Spatio-Temporal Video Grounding Capability
Jiankang Wang
Zhihan Zhang
Zhihang Liu
Yongqian Li
Jiannan Ge
Hongtao Xie
Yongdong Zhang
569
6
0
18 Mar 2025
Wavelet-Enhanced Desnowing: A Novel Single Image Restoration Approach for Traffic Surveillance under Adverse Weather Conditions
Wavelet-Enhanced Desnowing: A Novel Single Image Restoration Approach for Traffic Surveillance under Adverse Weather ConditionsIEEE Access (IEEE Access), 2025
Zihan Shen
Yu Xuan
Qingyu Yang
245
0
0
03 Mar 2025
Towards Context-aware Convolutional Network for Image Restoration
Towards Context-aware Convolutional Network for Image RestorationKnowledge-Based Systems (KBS), 2024
Fangwei Hao
Ji Du
Weiyun Liang
Jing Xu
Xiaoxuan Xu
SupR
422
5
0
15 Dec 2024
Chain-of-Restoration: Multi-Task Image Restoration Models are Zero-Shot
  Step-by-Step Universal Image Restorers
Chain-of-Restoration: Multi-Task Image Restoration Models are Zero-Shot Step-by-Step Universal Image Restorers
Jin Cao
Deyu Meng
Xiangyong Cao
CLL
297
4
0
11 Oct 2024
Optimization Proxies using Limited Labeled Data and Training Time -- A Semi-Supervised Bayesian Neural Network Approach
Optimization Proxies using Limited Labeled Data and Training Time -- A Semi-Supervised Bayesian Neural Network Approach
Parikshit Pareek
Abhijith Jayakumar
K. Sundar
Sidhant Misra
Sidhant Misra
654
28
0
04 Oct 2024
Unsupervised Low-light Image Enhancement with Lookup Tables and
  Diffusion Priors
Unsupervised Low-light Image Enhancement with Lookup Tables and Diffusion Priors
Yunlong Lin
Zhenqi Fu
Kairun Wen
Tian-Chun Ye
Sixiang Chen
Ge Meng
Yingying Wang
Yue Huang
Xiaotong Tu
Xinghao Ding
DiffM
282
10
0
27 Sep 2024
PanAdapter: Two-Stage Fine-Tuning with Spatial-Spectral Priors Injecting
  for Pansharpening
PanAdapter: Two-Stage Fine-Tuning with Spatial-Spectral Priors Injecting for PansharpeningAAAI Conference on Artificial Intelligence (AAAI), 2024
Ruocheng Wu
ZiEn Zhang
ShangQi Deng
YuLe Duan
LiangJian Deng
236
7
0
11 Sep 2024
Dilated Strip Attention Network for Image Restoration
Dilated Strip Attention Network for Image Restoration
Fangwei Hao
Jiesheng Wu
Ji Du
Yinjie Wang
Jing Xu
311
0
0
26 Jul 2024
Raindrop Clarity: A Dual-Focused Dataset for Day and Night Raindrop
  Removal
Raindrop Clarity: A Dual-Focused Dataset for Day and Night Raindrop Removal
Yeying Jin
Xin Li
Jiadong Wang
Yan Zhang
Malu Zhang
222
23
0
24 Jul 2024
AGLLDiff: Guiding Diffusion Models Towards Unsupervised Training-free
  Real-world Low-light Image Enhancement
AGLLDiff: Guiding Diffusion Models Towards Unsupervised Training-free Real-world Low-light Image Enhancement
Yunlong Lin
Tian-Chun Ye
Sixiang Chen
Zhenqi Fu
Yingying Wang
Wenhao Chai
Zhaohu Xing
Lei Zhu
Xinghao Ding
DiffM
361
26
0
20 Jul 2024
OneRestore: A Universal Restoration Framework for Composite Degradation
OneRestore: A Universal Restoration Framework for Composite Degradation
Yu Guo
Yuan Gao
Yuxu Lu
Huilin Zhu
R. W. Liu
Shengfeng He
DiffM
559
90
0
05 Jul 2024
Emphasizing Crucial Features for Efficient Image Restoration
Emphasizing Crucial Features for Efficient Image Restoration
Huiyu Gao
Bowen Ma
Ying Zhang
Jing Yang
Jing Yang
Depeng Dang
204
2
0
19 May 2024
Parallel Cross Strip Attention Network for Single Image Dehazing
Parallel Cross Strip Attention Network for Single Image DehazingInternational Conferences on Computing, Networks and Internet of Things (ICCCNIT), 2024
L. Tong
Yun-Peng Liu
Tian-Chun Ye
Weijia Li
Liyuan Chen
Erkang Chen
300
0
0
09 May 2024
VersaT2I: Improving Text-to-Image Models with Versatile Reward
VersaT2I: Improving Text-to-Image Models with Versatile Reward
Jianshu Guo
Wenhao Chai
Jie Deng
Hsiang-Wei Huang
Tianbo Ye
Yichen Xu
Jiawei Zhang
Lei Li
Gaoang Wang
VLM
371
23
0
27 Mar 2024
Spiking Wavelet Transformer
Spiking Wavelet Transformer
Yuetong Fang
Ziqing Wang
Lingfeng Zhang
Jiahang Cao
Honglei Chen
Renjing Xu
414
20
0
17 Mar 2024
How Powerful Potential of Attention on Image Restoration?
How Powerful Potential of Attention on Image Restoration?
Cong Wang
Jinshan Pan
Yeying Jin
Liyan Wang
Wei Wang
Gang Fu
Wenqi Ren
Xiaochun Cao
ViT
326
1
0
15 Mar 2024
Reti-Diff: Illumination Degradation Image Restoration with Retinex-based
  Latent Diffusion Model
Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model
Chunming He
Chengyu Fang
Yulun Zhang
Chenyu You
Kai Li
Longxiang Tang
Fengyang Xiao
Xiu Li
Z. Guo
482
71
0
20 Nov 2023
Sparse Sampling Transformer with Uncertainty-Driven Ranking for Unified
  Removal of Raindrops and Rain Streaks
Sparse Sampling Transformer with Uncertainty-Driven Ranking for Unified Removal of Raindrops and Rain StreaksIEEE International Conference on Computer Vision (ICCV), 2023
Sixiang Chen
Tian-Chun Ye
Jinbin Bai
Erkang Chen
Jun Shi
Lei Zhu
268
71
0
27 Aug 2023
Enhancing Visibility in Nighttime Haze Images Using Guided APSF and
  Gradient Adaptive Convolution
Enhancing Visibility in Nighttime Haze Images Using Guided APSF and Gradient Adaptive ConvolutionACM Multimedia (ACM MM), 2023
Yeying Jin
Beibei Lin
Wending Yan
Yuan. Yuan
W. Ye
R. Tan
489
88
0
03 Aug 2023
NightHazeFormer: Single Nighttime Haze Removal Using Prior Query
  Transformer
NightHazeFormer: Single Nighttime Haze Removal Using Prior Query TransformerACM Multimedia (ACM MM), 2023
Yun-Peng Liu
Zhongsheng Yan
Sixiang Chen
Tian-Chun Ye
Wenqi Ren
Erkang Chen
ViT
352
106
0
16 May 2023
Five A$^{+}$ Network: You Only Need 9K Parameters for Underwater Image
  Enhancement
Five A+^{+}+ Network: You Only Need 9K Parameters for Underwater Image EnhancementBritish Machine Vision Conference (BMVC), 2023
Jie Jiang
Tian-Chun Ye
Jinbin Bai
Sixiang Chen
Wenhao Chai
Shi Jun
Yun-Peng Liu
Erkang Chen
273
50
0
15 May 2023
EmoTalk: Speech-Driven Emotional Disentanglement for 3D Face Animation
EmoTalk: Speech-Driven Emotional Disentanglement for 3D Face AnimationIEEE International Conference on Computer Vision (ICCV), 2023
Ziqiao Peng
Hao Wu
Zhenbo Song
Hao-Xuan Xu
Xiangyu Zhu
Jun He
Hongyan Liu
Zhaoxin Fan
CVBM
506
188
0
20 Mar 2023
DEHRFormer: Real-time Transformer for Depth Estimation and Haze Removal
  from Varicolored Haze Scenes
DEHRFormer: Real-time Transformer for Depth Estimation and Haze Removal from Varicolored Haze ScenesIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Sixiang Chen
Tian-Chun Ye
Jun Shi
Yun-Peng Liu
Jie Jiang
Erkang Chen
Peng Chen
ViT
231
15
0
13 Mar 2023
RSFDM-Net: Real-time Spatial and Frequency Domains Modulation Network
  for Underwater Image Enhancement
RSFDM-Net: Real-time Spatial and Frequency Domains Modulation Network for Underwater Image EnhancementInternational Conference on Information Photonics (ICIP), 2023
Jie Jiang
Jinbin Bai
Yun-Peng Liu
Junjie Yin
Sixiang Chen
Tian-Chun Ye
Erkang Chen
244
5
0
23 Feb 2023
Mixed Hierarchy Network for Image Restoration
Mixed Hierarchy Network for Image RestorationPattern Recognition (Pattern Recogn.), 2023
Huiyu Gao
Depeng Dang
322
37
0
19 Feb 2023
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