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

12 July 2022

Sixiang Chen

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

30 / 30 papers shown

Title
Controllable Weather Synthesis and Removal with Video Diffusion Models Chih-Hao Lin Zhilin Wang Ruofan Liang Yuxuan Zhang Sanja Fidler Shenlong Wang Zan Gojcic DiffM VGen 48 0 0 01 May 2025
RouteWinFormer: A Route-Window Transformer for Middle-range Attention in Image Restoration Qifan Li Tianyi Liang Xingtao Wang Xiaopeng Fan ViT 33 0 0 23 Apr 2025
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 35 0 0 14 Apr 2025
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 60 0 0 18 Mar 2025
Wavelet-Enhanced Desnowing: A Novel Single Image Restoration Approach for Traffic Surveillance under Adverse Weather Conditions Zihan Shen Yu Xuan Qingyu Yang 36 0 0 03 Mar 2025
Towards Context-aware Convolutional Network for Image Restoration Fangwei Hao Ji Du Weiyun Liang Jing Xu Xiaoxuan Xu SupR 97 0 0 15 Dec 2024
Chain-of-Restoration: Multi-Task Image Restoration Models are Zero-Shot Step-by-Step Universal Image Restorers Jin Cao Deyu Meng Xiangyong Cao CLL 21 1 0 11 Oct 2024
Optimization Proxies using Limited Labeled Data and Training Time -- A Semi-Supervised Bayesian Neural Network Approach Parikshit Pareek K. Sundar Deepjyoti Deka Sidhant Misra Sidhant Misra 29 0 0 04 Oct 2024
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 27 4 0 27 Sep 2024
PanAdapter: Two-Stage Fine-Tuning with Spatial-Spectral Priors Injecting for Pansharpening Ruocheng Wu ZiEn Zhang ShangQi Deng YuLe Duan LiangJian Deng 45 0 0 11 Sep 2024
Dilated Strip Attention Network for Image Restoration Fangwei Hao Jiesheng Wu Ji Du Yinjie Wang Jing Xu 43 0 0 26 Jul 2024
Raindrop Clarity: A Dual-Focused Dataset for Day and Night Raindrop Removal Yeying Jin Xin Li Jiadong Wang Yan Zhang Malu Zhang 35 8 0 24 Jul 2024
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 41 4 0 20 Jul 2024
OneRestore: A Universal Restoration Framework for Composite Degradation Yu Guo Yuan Gao Yuxu Lu Huilin Zhu R. W. Liu Shengfeng He DiffM 42 24 0 05 Jul 2024
Emphasizing Crucial Features for Efficient Image Restoration Huiyu Gao Bowen Ma Ying Zhang Jing Yang Jing Yang Depeng Dang 35 0 0 19 May 2024
Parallel Cross Strip Attention Network for Single Image Dehazing L. Tong Yun-Peng Liu Tian-Chun Ye Weijia Li Liyuan Chen Erkang Chen 32 0 0 09 May 2024
VersaT2I: Improving Text-to-Image Models with Versatile Reward Jianshu Guo Wenhao Chai Jie Deng Hsiang-Wei Huang Tianbo Ye Yichen Xu Jiawei Zhang Jenq-Neng Hwang Gaoang Wang VLM 45 15 0 27 Mar 2024
Spiking Wavelet Transformer Yuetong Fang Ziqing Wang Lingfeng Zhang Jiahang Cao Honglei Chen Renjing Xu 61 5 0 17 Mar 2024
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 28 1 0 15 Mar 2024
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 52 26 0 20 Nov 2023
Sparse Sampling Transformer with Uncertainty-Driven Ranking for Unified Removal of Raindrops and Rain Streaks Sixiang Chen Tian-Chun Ye Jinbin Bai Erkang Chen Jun Shi Lei Zhu 29 40 0 27 Aug 2023
Enhancing Visibility in Nighttime Haze Images Using Guided APSF and Gradient Adaptive Convolution Yeying Jin Beibei Lin Wending Yan Yuan. Yuan W. Ye R. Tan 32 47 0 03 Aug 2023
NightHazeFormer: Single Nighttime Haze Removal Using Prior Query Transformer Yun-Peng Liu Zhongsheng Yan Sixiang Chen Tian-Chun Ye Wenqi Ren Erkang Chen ViT 44 60 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 Enhancement J. Jiang Tian-Chun Ye Jinbin Bai Sixiang Chen Wenhao Chai Shi Jun Yun-Peng Liu Erkang Chen 25 32 0 15 May 2023
EmoTalk: Speech-Driven Emotional Disentanglement for 3D Face Animation Ziqiao Peng Hao Wu Zhenbo Song Hao-Xuan Xu Xiangyu Zhu Jun He Hongyan Liu Zhaoxin Fan CVBM 24 99 0 20 Mar 2023
DEHRFormer: Real-time Transformer for Depth Estimation and Haze Removal from Varicolored Haze Scenes Sixiang Chen Tian-Chun Ye Jun Shi Yun-Peng Liu J. Jiang Erkang Chen Peng Chen ViT 18 13 0 13 Mar 2023
RSFDM-Net: Real-time Spatial and Frequency Domains Modulation Network for Underwater Image Enhancement J. Jiang Jinbin Bai Yun-Peng Liu Junjie Yin Sixiang Chen Tian-Chun Ye Erkang Chen 25 5 0 23 Feb 2023
Mixed Hierarchy Network for Image Restoration Huiyu Gao Depeng Dang 29 14 0 19 Feb 2023
Mobile-Former: Bridging MobileNet and Transformer Yinpeng Chen Xiyang Dai Dongdong Chen Mengchen Liu Xiaoyi Dong Lu Yuan Zicheng Liu ViT 177 476 0 12 Aug 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 277 3,623 0 24 Feb 2021