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1908.03245
Cited By
GridDehazeNet: Attention-Based Multi-Scale Network for Image Dehazing
IEEE International Conference on Computer Vision (ICCV), 2019
8 August 2019
Xiaohong Liu
Yongrui Ma
Zhihao Shi
Jun Chen
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Papers citing
"GridDehazeNet: Attention-Based Multi-Scale Network for Image Dehazing"
50 / 205 papers shown
Learning Implicit Neural Degradation Representation for Unpaired Image Dehazing
Shuaibin Fan
Senming Zhong
Wenchao Yan
Minglong Xue
122
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GUSL-Dehaze: A Green U-Shaped Learning Approach to Image Dehazing
Mahtab Movaheddrad
Laurence Palmer
C.-C. Jay Kuo
128
1
0
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Clear Roads, Clear Vision: Advancements in Multi-Weather Restoration for Smart Transportation
Vijay M. Galshetwar
Praful Hambarde
Prashant Patil
Akshay Dudhane
Sachin Chaudhary
Santosh Kumar Vipparathi
Subrahmanyam Murala
161
0
0
10 Oct 2025
From Filters to VLMs: Benchmarking Defogging Methods through Object Detection and Segmentation Performance
Ardalan Aryashad
Parsa Razmara
Amin Mahjoub
Seyedarmin Azizi
Mahdi Salmani
Arad Firouzkouhi
VLM
223
1
0
04 Oct 2025
Foggy Crowd Counting: Combining Physical Priors and KAN-Graph
Y. Wang
Zhuoran Zheng
Han Hu
Dianjie Lu
Guijuan Zhang
Chen Lyu
149
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0
29 Sep 2025
HazeFlow: Revisit Haze Physical Model as ODE and Non-Homogeneous Haze Generation for Real-World Dehazing
Junseong Shin
Seungwoo Chung
Yunjeong Yang
Tae Hyun Kim
247
1
0
19 Sep 2025
RPD-Diff: Region-Adaptive Physics-Guided Diffusion Model for Visibility Enhancement under Dense and Non-Uniform Haze
Ruicheng Zhang
Puxin Yan
Zeyu Zhang
Yicheng Chang
Hongyi Chen
Zhi Jin
158
2
0
23 Aug 2025
Residual-based Efficient Bidirectional Diffusion Model for Image Dehazing and Haze Generation
Bing Liu
Le Wang
Hao Liu
Mingming Liu
DiffM
150
1
0
15 Aug 2025
Semi-supervised Image Dehazing via Expectation-Maximization and Bidirectional Brownian Bridge Diffusion Models
Bing-Quan Liu
Le Wang
Mingming Liu
Hao Liu
Rui Yao
Yong Zhou
Peng Liu
Tongqiang Xia
DiffM
93
0
0
15 Aug 2025
Can Large Pretrained Depth Estimation Models Help With Image Dehazing?
Hongfei Zhang
Kun Zhou
Ruizheng Wu
Jiangbo Lu
VLM
139
0
0
01 Aug 2025
PHATNet: A Physics-guided Haze Transfer Network for Domain-adaptive Real-world Image Dehazing
Fu-Jen Tsai
Yan-Tsung Peng
Yen-Yu Lin
Chia-Wen Lin
184
4
0
20 Jul 2025
Efficient Dual-domain Image Dehazing with Haze Prior Perception
Lirong Zheng
Yanshan Li
Rui Yu
Kaihao Zhang
235
2
0
15 Jul 2025
Visual-Instructed Degradation Diffusion for All-in-One Image Restoration
Computer Vision and Pattern Recognition (CVPR), 2025
Wenyang Luo
Haina Qin
Zewen Chen
L. xilinx Wang
Dandan Zheng
Yuming Li
Yufan Liu
B. Li
Weiming Hu
296
13
0
20 Jun 2025
MoiréXNet: Adaptive Multi-Scale Demoiréing with Linear Attention Test-Time Training and Truncated Flow Matching Prior
Liangyan Li
Yimo Ning
Kevin Le
Wei Dong
Yunzhe Li
Jun Chen
Xiaohong Liu
271
0
0
19 Jun 2025
ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions
Fatmah AlHindaassi
Mohammed Talha Alam
Fakhri Karray
208
1
0
16 Jun 2025
Breaking Complexity Barriers: High-Resolution Image Restoration with Rank Enhanced Linear Attention
Yuang Ai
Huaibo Huang
Tao Wu
Qihang Fan
Ran He
395
3
0
22 May 2025
UHD Image Dehazing via anDehazeFormer with Atmospheric-aware KV Cache
Pu Wang
Pengwen Dai
Chen Wu
Yeying Jin
Dianjie Lu
Guijuan Zhang
Youshan Zhang
Zhuoran Zheng
304
2
0
20 May 2025
Degradation-Aware Feature Perturbation for All-in-One Image Restoration
Computer Vision and Pattern Recognition (CVPR), 2025
Xiangpeng Tian
Xiangyu Liao
Xiao Liu
Meng Li
Chao Ren
DiffM
452
23
0
19 May 2025
Image Restoration via Multi-domain Learning
Xingyu Jiang
Ning Gao
Xiuhui Zhang
Hongkun Dou
Shaowen Fu
Xiaoqing Zhong
Haoyang Li
Yue Deng
ViT
367
1
0
07 May 2025
WDMamba: When Wavelet Degradation Prior Meets Vision Mamba for Image Dehazing
Jie Sun
Heng Liu
Yongzhen Wang
Xiao-Ping Zhang
Mingqiang Wei
Mamba
381
3
0
07 May 2025
Controllable Weather Synthesis and Removal with Video Diffusion Models
Chih-Hao Lin
Liang Luo
Ruofan Liang
Yuxuan Zhang
Sanja Fidler
Shenlong Wang
Zan Gojcic
DiffM
VGen
429
6
0
01 May 2025
Physics-Guided Image Dehazing Diffusion
Shijun Zhou
Yi Liu
Chunhui Hao
Zhiyuan Liu
DiffM
454
0
0
30 Apr 2025
DPMambaIR: All-in-One Image Restoration via Degradation-Aware Prompt State Space Model
Ziqiang Liu
Shuigeng Zhou
Yuchao Dai
Yang Wang
Yisheng An
Xiangmo Zhao
560
3
0
24 Apr 2025
DA2Diff: Exploring Degradation-aware Adaptive Diffusion Priors for All-in-One Weather Restoration
Jiamei Xiong
Xuefeng Yan
Yongzhen Wang
Wei Zhao
Xiao-Ping Zhang
Mingqiang Wei
DiffM
336
3
0
07 Apr 2025
Real-World Remote Sensing Image Dehazing: Benchmark and Baseline
IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2025
Zeng-Hui Zhu
Wei Lu
Si-Bao Chen
C. Ding
Jin Tang
Bin Luo
322
13
0
23 Mar 2025
Seeing Beyond Haze: Generative Nighttime Image Dehazing
Beibei Lin
Stephen Lin
Robby T. Tan
DiffM
318
2
0
11 Mar 2025
Prior-guided Hierarchical Harmonization Network for Efficient Image Dehazing
AAAI Conference on Artificial Intelligence (AAAI), 2025
Xiongfei Su
Siyuan Li
Yuning Cui
Miao Cao
Yujiao Shi
Zhaoyu Chen
Zongliang Wu
Liang Luo
Y. Zhang
Xin Yuan
314
18
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03 Mar 2025
WaveDH: Wavelet Sub-bands Guided ConvNet for Efficient Image Dehazing
Seongmin Hwang
Daeyoung Han
Cheolkon Jung
Moongu Jeon
499
16
0
20 Jan 2025
ERUP-YOLO: Enhancing Object Detection Robustness for Adverse Weather Condition by Unified Image-Adaptive Processing
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024
Yuka Ogino
Yuho Shoji
Takahiro Toizumi
Atsushi Ito
515
12
0
31 Dec 2024
Distilled Pooling Transformer Encoder for Efficient Realistic Image Dehazing
Le-Anh Tran
Dong-Chul Park
ViT
269
9
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18 Dec 2024
Towards Context-aware Convolutional Network for Image Restoration
Knowledge-Based Systems (KBS), 2024
Fangwei Hao
Ji Du
Weiyun Liang
Jing Xu
Xiaoxuan Xu
SupR
401
4
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15 Dec 2024
Deep Variational Bayesian Modeling of Haze Degradation Process
International Conference on Information and Knowledge Management (CIKM), 2023
Eun Woo Im
Junsung Shin
Sungyong Baik
Tae Hyun Kim
329
5
0
04 Dec 2024
All-in-one Weather-degraded Image Restoration via Adaptive Degradation-aware Self-prompting Model
IEEE transactions on multimedia (IEEE TMM), 2024
Yuanbo Wen
Tao Gao
Ziqi Li
Jing Zhang
Kaihao Zhang
Ting Chen
VLM
DiffM
358
51
0
12 Nov 2024
Joint multi-dimensional dynamic attention and transformer for general image restoration
Computer Vision and Image Understanding (CVIU), 2024
Huan Zhang
Xu Zhang
Nian Cai
Jianglei Di
Yun Zhang
ViT
397
2
0
12 Nov 2024
LMHaze: Intensity-aware Image Dehazing with a Large-scale Multi-intensity Real Haze Dataset
ACM Multimedia Asia (MMAsia), 2024
Ruikun Zhang
Hao Yang
Yan Yang
Ying Fu
Liyuan Pan
373
10
0
21 Oct 2024
DRACO-DehazeNet: An Efficient Image Dehazing Network Combining Detail Recovery and a Novel Contrastive Learning Paradigm
G. Lee
T. Dam
Md Meftahul Ferdaus
Daniel Puiu Poenar
Vu N. Duong
265
3
0
18 Oct 2024
Interaction-Guided Two-Branch Image Dehazing Network
Asian Conference on Computer Vision (ACCV), 2024
Huichun Liu
Xiaosong Li
Tianshu Tan
207
8
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14 Oct 2024
TANet: Triplet Attention Network for All-In-One Adverse Weather Image Restoration
Asian Conference on Computer Vision (ACCV), 2024
Hsing-Hua Wang
Fu-Jen Tsai
Yen-Yu Lin
Chia-Wen Lin
ViT
330
10
0
10 Oct 2024
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
631
24
0
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HazyDet: Open-Source Benchmark for Drone-View Object Detection with Depth-Cues in Hazy Scenes
Changfeng Feng
Zhenyuan Chen
Renke Kou
Chunping Wang
Zhiqiang Wang
Ming-Ming Cheng
Xiangbo Shu
Yimian Dai
637
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ReviveDiff: A Universal Diffusion Model for Restoring Images in Adverse Weather Conditions
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Wenfeng Huang
Guoan Xu
Wenjing Jia
Stuart W. Perry
Guangwei Gao
732
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Adverse Weather Optical Flow: Cumulative Homogeneous-Heterogeneous Adaptation
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Hanyu Zhou
Yi Chang
Zhiwei Shi
Wending Yan
Gang Chen
Yonghong Tian
Luxin Yan
332
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25 Sep 2024
CasDyF-Net: Image Dehazing via Cascaded Dynamic Filters
International Conferences on Vision, Image and Signal Processing (ICCVISP), 2024
Wang Yinglong
He Bin
214
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13 Sep 2024
A Preliminary Exploration Towards General Image Restoration
Xiangtao Kong
Jinjin Gu
Yihao Liu
Wenlong Zhang
Xiangyu Chen
Yu Qiao
Chao Dong
DiffM
281
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Single Image Dehazing Using Scene Depth Ordering
Pengyang Ling
Wei Xu
Xiao Tan
Yimeng Shan
Yi Jin
DiffM
240
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Contribution-based Low-Rank Adaptation with Pre-training Model for Real Image Restoration
European Conference on Computer Vision (ECCV), 2024
Donwon Park
Leixian Shen
Se Young Chun
488
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02 Aug 2024
Dilated Strip Attention Network for Image Restoration
Fangwei Hao
Jiesheng Wu
Ji Du
Yinjie Wang
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307
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0
26 Jul 2024
HazeCLIP: Towards Language Guided Real-World Image Dehazing
Ruiyi Wang
Wenhao Li
Xiaohong Liu
Chunyi Li
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Xiongkuo Min
Guangtao Zhai
CLIP
VLM
400
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18 Jul 2024
LSD3K: A Benchmark for Smoke Removal from Laparoscopic Surgery Images
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257
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GLARE: Low Light Image Enhancement via Generative Latent Feature based Codebook Retrieval
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Wei Dong
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Xiongkuo Min
Guangtao Zhai
Jun Chen
293
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