Narasimhan, S.G.[Srinivasa G.],
Nayar, S.K.[Shree K.],
Contrast restoration of weather degraded images,
PAMI(25), No. 6, June 2003, pp. 713-724.
IEEE Abstract.
0306
BibRef
Earlier:
Shedding light on the weather,
CVPR03(I: 665-672).
IEEE DOI
0307
BibRef
Earlier:
Removing Weather Effects from Monochrome Images,
CVPR01(II:186-193).
IEEE DOI
0110
BibRef
Earlier:
Chromatic Framework for Vision in Bad Weather,
CVPR00(I: 598-605).
IEEE DOI
0005
Award, CVPR, HM. Physics based model to get structure and two or more images
to enhance images.
Contrast decay is exponential in the depth of the scene. This is used
to genenerate the basic structure and then for restoration.
BibRef
Nayar, S.K.[Shree K.],
Narasimhan, S.G.[Srinivasa G.],
Vision in Bad Weather,
ICCV99(820-827).
IEEE DOI Recover scene properties given degradations caused by
weather.
BibRef
9900
Jia, Z.[Zhen],
Wang, H.C.[Hong-Cheng],
Caballero, R.E.[Rodrigo E.],
Xiong, Z.Y.[Zi-You],
Zhao, J.W.[Jian-Wei],
Finn, A.[Alan],
A two-step approach to see-through bad weather for surveillance video
quality enhancement,
MVA(23), No. 6, November 2012, pp. 1059-1082.
WWW Link.
1210
BibRef
Zhao, X.D.[Xu-Dong],
Liu, P.[Peng],
Liu, J.F.[Jia-Feng],
Tang, X.L.[Xiang-Long],
Removal of dynamic weather conditions based on variable time window,
IET-CV(7), No. 4, 2013, pp. -.
DOI Link
1307
BibRef
Earlier:
A time, space and color-based classification of different weather
conditions,
VCIP11(1-4).
IEEE DOI
1201
BibRef
Huang, S.C.[Shih-Chia],
Chen, B.H.[Bo-Hao],
Wang, W.J.[Wei-Jheng],
Visibility Restoration of Single Hazy Images Captured in Real-World
Weather Conditions,
CirSysVideo(24), No. 10, October 2014, pp. 1814-1824.
IEEE DOI
1411
atmospheric optics
BibRef
Dey, K.C.,
Mishra, A.,
Chowdhury, M.,
Potential of Intelligent Transportation Systems in Mitigating Adverse
Weather Impacts on Road Mobility: A Review,
ITS(16), No. 3, June 2015, pp. 1107-1119.
IEEE DOI
1506
Computer crashes
BibRef
Ibrahim, M.R.[Mohamed R.],
Haworth, J.[James],
Cheng, T.[Tao],
WeatherNet: Recognising Weather and Visual Conditions from
Street-Level Images Using Deep Residual Learning,
IJGI(8), No. 12, 2019, pp. xx-yy.
DOI Link
1912
BibRef
Huang, S.C.[Shih-Chia],
Le, T.H.[Trung-Hieu],
Jaw, D.W.[Da-Wei],
DSNet: Joint Semantic Learning for Object Detection in Inclement
Weather Conditions,
PAMI(43), No. 8, August 2021, pp. 2623-2633.
IEEE DOI
2107
Object detection, Feature extraction, Atmospheric modeling,
Image restoration, Task analysis, Meteorology, Detectors, CNN
BibRef
Kulkarni, A.[Ashutosh],
Murala, S.[Subrahmanyam],
WiperNet: A Lightweight Multi-Weather Restoration Network for
Enhanced Surveillance,
ITS(23), No. 12, December 2022, pp. 24488-24498.
IEEE DOI
2212
Rain, Snow, Image restoration, Degradation, Deep learning,
Context-aware services, Task analysis, Multi-weather restoration,
feature refinement
BibRef
Roy, S.D.[Sourav Dey],
Bhowmik, M.K.[Mrinal Kanti],
AWDMC-Net: Classification of Adversarial Weather Degraded Multiclass
scenes using a Convolution Neural Network,
CVIU(222), 2022, pp. 103498.
Elsevier DOI
2209
Atmospheric/weather conditions, E-TUVD dataset,
Convolutional Neural Network, Skip connections, Pruning,
Performance evaluation
BibRef
Özdenizci, O.[Ozan],
Legenstein, R.[Robert],
Restoring Vision in Adverse Weather Conditions With Patch-Based
Denoising Diffusion Models,
PAMI(45), No. 8, August 2023, pp. 10346-10357.
IEEE DOI
2307
Image restoration, Meteorology, Task analysis, Noise reduction,
Computational modeling, Rain, Data models,
raindrop removal
BibRef
Cheng, X.[Xin],
Zhou, J.M.[Jing-Mei],
Song, J.C.[Jia-Chun],
Zhao, X.M.[Xiang-Mo],
A Highway Traffic Image Enhancement Algorithm Based on Improved GAN
in Complex Weather Conditions,
ITS(24), No. 8, August 2023, pp. 8716-8726.
IEEE DOI
2308
Image enhancement, Meteorology, Rain, Generators,
Generative adversarial networks, Image color analysis,
multiscale feature
BibRef
Wu, W.[Weishang],
Deng, X.H.[Xiao-Heng],
Jiang, P.[Ping],
Wan, S.H.[Shao-Hua],
Guo, Y.Y.X.[Yuan-Yan-Xiong],
CrossFuser: Multi-Modal Feature Fusion for End-to-End Autonomous
Driving Under Unseen Weather Conditions,
ITS(24), No. 12, December 2023, pp. 14378-14392.
IEEE DOI
2312
BibRef
Liu, H.[Huikai],
Zhang, A.[Ao],
Zhu, W.Q.[Wen-Qian],
Fu, B.[Bin],
Ding, B.J.[Bing-Jian],
Xiong, S.W.[Sheng-Wu],
Residual Deformable Convolution for better image de-weathering,
PR(147), 2024, pp. 110093.
Elsevier DOI Code:
WWW Link.
2312
Image de-weathering, Deep learning, Image restoration,
Autoencoder, Multi-patch skip-forward, Residual deformable convolution
BibRef
Zheng, Z.Q.[Zi-Qiang],
Cheng, Y.J.[Yu-Jie],
Xin, Z.C.[Zhi-Chao],
Yu, Z.B.[Zhi-Bin],
Zheng, B.[Bing],
Robust Perception Under Adverse Conditions for Autonomous Driving
Based on Data Augmentation,
ITS(24), No. 12, December 2023, pp. 13916-13929.
IEEE DOI
2312
BibRef
Kulkarni, A.[Ashutosh],
Patil, P.W.[Prashant W.],
Murala, S.[Subrahmanyam],
Gupta, S.I.[Sun-Il],
Unified Multi-Weather Visibility Restoration,
MultMed(25), 2023, pp. 7686-7698.
IEEE DOI Code:
WWW Link.
2312
BibRef
Zhang, H.[Hua],
Xiao, L.Q.[Li-Qiang],
Cao, X.C.[Xiao-Chun],
Foroosh, H.[Hassan],
Multiple Adverse Weather Conditions Adaptation for Object Detection
via Causal Intervention,
PAMI(46), No. 3, March 2024, pp. 1742-1756.
IEEE DOI
2402
Meteorology, Object detection, Feature extraction, Visualization,
Detectors, Adaptation models, Training, Domain adaptation model,
causal intervention representation learning
BibRef
Gao, T.[Tao],
Wen, Y.B.[Yuan-Bo],
Zhang, K.[Kaihao],
Zhang, J.[Jing],
Chen, T.[Ting],
Liu, L.[Lidong],
Luo, W.H.[Wen-Han],
Frequency-Oriented Efficient Transformer for All-in-One
Weather-Degraded Image Restoration,
CirSysVideo(34), No. 3, March 2024, pp. 1886-1899.
IEEE DOI Code:
WWW Link.
2403
Image restoration, Transformers, Task analysis, Degradation, Meteorology,
Decoding, Rain, image restoration, frequency-oriented transformer
BibRef
Tan, Z.T.[Zhen-Tao],
Wu, Y.[Yue],
Liu, Q.[Qiankun],
Chu, Q.[Qi],
Lu, L.[Le],
Ye, J.P.[Jie-Ping],
Yu, N.H.[Neng-Hai],
Exploring the Application of Large-Scale Pre-Trained Models on
Adverse Weather Removal,
IP(33), 2024, pp. 1683-1698.
IEEE DOI
2403
Meteorology, Task analysis, Training, Semantics, Image restoration,
Rain, Feature extraction, Adverse weather removal,
multi-modal pre-trained model
BibRef
Ali, A.[Asfak],
Sarkar, R.[Ram],
Chaudhuri, S.S.[Sheli Sinha],
Wavelet-based Auto-Encoder for simultaneous haze and rain removal
from images,
PR(150), 2024, pp. 110370.
Elsevier DOI Code:
WWW Link.
2403
Dehaze, Derain, Auto encoder, U-Net, Wavelet, Noise removal
BibRef
Liu, H.[Hong],
Sun, Y.Q.[Yong-Qing],
Bandoh, Y.[Yukihiro],
Kitahara, M.[Masaki],
Satoh, S.[Shin'ichi],
Deep Counterfactual Representation Learning for Visual Recognition
Against Weather Corruptions,
MultMed(26), 2024, pp. 5257-5272.
IEEE DOI
2404
Meteorology, Representation learning, Adaptation models, Training,
Feature extraction, Data models, Robustness, Causal effect, weather corruptions
BibRef
Yang, Y.J.[Yi-Jun],
Aviles-Rivero, A.I.[Angelica I.],
Fu, H.Z.[Hua-Zhu],
Liu, Y.[Ye],
Wang, W.M.[Wei-Ming],
Zhu, L.[Lei],
Video Adverse-Weather-Component Suppression Network via Weather
Messenger and Adversarial Backpropagation,
ICCV23(13154-13164)
IEEE DOI
2401
BibRef
Patil, P.W.[Prashant W.],
Gupta, S.I.[Sun-Il],
Rana, S.[Santu],
Venkatesh, S.[Svetha],
Murala, S.[Subrahmanyam],
Multi-weather Image Restoration via Domain Translation,
ICCV23(21639-21648)
IEEE DOI Code:
WWW Link.
2401
BibRef
Sakaino, H.[Hidetomo],
Semantically Enhanced Scene Captions with Physical and Weather
Condition Changes,
AROW23(3656-3668)
IEEE DOI
2401
BibRef
Zhu, Y.R.[Yu-Rui],
Wang, T.Y.[Tian-Yu],
Fu, X.Y.[Xue-Yang],
Yang, X.Y.[Xuan-Yu],
Guo, X.[Xin],
Dai, J.F.[Ji-Feng],
Qiao, Y.[Yu],
Hu, X.W.[Xiao-Wei],
Learning Weather-General and Weather-Specific Features for Image
Restoration Under Multiple Adverse Weather Conditions,
CVPR23(21747-21758)
IEEE DOI
2309
BibRef
Marathe, A.[Aboli],
Prabhu, S.[Sanjana],
t-RAIN: Robust generalization under weather-aliasing label shift
attacks,
ABAW23(5845-5854)
IEEE DOI
2309
BibRef
Valanarasu, J.M.J.[Jeya Maria Jose],
Yasarla, R.[Rajeev],
Patel, V.M.[Vishal M.],
TransWeather: Transformer-based Restoration of Images Degraded by
Adverse Weather Conditions,
CVPR22(2343-2353)
IEEE DOI
2210
Degradation, Visualization, Codes, Machine vision, Snow, Transformers,
Image restoration, Vision applications and systems, Low-level vision
BibRef
Chen, W.T.[Wei-Ting],
Huang, Z.K.[Zhi-Kai],
Tsai, C.C.[Cheng-Che],
Yang, H.H.[Hao-Hsiang],
Ding, J.J.[Jian-Jiun],
Kuo, S.Y.[Sy-Yen],
Learning Multiple Adverse Weather Removal via Two-stage Knowledge
Learning and Multi-contrastive Regularization: Toward a Unified Model,
CVPR22(17632-17641)
IEEE DOI
2210
Training, Photography, Learning systems, Rain, Snow,
Low-level vision
BibRef
Yasarla, R.[Rajeev],
Sindagi, V.A.[Vishwanath A.],
Patel, V.M.[Vishal M.],
Unsupervised Restoration of Weather-affected Images using Deep
Gaussian Process-based CycleGAN,
ICPR22(1967-1974)
IEEE DOI
2212
Training, Gaussian processes, Object detection, Predictive models,
Image restoration, Task analysis
BibRef
Yasarla, R.[Rajeev],
Priebe, C.E.[Carey E.],
Patel, V.M.[Vishal M.],
ART-SS: An Adaptive Rejection Technique for Semi-Supervised Restoration
for Adverse Weather-Affected Images,
ECCV22(XVIII:699-718).
Springer DOI
2211
BibRef
Qin, Q.P.[Qing-Pao],
Chang, K.[Kan],
Huang, M.Y.[Meng-Yuan],
Li, G.Q.[Gui-Qing],
Denet: Detection-driven Enhancement Network for Object Detection Under
Adverse Weather Conditions,
ACCV22(III:491-507).
Springer DOI
2307
BibRef
Xie, K.Z.[Ke-Zhen],
Huang, L.[Lei],
Zhang, W.F.[Wen-Feng],
Qin, Q.B.[Qi-Bing],
Wei, Z.Q.[Zhi-Qiang],
Learning to Classify Weather Conditions from Single Images Without
Labels,
MMMod22(I:57-68).
Springer DOI
2203
BibRef
Kulkarni, A.[Ashutosh],
Phutke, S.S.[Shruti S.],
Murala, S.[Subrahmanyam],
Unified Transformer Network for Multi-Weather Image Restoration,
AIM22(344-360).
Springer DOI
2304
BibRef
Chaturvedi, S.S.[Saket S.],
Zhang, L.[Lan],
Yuan, X.Y.[Xiao-Yong],
Pay 'Attention' to Adverse Weather:
Weather-aware Attention-based Object Detection,
ICPR22(4573-4579)
IEEE DOI
2212
Deep learning, Laser radar, Neural networks, Object detection,
Sensor fusion, Logic gates, Feature extraction, Object Detection,
Attention Neural Network
BibRef
Li, R.,
Tan, R.T.,
Cheong, L.,
All in One Bad Weather Removal Using Architectural Search,
CVPR20(3172-3182)
IEEE DOI
2008
Rain, Snow, Microprocessors, Degradation,
Image restoration
BibRef
Moodley, J.[Jenade],
Viriri, S.[Serestina],
Weather Characterization from Outdoor Scene Images,
ICCVG18(160-170).
Springer DOI
1810
BibRef
Webster, D.D.[Dereck D.],
Breckon, T.P.[Toby P.],
Improved raindrop detection using combined shape and saliency
descriptors with scene context isolation,
ICIP15(4376-4380)
IEEE DOI
1512
all-weather computer vision
BibRef
Zhang, Z.[Zheng],
Ma, H.D.[Hua-Dong],
Multi-class weather classification on single images,
ICIP15(4396-4400)
IEEE DOI
1512
Multi-class weather classification
BibRef
Gehrig, S.,
Reznitskii, M.,
Schneider, N.,
Franke, U.,
Weickert, J.,
Priors for Stereo Vision under Adverse Weather Conditions,
AutoDrive13(238-245)
IEEE DOI
1403
graph theory
BibRef
Kaneko, E.[Eiji],
Toda, M.[Masato],
Aoki, H.[Hirofumi],
Tsukada, M.[Masato],
Daylight spectrum model under weather conditions from clear sky to
cloudy,
ICPR12(1438-1435).
WWW Link.
1302
BibRef
Aponso, A.C.[Achala Chathuranga],
Krishnarajah, N.[Naomi],
A hybrid approach for a vision based driver assistance system with
de-weathering,
Southwest12(105-108).
IEEE DOI
1205
Correct for the bad weather effects.
BibRef
Sluzek, A.[Andrzej],
Paradowski, M.[Mariusz],
Assessment of Visibility Quality in Adverse Weather and Illumination
Conditions,
DAGM11(216-225).
Springer DOI
1109
BibRef
Feng, B.[Bin],
Shi, Z.L.[Ze-Lin],
PD Based Determination of Polarized Reflection Regions in Bad Weather,
CISP09(1-5).
IEEE DOI
0910
BibRef
Lagorio, A.[Andrea],
Grosso, E.[Enrico],
Tistarelli, M.[Massimo],
Automatic Detection of Adverse Weather Conditions in Traffic Scenes,
AVSBS08(273-279).
IEEE DOI
0809
See also Commentary Paper 1 on Automatic Detection of Adverse Weather Conditions in Traffic Scenes.
See also Commentary Paper 2 on Automatic Detection of Adverse Weather Conditions in Traffic Scenes.
BibRef
Prati, A.[Andrea],
Commentary Paper 1 on 'Automatic Detection of Adverse Weather
Conditions in Traffic Scenes',
AVSBS08(280-280).
IEEE DOI
0809
See also Automatic Detection of Adverse Weather Conditions in Traffic Scenes.
BibRef
Nicolescu, M.[Mircea],
Commentary Paper 2 on 'Automatic Detection of Adverse Weather
Conditions in Traffic Scenes',
AVSBS08(281-282).
IEEE DOI
0809
See also Automatic Detection of Adverse Weather Conditions in Traffic Scenes.
BibRef
Tan, R.T.[Robby T.],
Visibility in bad weather from a single image,
CVPR08(1-8).
IEEE DOI
0806
BibRef
Chapter on Computational Vision, Regularization, Connectionist, Morphology, Scale-Space, Perceptual Grouping, Wavelets, Color, Sensors, Optical, Laser, Radar continues in
Underwater Imaging, Color Correction, Restoration .