Vision for All Seasons: Adverse Weather and Lighting Conditions


DooDLeNet: Double DeepLab Enhanced Feature Fusion for Thermal-Color Semantic Segmentation
Oriel Frigo,
Lucien Martin-Gaffe,
Catherine Wacongne
[pdf]
[bibtex]
@InProceedings{Frigo_2022_CVPR, author = {Frigo, Oriel and Martin-Gaffe, Lucien and Wacongne, Catherine}, title = {DooDLeNet: Double DeepLab Enhanced Feature Fusion for Thermal-Color Semantic Segmentation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {3021-3029} }

An Efficient Domain-Incremental Learning Approach To Drive in All Weather Conditions
M. Jehanzeb Mirza,
Marc Masana,
Horst Possegger,
Horst Bischof
[pdf] [arXiv]
[bibtex]
@InProceedings{Mirza_2022_CVPR, author = {Mirza, M. Jehanzeb and Masana, Marc and Possegger, Horst and Bischof, Horst}, title = {An Efficient Domain-Incremental Learning Approach To Drive in All Weather Conditions}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {3001-3011} }

RestoreX-AI: A Contrastive Approach Towards Guiding Image Restoration via Explainable AI Systems
Aboli Marathe,
Pushkar Jain,
Rahee Walambe,
Ketan Kotecha
[pdf] [supp]
[bibtex]
@InProceedings{Marathe_2022_CVPR, author = {Marathe, Aboli and Jain, Pushkar and Walambe, Rahee and Kotecha, Ketan}, title = {RestoreX-AI: A Contrastive Approach Towards Guiding Image Restoration via Explainable AI Systems}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {3030-3039} }

A Categorized Reflection Removal Dataset With Diverse Real-World Scenes
Chenyang Lei,
Xuhua Huang,
Chenyang Qi,
Yankun Zhao,
Wenxiu Sun,
Qiong Yan,
Qifeng Chen
[pdf] [arXiv]
[bibtex]
@InProceedings{Lei_2022_CVPR, author = {Lei, Chenyang and Huang, Xuhua and Qi, Chenyang and Zhao, Yankun and Sun, Wenxiu and Yan, Qiong and Chen, Qifeng}, title = {A Categorized Reflection Removal Dataset With Diverse Real-World Scenes}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {3040-3048} }

Physics Based Image Deshadowing Using Local Linear Model
Tamir Einy,
Efrat Immer,
Gilad Vered,
Shai Avidan
[pdf] [supp]
[bibtex]
@InProceedings{Einy_2022_CVPR, author = {Einy, Tamir and Immer, Efrat and Vered, Gilad and Avidan, Shai}, title = {Physics Based Image Deshadowing Using Local Linear Model}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2022}, pages = {3012-3020} }