Vision for All Seasons Bad Weather and Nighttime
Progressive Domain Adaptation for Object Detection-
[pdf]
[bibtex]@InProceedings{Hsu_2019_CVPR_Workshops,
author = {Hsu, Han-Kai and Hung, Wei-Chih and Tseng, Hung-Yu and Yao, Chun-Han and Tsai, Yi-Hsuan and Singh, Maneesh and Yang, Ming-Hsuan},
title = {Progressive Domain Adaptation for Object Detection},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
CATS 2: Color And Thermal Stereo Scenes with Semantic Labels-
[pdf]
[bibtex]@InProceedings{Treible_2019_CVPR_Workshops,
author = {Treible, Wayne and Saponaro, Philip and Liu, Yi and Das Gupta, Agnijit and Veerendraveer, Vinit and Sorensen, Scott and Kambhamettu, Chandra},
title = {CATS 2: Color And Thermal Stereo Scenes with Semantic Labels},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Recovering the Unseen: Benchmarking the Generalization of Enhancement Methods to Real World Data in Heavy Fog-
[pdf]
[bibtex]@InProceedings{Bijelic_2019_CVPR_Workshops,
author = {Bijelic, Mario and Kysela, Paula and Gruber, Tobias and Ritter, Werner and Dietmayer, Klaus},
title = {Recovering the Unseen: Benchmarking the Generalization of Enhancement Methods to Real World Data in Heavy Fog},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Automatic adaptation of object detectors to new domains using self-training-
[pdf]
[bibtex]@InProceedings{RoyChowdhury_2019_CVPR_Workshops,
author = {RoyChowdhury, Aruni and Chakrabarty, Prithvijit and Singh, Ashish and Jin, SouYoung and Jiang, Huaizu and Cao, Liangliang and Learned-Miller, Erik},
title = {Automatic adaptation of object detectors to new domains using self-training},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Model Vulnerability to Distributional Shifts over Image Transformation Sets-
[pdf]
[bibtex]@InProceedings{Volpi_2019_CVPR_Workshops,
author = {Volpi, Riccardo and Murino, Vittorio},
title = {Model Vulnerability to Distributional Shifts over Image Transformation Sets},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning-
[pdf]
[bibtex]@InProceedings{Li_2019_CVPR_Workshops,
author = {Li, Ruoteng and Cheong, Loong-Fah and Tan, Robby T.},
title = {Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Bidirectional Deep Residual learning for Haze Removal-
[pdf]
[bibtex]@InProceedings{Kim_2019_CVPR_Workshops,
author = {Kim, Guisik and Park, Jinhee and Ha, Suhyeon and Kwon, Junseok},
title = {Bidirectional Deep Residual learning for Haze Removal},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Is it Raining Outside? Detection of Rainfall using General-Purpose Surveillance Cameras-
[pdf]
[bibtex]@InProceedings{Haurum_2019_CVPR_Workshops,
author = {Bruslund Haurum, Joakim and Bahnsen, Chris H. and Moeslund, Thomas B.},
title = {Is it Raining Outside? Detection of Rainfall using General-Purpose Surveillance Cameras},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Gotta Adapt 'Em All: Joint Pixel and Feature-Level Domain Adaptation for Recognition in the Wild-
[pdf]
[bibtex]@InProceedings{Tran_2019_CVPR_Workshops,
author = {Tran, Luan and Sohn, Kihyuk and Yu, Xiang and Liu, Xiaoming and Chandraker, Manmohan},
title = {Gotta Adapt 'Em All: Joint Pixel and Feature-Level Domain Adaptation for Recognition in the Wild},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
FastDraw: Addressing the Long Tail of Lane Detection by Adapting a Sequential Prediction Network-
[pdf]
[bibtex]@InProceedings{Philion_2019_CVPR_Workshops,
author = {Philion, Jonah},
title = {FastDraw: Addressing the Long Tail of Lane Detection by Adapting a Sequential Prediction Network},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Reducing Steganography In Cycle-consistency GANs-
[pdf]
[bibtex]@InProceedings{Porav_2019_CVPR_Workshops,
author = {Porav, Horia and Musat, Valentina and Newman, Paul},
title = {Reducing Steganography In Cycle-consistency GANs},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
Attribute-Controlled Traffic Data Augmentation Using Conditional Generative Models-
[pdf]
[bibtex]@InProceedings{Mukherjee_2019_CVPR_Workshops,
author = {Mukherjee, Amitangshu and Joshi, Ameya and Sarkar, Soumik and Hegde, Chinmay},
title = {Attribute-Controlled Traffic Data Augmentation Using Conditional Generative Models},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}
ProcSy: Procedural Synthetic Dataset Generation Towards Influence Factor Studies Of Semantic Segmentation Networks-
[pdf]
[bibtex]@InProceedings{Khan_2019_CVPR_Workshops,
author = {Khan, Samin and Phan, Buu and Salay, Rick and Czarnecki, Krzysztof},
title = {ProcSy: Procedural Synthetic Dataset Generation Towards Influence Factor Studies Of Semantic Segmentation Networks},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}