EarthVision: Large Scale Computer Vision for Remote Sensing Imagery


ResDepth: Learned Residual Stereo Reconstruction
Corinne Stucker,
Konrad Schindler
[pdf]
[bibtex]
@InProceedings{Stucker_2020_CVPR_Workshops,
author = {Stucker, Corinne and Schindler, Konrad},
title = {ResDepth: Learned Residual Stereo Reconstruction},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

DALES: A Large-Scale Aerial LiDAR Data Set for Semantic Segmentation
Nina Varney,
Vijayan K. Asari,
Quinn Graehling
[pdf]
[bibtex]
@InProceedings{Varney_2020_CVPR_Workshops,
author = {Varney, Nina and Asari, Vijayan K. and Graehling, Quinn},
title = {DALES: A Large-Scale Aerial LiDAR Data Set for Semantic Segmentation},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

S2A: Wasserstein GAN With Spatio-Spectral Laplacian Attention for Multi-Spectral Band Synthesis
Litu Rout,
Indranil Misra,
S Manthira Moorthi,
Debajyoti Dhar
[pdf]
[bibtex]
@InProceedings{Rout_2020_CVPR_Workshops,
author = {Rout, Litu and Misra, Indranil and Moorthi, S Manthira and Dhar, Debajyoti},
title = {S2A: Wasserstein GAN With Spatio-Spectral Laplacian Attention for Multi-Spectral Band Synthesis},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

Density Map Guided Object Detection in Aerial Images
Changlin Li,
Taojiannan Yang,
Sijie Zhu,
Chen Chen,
Shanyue Guan
[pdf]
[bibtex]
@InProceedings{Li_2020_CVPR_Workshops,
author = {Li, Changlin and Yang, Taojiannan and Zhu, Sijie and Chen, Chen and Guan, Shanyue},
title = {Density Map Guided Object Detection in Aerial Images},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

StandardGAN: Multi-Source Domain Adaptation for Semantic Segmentation of Very High Resolution Satellite Images by Data Standardization
Onur Tasar,
Yuliya Tarabalka,
Alain Giros,
Pierre Alliez,
Sebastien Clerc
[pdf]
[bibtex]
@InProceedings{Tasar_2020_CVPR_Workshops,
author = {Tasar, Onur and Tarabalka, Yuliya and Giros, Alain and Alliez, Pierre and Clerc, Sebastien},
title = {StandardGAN: Multi-Source Domain Adaptation for Semantic Segmentation of Very High Resolution Satellite Images by Data Standardization},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

Monte-Carlo Siamese Policy on Actor for Satellite Image Super Resolution
Litu Rout,
Saumyaa Shah,
S Manthira Moorthi,
Debajyoti Dhar
[pdf]
[bibtex]
@InProceedings{Rout_2020_CVPR_Workshops,
author = {Rout, Litu and Shah, Saumyaa and Moorthi, S Manthira and Dhar, Debajyoti},
title = {Monte-Carlo Siamese Policy on Actor for Satellite Image Super Resolution},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

SpaceNet 6: Multi-Sensor All Weather Mapping Dataset
Jacob Shermeyer,
Daniel Hogan,
Jason Brown,
Adam Van Etten,
Nicholas Weir,
Fabio Pacifici,
Ronny Hansch,
Alexei Bastidas,
Scott Soenen,
Todd Bacastow,
Ryan Lewis
[pdf]
[bibtex]
@InProceedings{Shermeyer_2020_CVPR_Workshops,
author = {Shermeyer, Jacob and Hogan, Daniel and Brown, Jason and Van Etten, Adam and Weir, Nicholas and Pacifici, Fabio and Hansch, Ronny and Bastidas, Alexei and Soenen, Scott and Bacastow, Todd and Lewis, Ryan},
title = {SpaceNet 6: Multi-Sensor All Weather Mapping Dataset},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

FGCN: Deep Feature-Based Graph Convolutional Network for Semantic Segmentation of Urban 3D Point Clouds
Saqib Ali Khan,
Yilei Shi,
Muhammad Shehzad,
Xiao Xiang Zhu
[pdf]
[bibtex]
@InProceedings{Khan_2020_CVPR_Workshops,
author = {Khan, Saqib Ali and Shi, Yilei and Shehzad, Muhammad and Zhu, Xiao Xiang},
title = {FGCN: Deep Feature-Based Graph Convolutional Network for Semantic Segmentation of Urban 3D Point Clouds},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

Meta-Learning for Few-Shot Land Cover Classification
Marc Russwurm,
Sherrie Wang,
Marco Korner,
David Lobell
[pdf]
[bibtex]
@InProceedings{Russwurm_2020_CVPR_Workshops,
author = {Russwurm, Marc and Wang, Sherrie and Korner, Marco and Lobell, David},
title = {Meta-Learning for Few-Shot Land Cover Classification},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

Toronto-3D: A Large-Scale Mobile LiDAR Dataset for Semantic Segmentation of Urban Roadways
Weikai Tan,
Nannan Qin,
Lingfei Ma,
Ying Li,
Jing Du,
Guorong Cai,
Ke Yang,
Jonathan Li
[pdf]
[bibtex]
@InProceedings{Tan_2020_CVPR_Workshops,
author = {Tan, Weikai and Qin, Nannan and Ma, Lingfei and Li, Ying and Du, Jing and Cai, Guorong and Yang, Ke and Li, Jonathan},
title = {Toronto-3D: A Large-Scale Mobile LiDAR Dataset for Semantic Segmentation of Urban Roadways},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

Deep Regression for Imaging Solar Magnetograms Using Pyramid Generative Adversarial Networks
Rasha Alshehhi
[pdf]
[bibtex]
@InProceedings{Alshehhi_2020_CVPR_Workshops,
author = {Alshehhi, Rasha},
title = {Deep Regression for Imaging Solar Magnetograms Using Pyramid Generative Adversarial Networks},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

Multi-Image Super-Resolution for Remote Sensing Using Deep Recurrent Networks
Md Rifat Arefin,
Vincent Michalski,
Pierre-Luc St-Charles,
Alfredo Kalaitzis,
Sookyung Kim,
Samira E. Kahou,
Yoshua Bengio
[pdf]
[bibtex]
@InProceedings{Arefin_2020_CVPR_Workshops,
author = {Arefin, Md Rifat and Michalski, Vincent and St-Charles, Pierre-Luc and Kalaitzis, Alfredo and Kim, Sookyung and Kahou, Samira E. and Bengio, Yoshua},
title = {Multi-Image Super-Resolution for Remote Sensing Using Deep Recurrent Networks},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

RasterNet: Modeling Free-Flow Speed Using LiDAR and Overhead Imagery
Armin Hadzic,
Hunter Blanton,
Weilian Song,
Mei Chen,
Scott Workman,
Nathan Jacobs
[pdf]
[bibtex]
@InProceedings{Hadzic_2020_CVPR_Workshops,
author = {Hadzic, Armin and Blanton, Hunter and Song, Weilian and Chen, Mei and Workman, Scott and Jacobs, Nathan},
title = {RasterNet: Modeling Free-Flow Speed Using LiDAR and Overhead Imagery},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}

Sen1Floods11: A Georeferenced Dataset to Train and Test Deep Learning Flood Algorithms for Sentinel-1
Derrick Bonafilia,
Beth Tellman,
Tyler Anderson,
Erica Issenberg
[pdf]
[bibtex]
@InProceedings{Bonafilia_2020_CVPR_Workshops,
author = {Bonafilia, Derrick and Tellman, Beth and Anderson, Tyler and Issenberg, Erica},
title = {Sen1Floods11: A Georeferenced Dataset to Train and Test Deep Learning Flood Algorithms for Sentinel-1},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2020}
}