EarthVision: Large Scale Computer Vision for Remote Sensing Imagery


Robocodes: Towards Generative Street Addresses From Satellite Imagery
Ilke Demir,
Forest Hughes,
Aman Raj,
Kleovoulos Tsourides,
Divyaa Ravichandran,
Suryanarayana Murthy,
Kaunil Dhruv,
Sanyam Garg,
Jatin Malhotra,
Barrett Doo,
Grace Kermani,
Ramesh Raskar
[pdf]
[bibtex]
@InProceedings{Demir_2017_CVPR_Workshops,
author = {Demir, Ilke and Hughes, Forest and Raj, Aman and Tsourides, Kleovoulos and Ravichandran, Divyaa and Murthy, Suryanarayana and Dhruv, Kaunil and Garg, Sanyam and Malhotra, Jatin and Doo, Barrett and Kermani, Grace and Raskar, Ramesh},
title = {Robocodes: Towards Generative Street Addresses From Satellite Imagery},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Temporal Vegetation Modelling Using Long Short-Term Memory Networks for Crop Identification From Medium-Resolution Multi-Spectral Satellite Images
Marc Russwurm,
Marco Korner
[pdf]
[bibtex]
@InProceedings{Russwurm_2017_CVPR_Workshops,
author = {Russwurm, Marc and Korner, Marco},
title = {Temporal Vegetation Modelling Using Long Short-Term Memory Networks for Crop Identification From Medium-Resolution Multi-Spectral Satellite Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Super-Resolution of Multispectral Multiresolution Images From a Single Sensor
Charis Lanaras,
Jose Bioucas-Dias,
Emmanuel Baltsavias,
Konrad Schindler
[pdf]
[bibtex]
@InProceedings{Lanaras_2017_CVPR_Workshops,
author = {Lanaras, Charis and Bioucas-Dias, Jose and Baltsavias, Emmanuel and Schindler, Konrad},
title = {Super-Resolution of Multispectral Multiresolution Images From a Single Sensor},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

On the Role of Representations for Reasoning in Large-Scale Urban Scenes
Randi Cabezas,
Maros Blaha,
Sue Zheng,
Guy Rosman,
Konrad Schindler,
John W. Fisher III
[pdf]
[bibtex]
@InProceedings{Cabezas_2017_CVPR_Workshops,
author = {Cabezas, Randi and Blaha, Maros and Zheng, Sue and Rosman, Guy and Schindler, Konrad and Fisher, III, John W.},
title = {On the Role of Representations for Reasoning in Large-Scale Urban Scenes},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Monitoring Ethiopian Wheat Fungus With Satellite Imagery and Deep Feature Learning
Reid Pryzant,
Stefano Ermon,
David Lobell
[pdf]
[bibtex]
@InProceedings{Pryzant_2017_CVPR_Workshops,
author = {Pryzant, Reid and Ermon, Stefano and Lobell, David},
title = {Monitoring Ethiopian Wheat Fungus With Satellite Imagery and Deep Feature Learning},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Filmy Cloud Removal on Satellite Imagery With Multispectral Conditional Generative Adversarial Nets
Kenji Enomoto,
Ken Sakurada,
Weimin Wang,
Hiroshi Fukui,
Masashi Matsuoka,
Ryosuke Nakamura,
Nobuo Kawaguchi
[pdf]
[bibtex]
@InProceedings{Enomoto_2017_CVPR_Workshops,
author = {Enomoto, Kenji and Sakurada, Ken and Wang, Weimin and Fukui, Hiroshi and Matsuoka, Masashi and Nakamura, Ryosuke and Kawaguchi, Nobuo},
title = {Filmy Cloud Removal on Satellite Imagery With Multispectral Conditional Generative Adversarial Nets},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Automatic 3D Reconstruction From Multi-Date Satellite Images
Gabriele Facciolo,
Carlo de Franchis,
Enric Meinhardt-Llopis
[pdf]
[bibtex]
@InProceedings{Facciolo_2017_CVPR_Workshops,
author = {Facciolo, Gabriele and de Franchis, Carlo and Meinhardt-Llopis, Enric},
title = {Automatic 3D Reconstruction From Multi-Date Satellite Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Joint Learning From Earth Observation and OpenStreetMap Data to Get Faster Better Semantic Maps
Nicolas Audebert,
Bertrand Le Saux,
Sebastien Lefevre
[pdf] [arXiv]
[bibtex]
@InProceedings{Audebert_2017_CVPR_Workshops,
author = {Audebert, Nicolas and Le Saux, Bertrand and Lefevre, Sebastien},
title = {Joint Learning From Earth Observation and OpenStreetMap Data to Get Faster Better Semantic Maps},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Dense Semantic Labeling of Very-High-Resolution Aerial Imagery and LiDAR With Fully-Convolutional Neural Networks and Higher-Order CRFs
Yansong Liu,
Sankaranarayanan Piramanayagam,
Sildomar T. Monteiro,
Eli Saber
[pdf]
[bibtex]
@InProceedings{Liu_2017_CVPR_Workshops,
author = {Liu, Yansong and Piramanayagam, Sankaranarayanan and Monteiro, Sildomar T. and Saber, Eli},
title = {Dense Semantic Labeling of Very-High-Resolution Aerial Imagery and LiDAR With Fully-Convolutional Neural Networks and Higher-Order CRFs},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Nonrigid Registration of Hyperspectral and Color Images With Vastly Different Spatial and Spectral Resolutions for Spectral Unmixing and Pansharpening
Yuan Zhou,
Anand Rangarajan,
Paul D. Gader
[pdf]
[bibtex]
@InProceedings{Zhou_2017_CVPR_Workshops,
author = {Zhou, Yuan and Rangarajan, Anand and Gader, Paul D.},
title = {Nonrigid Registration of Hyperspectral and Color Images With Vastly Different Spatial and Spectral Resolutions for Spectral Unmixing and Pansharpening},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Earth Observation Using SAR and Social Media Images
Yuanyuan Wang,
Xiao Xiang Zhu
[pdf]
[bibtex]
@InProceedings{Wang_2017_CVPR_Workshops,
author = {Wang, Yuanyuan and Xiang Zhu, Xiao},
title = {Earth Observation Using SAR and Social Media Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}