DeepGlobe: A Challenge for Parsing the Earth through Satellite Images


DeepGlobe 2018: A Challenge to Parse the Earth Through Satellite Images
Ilke Demir,
Krzysztof Koperski,
David Lindenbaum,
Guan Pang,
Jing Huang,
Saikat Basu,
Forest Hughes,
Devis Tuia,
Ramesh Raskar
[pdf]
[bibtex]
@InProceedings{Demir_2018_CVPR_Workshops,
author = {Demir, Ilke and Koperski, Krzysztof and Lindenbaum, David and Pang, Guan and Huang, Jing and Basu, Saikat and Hughes, Forest and Tuia, Devis and Raskar, Ramesh},
title = {DeepGlobe 2018: A Challenge to Parse the Earth Through Satellite Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

D-LinkNet: LinkNet With Pretrained Encoder and Dilated Convolution for High Resolution Satellite Imagery Road Extraction
Lichen Zhou,
Chuang Zhang,
Ming Wu
[pdf]
[bibtex]
@InProceedings{Zhou_2018_CVPR_Workshops,
author = {Zhou, Lichen and Zhang, Chuang and Wu, Ming},
title = {D-LinkNet: LinkNet With Pretrained Encoder and Dilated Convolution for High Resolution Satellite Imagery Road Extraction},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Building Detection From Satellite Imagery Using Ensemble of Size-Specific Detectors
Ryuhei Hamaguchi,
Shuhei Hikosaka
[pdf]
[bibtex]
@InProceedings{Hamaguchi_2018_CVPR_Workshops,
author = {Hamaguchi, Ryuhei and Hikosaka, Shuhei},
title = {Building Detection From Satellite Imagery Using Ensemble of Size-Specific Detectors},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Dense Fusion Classmate Network for Land Cover Classification
Chao Tian,
Cong Li,
Jianping Shi
[pdf]
[bibtex]
@InProceedings{Tian_2018_CVPR_Workshops,
author = {Tian, Chao and Li, Cong and Shi, Jianping},
title = {Dense Fusion Classmate Network for Land Cover Classification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Semantic Binary Segmentation Using Convolutional Networks Without Decoders
Shubhra Aich,
William van der Kamp,
Ian Stavness
[pdf]
[bibtex]
@InProceedings{Aich_2018_CVPR_Workshops,
author = {Aich, Shubhra and van der Kamp, William and Stavness, Ian},
title = {Semantic Binary Segmentation Using Convolutional Networks Without Decoders},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Stacked U-Nets With Multi-Output for Road Extraction
Tao Sun,
Zehui Chen,
Wenxiang Yang,
Yin Wang
[pdf]
[bibtex]
@InProceedings{Sun_2018_CVPR_Workshops,
author = {Sun, Tao and Chen, Zehui and Yang, Wenxiang and Wang, Yin},
title = {Stacked U-Nets With Multi-Output for Road Extraction},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Fully Convolutional Network for Automatic Road Extraction From Satellite Imagery
Alexander Buslaev,
Selim Seferbekov,
Vladimir Iglovikov,
Alexey Shvets
[pdf]
[bibtex]
@InProceedings{Buslaev_2018_CVPR_Workshops,
author = {Buslaev, Alexander and Seferbekov, Selim and Iglovikov, Vladimir and Shvets, Alexey},
title = {Fully Convolutional Network for Automatic Road Extraction From Satellite Imagery},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Road Detection With EOSResUNet and Post Vectorizing Algorithm
Oleksandr Filin,
Anton Zapara,
Serhii Panchenko
[pdf]
[bibtex]
@InProceedings{Filin_2018_CVPR_Workshops,
author = {Filin, Oleksandr and Zapara, Anton and Panchenko, Serhii},
title = {Road Detection With EOSResUNet and Post Vectorizing Algorithm},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Residual Inception Skip Network for Binary Segmentation
Jigar Doshi
[pdf]
[bibtex]
@InProceedings{Doshi_2018_CVPR_Workshops,
author = {Doshi, Jigar},
title = {Residual Inception Skip Network for Binary Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Roadmap Generation Using a Multi-Stage Ensemble of Deep Neural Networks With Smoothing-Based Optimization
Dragos Costea,
Alina Marcu,
Emil Slusanschi,
Marius Leordeanu
[pdf]
[bibtex]
@InProceedings{Costea_2018_CVPR_Workshops,
author = {Costea, Dragos and Marcu, Alina and Slusanschi, Emil and Leordeanu, Marius},
title = {Roadmap Generation Using a Multi-Stage Ensemble of Deep Neural Networks With Smoothing-Based Optimization},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Rotated Rectangles for Symbolized Building Footprint Extraction
Matt Dickenson,
Lionel Gueguen
[pdf]
[bibtex]
@InProceedings{Dickenson_2018_CVPR_Workshops,
author = {Dickenson, Matt and Gueguen, Lionel},
title = {Rotated Rectangles for Symbolized Building Footprint Extraction},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Building Detection From Satellite Imagery Using a Composite Loss Function
Sergey Golovanov,
Rauf Kurbanov,
Aleksey Artamonov,
Alex Davydow,
Sergey Nikolenko
[pdf]
[bibtex]
@InProceedings{Golovanov_2018_CVPR_Workshops,
author = {Golovanov, Sergey and Kurbanov, Rauf and Artamonov, Aleksey and Davydow, Alex and Nikolenko, Sergey},
title = {Building Detection From Satellite Imagery Using a Composite Loss Function},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

TernausNetV2: Fully Convolutional Network for Instance Segmentation
Vladimir Iglovikov,
Selim Seferbekov,
Alexander Buslaev,
Alexey Shvets
[pdf]
[bibtex]
@InProceedings{Iglovikov_2018_CVPR_Workshops,
author = {Iglovikov, Vladimir and Seferbekov, Selim and Buslaev, Alexander and Shvets, Alexey},
title = {TernausNetV2: Fully Convolutional Network for Instance Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Semantic Segmentation Based Building Extraction Method Using Multi-Source GIS Map Datasets and Satellite Imagery
Weijia Li,
Conghui He,
Jiarui Fang,
Haohuan Fu
[pdf]
[bibtex]
@InProceedings{Li_2018_CVPR_Workshops,
author = {Li, Weijia and He, Conghui and Fang, Jiarui and Fu, Haohuan},
title = {Semantic Segmentation Based Building Extraction Method Using Multi-Source GIS Map Datasets and Satellite Imagery},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

CNNs Fusion for Building Detection in Aerial Images for the Building Detection Challenge
Remi Delassus,
Romain Giot
[pdf]
[bibtex]
@InProceedings{Delassus_2018_CVPR_Workshops,
author = {Delassus, Remi and Giot, Romain},
title = {CNNs Fusion for Building Detection in Aerial Images for the Building Detection Challenge},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Building Extraction From Satellite Images Using Mask R-CNN With Building Boundary Regularization
Kang Zhao,
Jungwon Kang,
Jaewook Jung,
Gunho Sohn
[pdf]
[bibtex]
@InProceedings{Zhao_2018_CVPR_Workshops,
author = {Zhao, Kang and Kang, Jungwon and Jung, Jaewook and Sohn, Gunho},
title = {Building Extraction From Satellite Images Using Mask R-CNN With Building Boundary Regularization},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Deep Aggregation Net for Land Cover Classification
Tzu-Sheng Kuo,
Keng-Sen Tseng,
Jia-Wei Yan,
Yen-Cheng Liu,
Yu-Chiang Frank Wang
[pdf]
[bibtex]
@InProceedings{Kuo_2018_CVPR_Workshops,
author = {Kuo, Tzu-Sheng and Tseng, Keng-Sen and Yan, Jia-Wei and Liu, Yen-Cheng and Frank Wang, Yu-Chiang},
title = {Deep Aggregation Net for Land Cover Classification},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Stacked U-Nets for Ground Material Segmentation in Remote Sensing Imagery
Arthita Ghosh,
Max Ehrlich,
Sohil Shah,
Larry S. Davis,
Rama Chellappa
[pdf]
[bibtex]
@InProceedings{Ghosh_2018_CVPR_Workshops,
author = {Ghosh, Arthita and Ehrlich, Max and Shah, Sohil and Davis, Larry S. and Chellappa, Rama},
title = {Stacked U-Nets for Ground Material Segmentation in Remote Sensing Imagery},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Land Cover Classification From Satellite Imagery With U-Net and Lovasz-Softmax Loss
Alexander Rakhlin,
Alex Davydow,
Sergey Nikolenko
[pdf]
[bibtex]
@InProceedings{Rakhlin_2018_CVPR_Workshops,
author = {Rakhlin, Alexander and Davydow, Alex and Nikolenko, Sergey},
title = {Land Cover Classification From Satellite Imagery With U-Net and Lovasz-Softmax Loss},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

NU-Net: Deep Residual Wide Field of View Convolutional Neural Network for Semantic Segmentation
Mohamed Samy,
Karim Amer,
Kareem Eissa,
Mahmoud Shaker,
Mohamed ElHelw
[pdf]
[bibtex]
@InProceedings{Samy_2018_CVPR_Workshops,
author = {Samy, Mohamed and Amer, Karim and Eissa, Kareem and Shaker, Mahmoud and ElHelw, Mohamed},
title = {NU-Net: Deep Residual Wide Field of View Convolutional Neural Network for Semantic Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Feature Pyramid Network for Multi-Class Land Segmentation
Selim Seferbekov,
Vladimir Iglovikov,
Alexander Buslaev,
Alexey Shvets
[pdf]
[bibtex]
@InProceedings{Seferbekov_2018_CVPR_Workshops,
author = {Seferbekov, Selim and Iglovikov, Vladimir and Buslaev, Alexander and Shvets, Alexey},
title = {Feature Pyramid Network for Multi-Class Land Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Uncertainty Gated Network for Land Cover Segmentation
Guillem Pascual,
Santi Segui,
Jordi Vitria
[pdf]
[bibtex]
@InProceedings{Pascual_2018_CVPR_Workshops,
author = {Pascual, Guillem and Segui, Santi and Vitria, Jordi},
title = {Uncertainty Gated Network for Land Cover Segmentation},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}

Land Cover Classification With Superpixels and Jaccard Index Post-Optimization
Alex Davydow,
Sergey Nikolenko
[pdf]
[bibtex]
@InProceedings{Davydow_2018_CVPR_Workshops,
author = {Davydow, Alex and Nikolenko, Sergey},
title = {Land Cover Classification With Superpixels and Jaccard Index Post-Optimization},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2018}
}