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] [arXiv]

[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 = {Proceedings of 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 = {Proceedings of 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 = {Proceedings of 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] [arXiv]

[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 = {Proceedings of 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] [arXiv]

[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 = {Proceedings of 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 = {Proceedings of 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] [arXiv]

[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 = {Proceedings of 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 = {Proceedings of 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 = {Proceedings of 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 = {Proceedings of 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 = {Proceedings of 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 = {Proceedings of 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] [arXiv]

[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 = {Proceedings of 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 = {Proceedings of 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] [arXiv]

[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 = {Proceedings of 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 = {Proceedings of 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 = {Proceedings of 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 = {Proceedings of 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 = {Proceedings of 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 = {Proceedings of 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] [arXiv]

[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 = {Proceedings of 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] [arXiv]

[bibtex]

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