Deep Learning for Geometric Shape Understanding Workshop

SkelNetOn 2019: Dataset and Challenge on Deep Learning for Geometric Shape Understanding

Ilke Demir,

Camilla Hahn,

Kathryn Leonard,

Geraldine Morin,

Dana Rahbani,

Athina Panotopoulou,

Amelie Fondevilla,

Elena Balashova,

Bastien Durix,

Adam Kortylewski

[pdf]

[bibtex]

@InProceedings{Demir_2019_CVPR_Workshops,
author = {Demir, Ilke and Hahn, Camilla and Leonard, Kathryn and Morin, Geraldine and Rahbani, Dana and Panotopoulou, Athina and Fondevilla, Amelie and Balashova, Elena and Durix, Bastien and Kortylewski, Adam},
title = {SkelNetOn 2019: Dataset and Challenge on Deep Learning for Geometric Shape Understanding},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Parametric Shape Modeling and Skeleton Extraction With Radial Basis Functions Using Similarity Domains Network

Sedat Ozer

[pdf]

[bibtex]

@InProceedings{Ozer_2019_CVPR_Workshops,
author = {Ozer, Sedat},
title = {Parametric Shape Modeling and Skeleton Extraction With Radial Basis Functions Using Similarity Domains Network},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Multi-Level 3D CNN for Learning Multi-Scale Spatial Features

Sambit Ghadai,

Xian Yeow Lee,

Aditya Balu,

Soumik Sarkar,

Adarsh Krishnamurthy

[pdf]

[bibtex]

@InProceedings{Ghadai_2019_CVPR_Workshops,
author = {Ghadai, Sambit and Yeow Lee, Xian and Balu, Aditya and Sarkar, Soumik and Krishnamurthy, Adarsh},
title = {Multi-Level 3D CNN for Learning Multi-Scale Spatial Features},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Invariance to Affine-Permutation Distortions

Liang-Yan Gui,

David A. Sepiashvili,

Jose M. F. Moura

[pdf]

[bibtex]

@InProceedings{Gui_2019_CVPR_Workshops,
author = {Gui, Liang-Yan and Sepiashvili, David A. and Moura, Jose M. F.},
title = {Invariance to Affine-Permutation Distortions},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

A Novel Algorithm for Skeleton Extraction From Images Using Topological Graph Analysis

Liping Yang,

Diane Oyen,

Brendt Wohlberg

[pdf]

[bibtex]

@InProceedings{Yang_2019_CVPR_Workshops,
author = {Yang, Liping and Oyen, Diane and Wohlberg, Brendt},
title = {A Novel Algorithm for Skeleton Extraction From Images Using Topological Graph Analysis},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Parametric Skeleton Generation via Gaussian Mixture Models

Chang Liu,

Dezhao Luo,

Yifei Zhang,

Wei Ke,

Fang Wan,

Qixiang Ye

[pdf]

[bibtex]

@InProceedings{Liu_2019_CVPR_Workshops,
author = {Liu, Chang and Luo, Dezhao and Zhang, Yifei and Ke, Wei and Wan, Fang and Ye, Qixiang},
title = {Parametric Skeleton Generation via Gaussian Mixture Models},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Feature Hourglass Network for Skeleton Detection

Nan Jiang,

Yifei Zhang,

Dezhao Luo,

Chang Liu,

Yu Zhou,

Zhenjun Han

[pdf]

[bibtex]

@InProceedings{Jiang_2019_CVPR_Workshops,
author = {Jiang, Nan and Zhang, Yifei and Luo, Dezhao and Liu, Chang and Zhou, Yu and Han, Zhenjun},
title = {Feature Hourglass Network for Skeleton Detection},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

Pyramid U-Network for Skeleton Extraction From Shape Points

Rowel Atienza

[pdf]

[bibtex]

@InProceedings{Atienza_2019_CVPR_Workshops,
author = {Atienza, Rowel},
title = {Pyramid U-Network for Skeleton Extraction From Shape Points},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

SkeletonNet: Shape Pixel to Skeleton Pixel

Sabari Nathan,

Priya Kansal

[pdf]

[bibtex]

@InProceedings{Nathan_2019_CVPR_Workshops,
author = {Nathan, Sabari and Kansal, Priya},
title = {SkeletonNet: Shape Pixel to Skeleton Pixel},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}

U-Net Based Convolutional Neural Network for Skeleton Extraction

Oleg Panichev,

Alona Voloshyna

[pdf]

[bibtex]

@InProceedings{Panichev_2019_CVPR_Workshops,
author = {Panichev, Oleg and Voloshyna, Alona},
title = {U-Net Based Convolutional Neural Network for Skeleton Extraction},
booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}