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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2019}
}