Geometry Meets Deep Learning
A Decoder-Free Approach for Unsupervised Clustering and Manifold Learning with Random Triplet Mining-
[pdf]
[bibtex]@InProceedings{Nina_2019_ICCV_Workshops,
author = {Nina, Oliver and Moody, Jamison and Milligan, Clarissa},
title = {A Decoder-Free Approach for Unsupervised Clustering and Manifold Learning with Random Triplet Mining},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
Multi-View PointNet for 3D Scene Understanding-
[pdf]
[bibtex]@InProceedings{Jaritz_2019_ICCV_Workshops,
author = {Jaritz, Maximilian and Gu, Jiayuan and Su, Hao},
title = {Multi-View PointNet for 3D Scene Understanding},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
Parametric Human Shape Reconstruction via Bidirectional Silhouette Guidance-
[pdf]
[bibtex]@InProceedings{Sun_2019_ICCV_Workshops,
author = {Sun, Shuang and Li, Chen and Guo, Zhenhua and Tai, Yuwing},
title = {Parametric Human Shape Reconstruction via Bidirectional Silhouette Guidance},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
Auto-Encoding Meshes of any Topology with the Current-Splatting and Exponentiation Layers-
[pdf]
[bibtex]@InProceedings{Bone_2019_ICCV_Workshops,
author = {Bone, Alexandre and Colliot, Olivier and Durrleman, Stanley},
title = {Auto-Encoding Meshes of any Topology with the Current-Splatting and Exponentiation Layers},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
Generalizing Monocular 3D Human Pose Estimation in the Wild-
[pdf]
[bibtex]@InProceedings{Wang_2019_ICCV_Workshops,
author = {Wang, Luyang and Chen, Yan and Guo, Zhenhua and Qian, Keyuan and Lin, Mude and Li, Hongsheng and Ren, Jimmy S.},
title = {Generalizing Monocular 3D Human Pose Estimation in the Wild},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
Patch-Based Reconstruction of a Textureless Deformable 3D Surface from a Single RGB Image-
[pdf]
[bibtex]@InProceedings{Tsoli_2019_ICCV_Workshops,
author = {Tsoli, Aggeliki and Argyros, Antonis. A.},
title = {Patch-Based Reconstruction of a Textureless Deformable 3D Surface from a Single RGB Image},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
Self-Supervised Learning of Depth and Motion Under Photometric Inconsistency-
[pdf]
[bibtex]@InProceedings{Shen_2019_ICCV_Workshops,
author = {Shen, Tianwei and Zhou, Lei and Luo, Zixin and Yao, Yao and Li, Shiwei and Zhang, Jiahui and Fang, Tian and Quan, Long},
title = {Self-Supervised Learning of Depth and Motion Under Photometric Inconsistency},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
Lifting AutoEncoders: Unsupervised Learning of a Fully-Disentangled 3D Morphable Model Using Deep Non-Rigid Structure From Motion-
[pdf]
[bibtex]@InProceedings{Sahasrabudhe_2019_ICCV_Workshops,
author = {Sahasrabudhe, Mihir and Shu, Zhixin and Bartrum, Edward and Alp Guler, Riza and Samaras, Dimitris and Kokkinos, Iasonas},
title = {Lifting AutoEncoders: Unsupervised Learning of a Fully-Disentangled 3D Morphable Model Using Deep Non-Rigid Structure From Motion},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
Floors are Flat: Leveraging Semantics for Real-Time Surface Normal Prediction-
[pdf]
[bibtex]@InProceedings{Hickson_2019_ICCV_Workshops,
author = {Hickson, Steven and Raveendran, Karthik and Fathi, Alireza and Murphy, Kevin and Essa, Irfan},
title = {Floors are Flat: Leveraging Semantics for Real-Time Surface Normal Prediction},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
Hyperparameter-Free Losses for Model-Based Monocular Reconstruction-
[pdf]
[bibtex]@InProceedings{Ramon_2019_ICCV_Workshops,
author = {Ramon, Eduard and Ruiz, Guillermo and Batard, Thomas and Giro-i-Nieto, Xavier},
title = {Hyperparameter-Free Losses for Model-Based Monocular Reconstruction},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
Momen(e)t: Flavor the Moments in Learning to Classify Shapes-
[pdf]
[bibtex]@InProceedings{Joseph-Rivlin_2019_ICCV_Workshops,
author = {Joseph-Rivlin, Mor and Zvirin, Alon and Kimmel, Ron},
title = {Momen(e)t: Flavor the Moments in Learning to Classify Shapes},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
A Geometric Approach to Obtain a Bird's Eye View From an Image-
[pdf]
[bibtex]@InProceedings{Abbas_2019_ICCV_Workshops,
author = {Ammar Abbas, Syed and Zisserman, Andrew},
title = {A Geometric Approach to Obtain a Bird's Eye View From an Image},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
Rethinking Task and Metrics of Instance Segmentation on 3D Point Clouds-
[pdf]
[bibtex]@InProceedings{Arase_2019_ICCV_Workshops,
author = {Arase, Kosuke and Mukuta, Yusuke and Harada, Tatsuya},
title = {Rethinking Task and Metrics of Instance Segmentation on 3D Point Clouds},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
Render4Completion: Synthesizing Multi-View Depth Maps for 3D Shape Completion-
[pdf]
[bibtex]@InProceedings{Hu_2019_ICCV_Workshops,
author = {Hu, Tao and Han, Zhizhong and Shrivastava, Abhinav and Zwicker, Matthias},
title = {Render4Completion: Synthesizing Multi-View Depth Maps for 3D Shape Completion},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
Residual Attention Graph Convolutional Network for Geometric 3D Scene Classification-
[pdf]
[bibtex]@InProceedings{Mosella-Montoro_2019_ICCV_Workshops,
author = {Mosella-Montoro, Albert and Ruiz-Hidalgo, Javier},
title = {Residual Attention Graph Convolutional Network for Geometric 3D Scene Classification},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
Learning to Reconstruct Symmetric Shapes using Planar Parameterization of 3D Surface-
[pdf]
[bibtex]@InProceedings{Jain_2019_ICCV_Workshops,
author = {Jain, Hardik and Wollhaf, Manuel and Hellwich, Olaf},
title = {Learning to Reconstruct Symmetric Shapes using Planar Parameterization of 3D Surface},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}
SpiralNet++: A Fast and Highly Efficient Mesh Convolution Operator-
[pdf]
[bibtex]@InProceedings{Gong_2019_ICCV_Workshops,
author = {Gong, Shunwang and Chen, Lei and Bronstein, Michael and Zafeiriou, Stefanos},
title = {SpiralNet++: A Fast and Highly Efficient Mesh Convolution Operator},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}