3rd Workshop on Geometry Meets Deep Learning


Scene Coordinate Regression with Angle-Based Reprojection Loss for Camera Relocalization
Xiaotian Li,
Juha Ylioinas,
Jakob Verbeek,
Juho Kannala
[pdf]
[bibtex]
@InProceedings{Li_2018_ECCV_Workshops},
author = {Li, Xiaotian and Ylioinas, Juha and Verbeek, Jakob and Kannala, Juho},
title = {Scene Coordinate Regression with Angle-Based Reprojection Loss for Camera Relocalization},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Deep Normal Estimation for Automatic Shading of Hand-Drawn Characters
Matis Hudon,
Mairead Grogan,
Rafael Pages,
Aljosa Smolic
[pdf]
[bibtex]
@InProceedings{Hudon_2018_ECCV_Workshops},
author = {Hudon, Matis and Grogan, Mairead and Pages, Rafael and Smolic, Aljosa},
title = {Deep Normal Estimation for Automatic Shading of Hand-Drawn Characters},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

3D Surface Reconstruction by Pointillism
Olivia Wiles,
Andrew Zisserman
[pdf]
[bibtex]
@InProceedings{Wiles_2018_ECCV_Workshops},
author = {Wiles, Olivia and Zisserman, Andrew},
title = {3D Surface Reconstruction by Pointillism},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Detecting parallel-moving objects in the monocular case employing CNN depth maps
Nolang Fanani,
Matthias Ochs,
Rudolf Mester
[pdf]
[bibtex]
@InProceedings{Fanani_2018_ECCV_Workshops},
author = {Fanani, Nolang and Ochs, Matthias and Mester, Rudolf},
title = {Detecting parallel-moving objects in the monocular case employing CNN depth maps},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Object Pose Estimation from Monocular Image using Multi-View Keypoint Correspondence
Jogendra Nath Kundu,
Rahul M V,
Aditya Ganeshan,
R Venkatesh Babu
[pdf]
[bibtex]
@InProceedings{Kundu_2018_ECCV_Workshops},
author = {Nath Kundu, Jogendra and M V, Rahul and Ganeshan, Aditya and Venkatesh Babu, R},
title = {Object Pose Estimation from Monocular Image using Multi-View Keypoint Correspondence},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

3DContextNet: K-d Tree Guided Hierarchical Learning of Point Clouds Using Local and Global Contextual Cues
Wei Zeng,
Theo Gevers
[pdf]
[bibtex]
@InProceedings{Zeng_2018_ECCV_Workshops},
author = {Zeng, Wei and Gevers, Theo},
title = {3DContextNet: K-d Tree Guided Hierarchical Learning of Point Clouds Using Local and Global Contextual Cues},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Evaluation of CNN-based Single-Image Depth Estimation Methods
Tobias Koch,
Lukas Liebel,
Friedrich Fraundorfer,
Marco Korner
[pdf]
[bibtex]
@InProceedings{Koch_2018_ECCV_Workshops},
author = {Koch, Tobias and Liebel, Lukas and Fraundorfer, Friedrich and Korner, Marco},
title = {Evaluation of CNN-based Single-Image Depth Estimation Methods},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

A Simple Approach to Intrinsic Correspondence Learning on Unstructured 3D Meshes
Isaak Lim,
Alexander Dielen,
Marcel Campen,
Leif Kobbelt
[pdf]
[bibtex]
@InProceedings{Lim_2018_ECCV_Workshops},
author = {Lim, Isaak and Dielen, Alexander and Campen, Marcel and Kobbelt, Leif},
title = {A Simple Approach to Intrinsic Correspondence Learning on Unstructured 3D Meshes},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Learning structure-from-motion from motion
Clement Pinard,
Laure Chevalley,
Antoine Manzanera,
David Filliat
[pdf]
[bibtex]
@InProceedings{Pinard_2018_ECCV_Workshops},
author = {Pinard, Clement and Chevalley, Laure and Manzanera, Antoine and Filliat, David},
title = {Learning structure-from-motion from motion},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Learning Spectral Transform Network on 3D Surface for Non-rigid Shape Analysis
Ruixuan Yu,
Jian Sun,
Huibin Li
[pdf]
[bibtex]
@InProceedings{Yu_2018_ECCV_Workshops},
author = {Yu, Ruixuan and Sun, Jian and Li, Huibin},
title = {Learning Spectral Transform Network on 3D Surface for Non-rigid Shape Analysis},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Know What Your Neighbors Do: 3D Semantic Segmentation of Point Clouds
Francis Engelmann,
Theodora Kontogianni,
Jonas Schult,
Bastian Leibe
[pdf]
[bibtex]
@InProceedings{Engelmann_2018_ECCV_Workshops},
author = {Engelmann, Francis and Kontogianni, Theodora and Schult, Jonas and Leibe, Bastian},
title = {Know What Your Neighbors Do: 3D Semantic Segmentation of Point Clouds},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Deep Learning for Multi-Path Error Removal in ToF Sensors
Gianluca Agresti,
Pietro Zanuttigh
[pdf]
[bibtex]
@InProceedings{Agresti_2018_ECCV_Workshops},
author = {Agresti, Gianluca and Zanuttigh, Pietro},
title = {Deep Learning for Multi-Path Error Removal in ToF Sensors},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

PosIX-GAN: Generating multiple poses using GAN for Pose-Invariant Face Recognition
Avishek Bhattacharjee,
Samik Banerjee,
Sukhendu Das
[pdf]
[bibtex]
@InProceedings{Bhattacharjee_2018_ECCV_Workshops},
author = {Bhattacharjee, Avishek and Banerjee, Samik and Das, Sukhendu},
title = {PosIX-GAN: Generating multiple poses using GAN for Pose-Invariant Face Recognition},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Semi-Supervised Semantic Matching.
Zakaria Laskar,
Juho Kannala
[pdf]
[bibtex]
@InProceedings{Laskar_2018_ECCV_Workshops},
author = {Laskar, Zakaria and Kannala, Juho},
title = {Semi-Supervised Semantic Matching.},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Multi-Kernel Diffusion CNNs for Graph-Based Learning on Point Clouds
Lasse Hansen,
Jasper Diesel,
Mattias P. Heinrich
[pdf]
[bibtex]
@InProceedings{Hansen_2018_ECCV_Workshops},
author = {Hansen, Lasse and Diesel, Jasper and Heinrich, Mattias P.},
title = {Multi-Kernel Diffusion CNNs for Graph-Based Learning on Point Clouds},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Attaining human-level performance with atlas location autocontext for anatomical landmark detection in 3D CT data
Alison Q. O'Neil,
Antanas Kascenas,
Joseph Henry,
Daniel Wyeth,
Matthew Shepherd,
Erin Beveridge,
Lauren Clunie,
Carrie Sansom,
Evelina Seduikyte Keith Muir,
Ian Poole
[pdf]
[bibtex]
@InProceedings{O'Neil_2018_ECCV_Workshops},
author = {O'Neil, Alison Q. and Kascenas, Antanas and Henry, Joseph and Wyeth, Daniel and Shepherd, Matthew and Beveridge, Erin and Clunie, Lauren and Sansom, Carrie and Seduikyte Keith Muir, Evelina and Poole, Ian},
title = {Attaining human-level performance with atlas location autocontext for anatomical landmark detection in 3D CT data},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Deep Fundamental Matrix Estimation without Correspondences
Omid Poursaeed,
Guandao Yang,
Aditya Prakash,
Qiuren Fang,
Hanqing Jiang,
Bharath Hariharan,
Serge Belongie
[pdf]
[bibtex]
@InProceedings{Poursaeed_2018_ECCV_Workshops},
author = {Poursaeed, Omid and Yang, Guandao and Prakash, Aditya and Fang, Qiuren and Jiang, Hanqing and Hariharan, Bharath and Belongie, Serge},
title = {Deep Fundamental Matrix Estimation without Correspondences},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

High Quality Facial Surface and Texture Synthesis via Generative Adversarial Networks
Ron Slossberg,
Gil Shamai,
Ron Kimmel
[pdf]
[bibtex]
@InProceedings{Slossberg_2018_ECCV_Workshops},
author = {Slossberg, Ron and Shamai, Gil and Kimmel, Ron},
title = {High Quality Facial Surface and Texture Synthesis via Generative Adversarial Networks},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}