Geometry Meets Deep Learning


Vision-As-Inverse-Graphics: Obtaining a Rich 3D Explanation of a Scene From a Single Image
Lukasz Romaszko,
Christopher K. I. Williams,
Pol Moreno,
Pushmeet Kohli
[pdf] [supp]
[bibtex]
@InProceedings{Romaszko_2017_ICCV_Workshops,
author = {Romaszko, Lukasz and Williams, Christopher K. I. and Moreno, Pol and Kohli, Pushmeet},
title = {Vision-As-Inverse-Graphics: Obtaining a Rich 3D Explanation of a Scene From a Single Image},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Semantic Texture for Robust Dense Tracking
Jan Czarnowski,
Stefan Leutenegger,
Andrew J. Davison
[pdf] [arXiv]
[bibtex]
@InProceedings{Czarnowski_2017_ICCV_Workshops,
author = {Czarnowski, Jan and Leutenegger, Stefan and Davison, Andrew J.},
title = {Semantic Texture for Robust Dense Tracking},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Graph-Based Classification of Omnidirectional Images
Renata Khasanova,
Pascal Frossard
[pdf] [arXiv]
[bibtex]
@InProceedings{Khasanova_2017_ICCV_Workshops,
author = {Khasanova, Renata and Frossard, Pascal},
title = {Graph-Based Classification of Omnidirectional Images},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Image-Based Localization Using Hourglass Networks
Iaroslav Melekhov,
Juha Ylioinas,
Juho Kannala,
Esa Rahtu
[pdf] [arXiv]
[bibtex]
@InProceedings{Melekhov_2017_ICCV_Workshops,
author = {Melekhov, Iaroslav and Ylioinas, Juha and Kannala, Juho and Rahtu, Esa},
title = {Image-Based Localization Using Hourglass Networks},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Cascade Residual Learning: A Two-Stage Convolutional Neural Network for Stereo Matching
Jiahao Pang,
Wenxiu Sun,
Jimmy SJ. Ren,
Chengxi Yang,
Qiong Yan
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Pang_2017_ICCV_Workshops,
author = {Pang, Jiahao and Sun, Wenxiu and Ren, Jimmy SJ. and Yang, Chengxi and Yan, Qiong},
title = {Cascade Residual Learning: A Two-Stage Convolutional Neural Network for Stereo Matching},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

RGB-D Object Recognition Using Deep Convolutional Neural Networks
Saman Zia,
Buket Yuksel,
Deniz Yuret,
Yucel Yemez
[pdf]
[bibtex]
@InProceedings{Zia_2017_ICCV_Workshops,
author = {Zia, Saman and Yuksel, Buket and Yuret, Deniz and Yemez, Yucel},
title = {RGB-D Object Recognition Using Deep Convolutional Neural Networks},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

3D Morphable Models as Spatial Transformer Networks
Anil Bas,
Patrik Huber,
William A. P. Smith,
Muhammad Awais,
Josef Kittler
[pdf] [arXiv]
[bibtex]
@InProceedings{Bas_2017_ICCV_Workshops,
author = {Bas, Anil and Huber, Patrik and Smith, William A. P. and Awais, Muhammad and Kittler, Josef},
title = {3D Morphable Models as Spatial Transformer Networks},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Homography Estimation From Image Pairs With Hierarchical Convolutional Networks
Farzan Erlik Nowruzi,
Robert Laganiere,
Nathalie Japkowicz
[pdf]
[bibtex]
@InProceedings{Nowruzi_2017_ICCV_Workshops,
author = {Erlik Nowruzi, Farzan and Laganiere, Robert and Japkowicz, Nathalie},
title = {Homography Estimation From Image Pairs With Hierarchical Convolutional Networks},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

3D Scene Mesh From CNN Depth Predictions and Sparse Monocular SLAM
Tomoyuki Mukasa,
Jiu Xu,
Bjorn Stenger
[pdf]
[bibtex]
@InProceedings{Mukasa_2017_ICCV_Workshops,
author = {Mukasa, Tomoyuki and Xu, Jiu and Stenger, Bjorn},
title = {3D Scene Mesh From CNN Depth Predictions and Sparse Monocular SLAM},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Camera Relocalization by Computing Pairwise Relative Poses Using Convolutional Neural Network
Zakaria Laskar,
Iaroslav Melekhov,
Surya Kalia,
Juho Kannala
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Laskar_2017_ICCV_Workshops,
author = {Laskar, Zakaria and Melekhov, Iaroslav and Kalia, Surya and Kannala, Juho},
title = {Camera Relocalization by Computing Pairwise Relative Poses Using Convolutional Neural Network},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Scaling CNNs for High Resolution Volumetric Reconstruction From a Single Image
Adrian Johnston,
Ravi Garg,
Gustavo Carneiro,
Ian Reid,
Anton van den Hengel
[pdf]
[bibtex]
@InProceedings{Johnston_2017_ICCV_Workshops,
author = {Johnston, Adrian and Garg, Ravi and Carneiro, Gustavo and Reid, Ian and van den Hengel, Anton},
title = {Scaling CNNs for High Resolution Volumetric Reconstruction From a Single Image},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}