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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2017}
}