Differential Geometry in Computer Vision and Machine Learning
The Assignment Manifold: A Smooth Model for Image Labeling-
[pdf]
[bibtex]@InProceedings{Astrom_2016_CVPR_Workshops,
author = {Astrom, Freddie and Petra, Stefania and Schmitzer, Bernhard and Schnorr, Christoph},
title = {The Assignment Manifold: A Smooth Model for Image Labeling},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2016}
}
A Statistical Framework for Elastic Shape Analysis of Spatio-Temporal Evolutions of Planar Closed Curves-
[pdf]
[bibtex]@InProceedings{Samir_2016_CVPR_Workshops,
author = {Samir, Chafik and Kurtek, Sebastian and Strait, Justin and Joshi, Shantanu H.},
title = {A Statistical Framework for Elastic Shape Analysis of Spatio-Temporal Evolutions of Planar Closed Curves},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2016}
}
Testing Stationarity of Brain Functional Connectivity Using Change-Point Detection in fMRI Data-
[pdf]
[bibtex]@InProceedings{Dai_2016_CVPR_Workshops,
author = {Dai, Mengyu and Zhang, Zhengwu and Srivastava, Anuj},
title = {Testing Stationarity of Brain Functional Connectivity Using Change-Point Detection in fMRI Data},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2016}
}
Partial Matchings and Growth Mapped Evolutions in Shape Spaces-
[pdf]
[bibtex]@InProceedings{Kaltenmark_2016_CVPR_Workshops,
author = {Kaltenmark, Irene and Trouve, Alain},
title = {Partial Matchings and Growth Mapped Evolutions in Shape Spaces},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2016}
}
Human Object Interaction Recognition Using Rate-Invariant Shape Analysis of Inter Joint Distances Trajectories-
[pdf]
[bibtex]@InProceedings{Meng_2016_CVPR_Workshops,
author = {Meng, Meng and Drira, hassen and Daoudi, Mohamed and Boonaert, Jacques},
title = {Human Object Interaction Recognition Using Rate-Invariant Shape Analysis of Inter Joint Distances Trajectories},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2016}
}
Riemannian Geometric Approaches for Measuring Movement Quality-
[pdf]
[bibtex]@InProceedings{Som_2016_CVPR_Workshops,
author = {Som, Anirudh and Anirudh, Rushil and Wang, Qiao and Turaga, Pavan},
title = {Riemannian Geometric Approaches for Measuring Movement Quality},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2016}
}
Differential Geometry Boosts Convolutional Neural Networks for Object Detection-
[pdf]
[bibtex]@InProceedings{Wang_2016_CVPR_Workshops,
author = {Wang, Chu and Siddiqi, Kaleem},
title = {Differential Geometry Boosts Convolutional Neural Networks for Object Detection},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2016}
}
On Time-Series Topological Data Analysis: New Data and Opportunities-
[pdf]
[bibtex]@InProceedings{Seversky_2016_CVPR_Workshops,
author = {Seversky, Lee M. and Davis, Shelby and Berger, Matthew},
title = {On Time-Series Topological Data Analysis: New Data and Opportunities},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2016}
}
A Riemannian Framework for Statistical Analysis of Topological Persistence Diagrams-
[pdf]
[bibtex]@InProceedings{Anirudh_2016_CVPR_Workshops,
author = {Anirudh, Rushil and Venkataraman, Vinay and Natesan Ramamurthy, Karthikeyan and Turaga, Pavan},
title = {A Riemannian Framework for Statistical Analysis of Topological Persistence Diagrams},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2016}
}
A Survey on Rotation Optimization in Structure From Motion-
[pdf]
[bibtex]@InProceedings{Tron_2016_CVPR_Workshops,
author = {Tron, Roberto and Zhou, Xiaowei and Daniilidis, Kostas},
title = {A Survey on Rotation Optimization in Structure From Motion},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2016}
}
Bayesian Model-Based Automatic Landmark Detection for Planar Curves-
[pdf]
[bibtex]@InProceedings{Strait_2016_CVPR_Workshops,
author = {Strait, Justin and Kurtek, Sebastian},
title = {Bayesian Model-Based Automatic Landmark Detection for Planar Curves},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2016}
}
Consensus-Based Image Segmentation via Topological Persistence-
[pdf]
[bibtex]@InProceedings{Ge_2016_CVPR_Workshops,
author = {Ge, Qian and Lobaton, Edgar},
title = {Consensus-Based Image Segmentation via Topological Persistence},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2016}
}
Robust Domain Adaptation on the L1-Grassmannian Manifold-
[pdf]
[bibtex]@InProceedings{Kumar_2016_CVPR_Workshops,
author = {Kumar, Sriram and Savakis, Andreas},
title = {Robust Domain Adaptation on the L1-Grassmannian Manifold},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2016}
}
Fast Dynamic Programming for Elastic Registration of Curves-
[pdf]
[bibtex]@InProceedings{Bernal_2016_CVPR_Workshops,
author = {Bernal, Javier and Dogan, Gunay and Hagwood, Charles R.},
title = {Fast Dynamic Programming for Elastic Registration of Curves},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2016}
}