Differential Geometry in Computer Vision and Machine Learning


The Assignment Manifold: A Smooth Model for Image Labeling
Freddie Astrom,
Stefania Petra,
Bernhard Schmitzer,
Christoph Schnorr
[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 = {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
Chafik Samir,
Sebastian Kurtek,
Justin Strait,
Shantanu H. Joshi
[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 = {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
Mengyu Dai,
Zhengwu Zhang,
Anuj Srivastava
[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 = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2016}
}

Partial Matchings and Growth Mapped Evolutions in Shape Spaces
Irene Kaltenmark,
Alain Trouve
[pdf]
[bibtex]
@InProceedings{Kaltenmark_2016_CVPR_Workshops,
author = {Kaltenmark, Irene and Trouve, Alain},
title = {Partial Matchings and Growth Mapped Evolutions in Shape Spaces},
booktitle = {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
Meng Meng,
hassen Drira,
Mohamed Daoudi,
Jacques Boonaert
[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 = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2016}
}

Riemannian Geometric Approaches for Measuring Movement Quality
Anirudh Som,
Rushil Anirudh,
Qiao Wang,
Pavan Turaga
[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 = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2016}
}

Differential Geometry Boosts Convolutional Neural Networks for Object Detection
Chu Wang,
Kaleem Siddiqi
[pdf]
[bibtex]
@InProceedings{Wang_2016_CVPR_Workshops,
author = {Wang, Chu and Siddiqi, Kaleem},
title = {Differential Geometry Boosts Convolutional Neural Networks for Object Detection},
booktitle = {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
Lee M. Seversky,
Shelby Davis,
Matthew Berger
[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 = {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
Rushil Anirudh,
Vinay Venkataraman,
Karthikeyan Natesan Ramamurthy,
Pavan Turaga
[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 = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2016}
}

A Survey on Rotation Optimization in Structure From Motion
Roberto Tron,
Xiaowei Zhou,
Kostas Daniilidis
[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 = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2016}
}

Bayesian Model-Based Automatic Landmark Detection for Planar Curves
Justin Strait,
Sebastian Kurtek
[pdf]
[bibtex]
@InProceedings{Strait_2016_CVPR_Workshops,
author = {Strait, Justin and Kurtek, Sebastian},
title = {Bayesian Model-Based Automatic Landmark Detection for Planar Curves},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2016}
}

Consensus-Based Image Segmentation via Topological Persistence
Qian Ge,
Edgar Lobaton
[pdf]
[bibtex]
@InProceedings{Ge_2016_CVPR_Workshops,
author = {Ge, Qian and Lobaton, Edgar},
title = {Consensus-Based Image Segmentation via Topological Persistence},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2016}
}

Robust Domain Adaptation on the L1-Grassmannian Manifold
Sriram Kumar,
Andreas Savakis
[pdf]
[bibtex]
@InProceedings{Kumar_2016_CVPR_Workshops,
author = {Kumar, Sriram and Savakis, Andreas},
title = {Robust Domain Adaptation on the L1-Grassmannian Manifold},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2016}
}

Fast Dynamic Programming for Elastic Registration of Curves
Javier Bernal,
Gunay Dogan,
Charles R. Hagwood
[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 = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {June},
year = {2016}
}