Diff-CVML: Differential Geometry in Computer Vision and Machine Learning

The Square Root Velocity Framework for Curves in a Homogeneous Space

Zhe Su,

Eric Klassen,

Martin Bauer

[pdf] [arXiv]

[bibtex]

@InProceedings{Su_2017_CVPR_Workshops,
author = {Su, Zhe and Klassen, Eric and Bauer, Martin},
title = {The Square Root Velocity Framework for Curves in a Homogeneous Space},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Poisson Disk Sampling on the Grassmannnian: Applications in Subspace Optimization

Rushil Anirudh,

Bhavya Kailkhura,

Jayaraman J. Thiagarajan,

Peer-Timo Bremer

[pdf]

[bibtex]

@InProceedings{Anirudh_2017_CVPR_Workshops,
author = {Anirudh, Rushil and Kailkhura, Bhavya and Thiagarajan, Jayaraman J. and Bremer, Peer-Timo},
title = {Poisson Disk Sampling on the Grassmannnian: Applications in Subspace Optimization},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Riemannian Variance Filtering: An Independent Filtering Scheme for Statistical Tests on Manifold-Valued Data

Ligang Zheng,

Hyunwoo J. Kim,

Nagesh Adluru,

Michael A. Newton,

Vikas Singh

[pdf]

[bibtex]

@InProceedings{Zheng_2017_CVPR_Workshops,
author = {Zheng, Ligang and Kim, Hyunwoo J. and Adluru, Nagesh and Newton, Michael A. and Singh, Vikas},
title = {Riemannian Variance Filtering: An Independent Filtering Scheme for Statistical Tests on Manifold-Valued Data},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Measuring Glide-Reflection Symmetry in Human Movements Using Elastic Shape Analysis

Qiao Wang,

Chaitanya Potaraju,

Pavan Turaga

[pdf]

[bibtex]

@InProceedings{Wang_2017_CVPR_Workshops,
author = {Wang, Qiao and Potaraju, Chaitanya and Turaga, Pavan},
title = {Measuring Glide-Reflection Symmetry in Human Movements Using Elastic Shape Analysis},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Learning Shape Trends: Parameter Estimation in Diffusions on Shape Manifolds

Valentina Staneva,

Laurent Younes

[pdf]

[bibtex]

@InProceedings{Staneva_2017_CVPR_Workshops,
author = {Staneva, Valentina and Younes, Laurent},
title = {Learning Shape Trends: Parameter Estimation in Diffusions on Shape Manifolds},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

A Riemannian Framework for Linear and Quadratic Discriminant Analysis on the Tangent Space of Shapes

Susovan Pal,

Roger P. Woods,

Suchit Panjiyar,

Elizabeth Sowell,

Katherine L. Narr,

Shantanu H. Joshi

[pdf]

[bibtex]

@InProceedings{Pal_2017_CVPR_Workshops,
author = {Pal, Susovan and Woods, Roger P. and Panjiyar, Suchit and Sowell, Elizabeth and Narr, Katherine L. and Joshi, Shantanu H.},
title = {A Riemannian Framework for Linear and Quadratic Discriminant Analysis on the Tangent Space of Shapes},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Signal Classification in Quotient Spaces via Globally Optimal Variational Calculus

Gregory S. Chirikjian

[pdf] [arXiv]

[bibtex]

@InProceedings{Chirikjian_2017_CVPR_Workshops,
author = {Chirikjian, Gregory S.},
title = {Signal Classification in Quotient Spaces via Globally Optimal Variational Calculus},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}

Manifold Guided Label Transfer for Deep Domain Adaptation

Breton Minnehan,

Andreas Savakis

[pdf]

[bibtex]

@InProceedings{Minnehan_2017_CVPR_Workshops,
author = {Minnehan, Breton and Savakis, Andreas},
title = {Manifold Guided Label Transfer for Deep Domain Adaptation},
booktitle = {Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}