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 = {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 = {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 = {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 = {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 = {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 = {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 = {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 = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},
month = {July},
year = {2017}
}