Manifold Learning, From Euclid to Riemann


moM: Mean of Moments Feature for Person Re-Identification
Mengran Gou,
Octavia Camps,
Mario Sznaier
[pdf]
[bibtex]
@InProceedings{Gou_2017_ICCV_Workshops,
author = {Gou, Mengran and Camps, Octavia and Sznaier, Mario},
title = {moM: Mean of Moments Feature for Person Re-Identification},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Clustering Positive Definite Matrices by Learning Information Divergences
Panagiotis Stanitsas,
Anoop Cherian,
Vassilios Morellas,
Nikolaos Papanikolopoulos
[pdf]
[bibtex]
@InProceedings{Stanitsas_2017_ICCV_Workshops,
author = {Stanitsas, Panagiotis and Cherian, Anoop and Morellas, Vassilios and Papanikolopoulos, Nikolaos},
title = {Clustering Positive Definite Matrices by Learning Information Divergences},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Margin Based Semi-Supervised Elastic Embedding for Face Image Analysis
Fadi Dornaika,
Youssof El Traboulsi
[pdf]
[bibtex]
@InProceedings{Dornaika_2017_ICCV_Workshops,
author = {Dornaika, Fadi and El Traboulsi, Youssof},
title = {Margin Based Semi-Supervised Elastic Embedding for Face Image Analysis},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Coupled Manifold Learning for Retrieval Across Modalities
Anees Kazi,
Sailesh Conjeti,
Amin Katouzian,
Nassir Navab
[pdf]
[bibtex]
@InProceedings{Kazi_2017_ICCV_Workshops,
author = {Kazi, Anees and Conjeti, Sailesh and Katouzian, Amin and Navab, Nassir},
title = {Coupled Manifold Learning for Retrieval Across Modalities},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}

Learning Invariant Riemannian Geometric Representations Using Deep Nets
Suhas Lohit,
Pavan Turaga
[pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Lohit_2017_ICCV_Workshops,
author = {Lohit, Suhas and Turaga, Pavan},
title = {Learning Invariant Riemannian Geometric Representations Using Deep Nets},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {Oct},
year = {2017}
}