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Kernel Methods on Riemannian Manifolds with Gaussian RBF Kernels


Mar 17, 2015
Sadeep Jayasumana, Richard Hartley, Mathieu Salzmann, Hongdong Li, Mehrtash Harandi

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Optimizing Over Radial Kernels on Compact Manifolds


Dec 13, 2014
Sadeep Jayasumana, Richard Hartley, Mathieu Salzmann, Hongdong Li, Mehrtash Harandi

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* Published in CVPR 2014 

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A Framework for Shape Analysis via Hilbert Space Embedding


Dec 13, 2014
Sadeep Jayasumana, Mathieu Salzmann, Hongdong Li, Mehrtash Harandi

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* Published in ICCV 2013 

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Kernel Methods on the Riemannian Manifold of Symmetric Positive Definite Matrices


Dec 13, 2014
Sadeep Jayasumana, Richard Hartley, Mathieu Salzmann, Hongdong Li, Mehrtash Harandi

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* Published in CVPR 2013. arXiv admin note: substantial text overlap with arXiv:1412.0265 

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Iteratively Reweighted Graph Cut for Multi-label MRFs with Non-convex Priors


Nov 24, 2014
Thalaiyasingam Ajanthan, Richard Hartley, Mathieu Salzmann, Hongdong Li

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* CVPR, June 2015 
* 9 pages, 5 figures and 6 tables 

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From Manifold to Manifold: Geometry-Aware Dimensionality Reduction for SPD Matrices


Nov 17, 2014
Mehrtash T. Harandi, Mathieu Salzmann, Richard Hartley

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Kernel Coding: General Formulation and Special Cases


Aug 30, 2014
Mehrtash Harandi, Mathieu Salzmann

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Expanding the Family of Grassmannian Kernels: An Embedding Perspective


Jul 04, 2014
Mehrtash T. Harandi, Mathieu Salzmann, Sadeep Jayasumana, Richard Hartley, Hongdong Li

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Bregman Divergences for Infinite Dimensional Covariance Matrices


Jun 11, 2014
Mehrtash Harandi, Mathieu Salzmann, Fatih Porikli

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* IEEE Conference on Computer Vision and Pattern Recognition (2014) 

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