Algorithmic Advances in Riemannian Geometry and Applications - Advances in Computer Vision and Pattern Recognition
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8

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3

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Published By Springer International Publishing

9783319450254, 9783319450261

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Bayesian Statistical Shape Analysis on the Manifold of Diffeomorphisms

Algorithmic Advances in Riemannian Geometry and Applications - Advances in Computer Vision and Pattern Recognition ◽

10.1007/978-3-319-45026-1_1 ◽

2016 ◽

pp. 1-23 ◽

Author(s):

Miaomiao Zhang ◽

P. Thomas Fletcher

Keyword(s):

Shape Analysis ◽

Statistical Shape Analysis ◽

Statistical Shape

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Sampling Constrained Probability Distributions Using Spherical Augmentation

Algorithmic Advances in Riemannian Geometry and Applications - Advances in Computer Vision and Pattern Recognition ◽

10.1007/978-3-319-45026-1_2 ◽

2016 ◽

pp. 25-71 ◽

Author(s):

Shiwei Lan ◽

Babak Shahbaba

Keyword(s):

Probability Distributions

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Geometric Optimization in Machine Learning

Algorithmic Advances in Riemannian Geometry and Applications - Advances in Computer Vision and Pattern Recognition ◽

10.1007/978-3-319-45026-1_3 ◽

2016 ◽

pp. 73-91 ◽

Author(s):

Suvrit Sra ◽

Reshad Hosseini

Keyword(s):

Machine Learning ◽

Geometric Optimization

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Positive Definite Matrices: and Applications to Computer Vision

Algorithmic Advances in Riemannian Geometry and Applications - Advances in Computer Vision and Pattern Recognition ◽

10.1007/978-3-319-45026-1_4 ◽

2016 ◽

pp. 93-114 ◽

Author(s):

Anoop Cherian ◽

Suvrit Sra

Keyword(s):

Computer Vision ◽

Positive Definite ◽

Positive Definite Matrices

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Regression on Lie Groups and Its Application to Affine Motion Tracking

Algorithmic Advances in Riemannian Geometry and Applications - Advances in Computer Vision and Pattern Recognition ◽

10.1007/978-3-319-45026-1_7 ◽

2016 ◽

pp. 173-185 ◽

Author(s):

Fatih Porikli

Keyword(s):

Motion Tracking ◽

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An Elastic Riemannian Framework for Shape of Curves and Tree-Like Structures

Algorithmic Advances in Riemannian Geometry and Applications - Advances in Computer Vision and Pattern Recognition ◽

10.1007/978-3-319-45026-1_8 ◽

2016 ◽

pp. 187-205

Author(s):

Adam Duncan ◽

Zhengwu Zhang ◽

Anuj Srivastava

Keyword(s):

Riemannian Framework

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Dictionary Learning on Grassmann Manifolds

Algorithmic Advances in Riemannian Geometry and Applications - Advances in Computer Vision and Pattern Recognition ◽

10.1007/978-3-319-45026-1_6 ◽

2016 ◽

pp. 145-172 ◽

Author(s):

Mehrtash Harandi ◽

Richard Hartley ◽

Mathieu Salzmann ◽

Jochen Trumpf

Keyword(s):

Dictionary Learning ◽

Grassmann Manifolds

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From Covariance Matrices to Covariance Operators: Data Representation from Finite to Infinite-Dimensional Settings

Algorithmic Advances in Riemannian Geometry and Applications - Advances in Computer Vision and Pattern Recognition ◽

10.1007/978-3-319-45026-1_5 ◽

2016 ◽

pp. 115-143 ◽

Author(s):

Hà Quang Minh ◽

Vittorio Murino

Keyword(s):

Data Representation ◽

Covariance Matrices ◽

Infinite Dimensional ◽

Covariance Operators

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