Riemannian computing in computer vision. (English) Zbl 1335.65003
Cham: Springer (ISBN 978-3-319-22956-0/hbk; 978-3-319-22957-7/ebook). vi, 391 p. (2016).
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The articles of this volume will be reviewed individually.Indexed articles:
Srivastava, Anuj; Turaga, Pavan K., Welcome to Riemannian computing in computer vision, 1-18 [Zbl 1357.68254]
Cheng, Guang; Ho, Jeffrey; Salehian, Hesamoddin; Vemuri, Baba C., Recursive computation of the Fréchet mean on non-positively curved Riemannian manifolds with applications, 21-43 [Zbl 1338.65169]
Jayasumana, Sadeep; Hartley, Richard; Salzmann, Mathieu, Kernels on Riemannian manifolds, 45-67 [Zbl 1357.68252]
Kim, Hyunwoo J.; Adluru, Nagesh; Bendlin, Barbara B.; Johnson, Sterling C.; Vemuri, Baba C.; Singh, Vikas, Canonical correlation analysis on SPD\((n)\) manifolds, 69-100 [Zbl 1349.62241]
Fletcher, P. Thomas; Zhang, Miaomiao, Probabilistic geodesic models for regression and dimensionality reduction on Riemannian manifolds, 101-121 [Zbl 1349.62194]
Anand, Saket; Mittal, Sushil; Meer, Peter, Robust estimation for computer vision using Grassmann manifolds, 125-144 [Zbl 1357.68250]
Govindu, Venu Madhav, Motion averaging in 3D reconstruction problems, 145-164 [Zbl 1338.65059]
Li, Xiao; Chirikjian, Gregory S., Lie-theoretic multi-robot localization, 165-186 [Zbl 1381.70032]
Brignell, Christopher J.; Dryden, Ian L.; Browne, William J., Covariance weighted procrustes analysis, 189-209 [Zbl 1338.65044]
Joshi, Shantanu H.; Su, Jingyong; Zhang, Zhengwu; Ben Amor, Boulbaba, Elastic shape analysis of functions, curves and trajectories, 211-231 [Zbl 1338.65048]
Bauer, Martin; Bruveris, Martins; Michor, Peter W., Why use Sobolev metrics on the space of curves, 233-255 [Zbl 1338.65043]
Kurtek, Sebastian; Jermyn, Ian H.; Xie, Qian; Klassen, Eric; Laga, Hamid, Elastic shape analysis of surfaces and images, 257-277 [Zbl 1338.65049]
Porikli, Fatih; Tuzel, Oncel; Meer, Peter, Designing a boosted classifier on Riemannian manifolds, 281-301 [Zbl 1359.94040]
Lui, Yui Man, A general least squares regression framework on matrix manifolds for computer vision, 303-323 [Zbl 1349.62305]
Shaw, David A.; Chellappa, Rama, Domain adaptation using the Grassmann manifold, 325-343 [Zbl 1359.94041]
Harandi, Mehrtash; Basirat, Mina; Lovell, Brian C., Coordinate coding on the Riemannian manifold of symmetric positive-definite matrices for image classification, 345-361 [Zbl 1376.94022]
Shroff, Nitesh; Anirudh, Rushil; Chellappa, Rama, Summarization and search over geometric spaces, 363-387 [Zbl 1357.68048]
MSC:
65-06 | Proceedings, conferences, collections, etc. pertaining to numerical analysis |
65D18 | Numerical aspects of computer graphics, image analysis, and computational geometry |
68U10 | Computing methodologies for image processing |
68T45 | Machine vision and scene understanding |
00B15 | Collections of articles of miscellaneous specific interest |