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portada Riemannian Computing in Computer Vision
Type
Physical Book
Publisher
Author
Language
English
Pages
391
Format
Paperback
Dimensions
23.4 x 15.6 x 2.1 cm
Weight
0.56 kg.
ISBN13
9783319360959
Categories

Riemannian Computing in Computer Vision

Turaga, Pavan K. ; Srivastava, Anuj (Author) · Springer · Paperback

Riemannian Computing in Computer Vision - Turaga, Pavan K. ; Srivastava, Anuj

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Synopsis "Riemannian Computing in Computer Vision"

Riemannian analysis of closed curves and applications in medical imaging.- Human Activity analysis using manifold models of linear dynamical systems.- Pedestrian detection and tracking on tensor manifolds.- Face Recognition using subspaces and Grassmann manifold.- Domain Adaptation using parallel transports on Grassmann manifold.- Kernels on Riemannian Manifolds.- Sparse coding on manifolds and applications to diffusion tensor imaging.- Robust statistics on manifolds and applications to chromatic filtering.- Lighting insensitive face recognition.- Lie-algebraic averaging in Structure from motion problems.- Lie-algebraic methods for Robotic localization problems.- Clustering on Gauss maps for real-time interactive media.- Medical Shape Analysis.- Bayesian Shape Analysis in Images.- Tensor Data Analysis in Medical Imaging.- Trajectories on Manifolds for Activity Recognition.- Data approximation and summarization algorithms on manifolds

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