Covariant image representation with applications to classification problems in medical imaging
type: Item
instance of: scholarly article
title: Covariant image representation with applications to classification problems in medical imaging
zbMATH Open document ID: 1398.68643
author: Dohyung Seo
author: Jeffrey Ho
author: Baba C. Vemuri
published in: International Journal of Computer Vision
publication date: 2018-10-19T00:00:00Z
full work available at URL: pmc4863719
Mathematics Subject Classification ID: 68U10
Mathematics Subject Classification ID: 92C55
zbMATH DE Number: 6958903
zbMATH Keywords: covariant images
zbMATH Keywords: image graphs
zbMATH Keywords: image matching
zbMATH Keywords: image classification
zbMATH Keywords: medical image applications
describes a project that uses: GCVPACK
MaRDI profile type: Publication
OpenAlex ID: W1414587101
Wikidata QID: Q39764299
cites work: Gcvpack – routines for generalized cross validation
cites work: Computing large deformation metric mappings via geodesic flows of diffeomorphisms
cites work: Iconic feature based nonrigid registration: the PASHA algorithm
cites work: Geometric diffusions as a tool for harmonic analysis and structure definition of data: Diffusion maps
cites work: Diffusion maps
cites work: Q4003026
cites work: Coordinates-Based Diffusion Over the Space of Symmetric Positive-Definite Matrices
cites work: Images as embedded maps and minimal surfaces: Movies, color, texture, and volumetric medical images
cites work: Q4448832
cites work: A Differential Geometric Approach to the Geometric Mean of Symmetric Positive-Definite Matrices
cites work: A general framework for low level vision
cites work: Symmetric non-rigid registration: a geometric theory and some numerical techniques
DOI: 10.1007/S11263-015-0841-X
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description: scientific article; zbMATH DE number 6958903