Tensor-train decomposition for image recognition

DOI10.1007/s10092-020-0358-8zbMath1433.68400OpenAlexW2973002403MaRDI QIDQ2174198

D. Brandoni, Valeria Simoncini

Publication date: 21 April 2020

Published in: Calcolo (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10092-020-0358-8

zbMATH Keywords

face recognitionimage classificationtensor decompositionHOSVDtensor-train

Mathematics Subject Classification ID

Computing methodologies for image processing (68U10) Pattern recognition, speech recognition (68T10) Multilinear algebra, tensor calculus (15A69)

Uses Software

• Matlab
• TensorToolbox

Cites Work

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• Tensor Decompositions and Applications
• Tensor-Train Decomposition
• TT-cross approximation for multidimensional arrays
• Handwritten digit classification using higher order singular value decomposition
• Facial Recognition Using Tensor-Tensor Decompositions
• A Multilinear Singular Value Decomposition
• A Geometric Description of Feasible Singular Values in the Tensor Train Format

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