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Dimensionality reduction of full fields by the principal components analysis
Abstract
http://www.iccm-central.org/Proceedings/ICCM17proceedings/Themes/Behaviour/FULL%20FIELD%20MEASU%20METH/F14.7%20Gogu.pdfInternational audienceThe principal components analysis is applied to simulated full field displacement maps of 4569 measurement points thus allowing representation of any field within a certain domain as a linear combination of five basis vectors without losing significant information. A dimensionality reduction from 4569 to only 5 is thus achieved- info:eu-repo/semantics/conferenceObject
- Conference papers
- optical full field methods
- dimensionality reduction
- principal component analysis
- [INFO.INFO-MO]Computer Science [cs]/Modeling and Simulation
- [SPI.MECA]Engineering Sciences [physics]/Mechanics [physics.med-ph]
- [SPI.MAT]Engineering Sciences [physics]/Materials