Accelerating a Geometrical Approximated PCA Algorithm Using AVX2 and CUDA

Remote sensing data has known an explosive growth in the past decade. This has led to the need for efficient dimensionality reduction techniques, mathematical procedures that transform the high-dimensional data into a meaningful, reduced representation. Projection Pursuit (PP) based algorithms were...

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Bibliographic Details
Main Authors: Alina L. Machidon, Octavian M. Machidon, Cătălin B. Ciobanu, Petre L. Ogrutan
Format: Article
Language:English
Published: MDPI AG 2020-06-01
Series:Remote Sensing
Subjects:
GPU
Online Access:https://www.mdpi.com/2072-4292/12/12/1918