GPU parallel implementation and optimisation of SAR target recognition method

GPU parallel implementation and optimisation of SAR target recognition method

The SAR target recognition based on optimised GPU parallel algorithm is proposed here. In general, with the rapid increment of the data dimension and the amount of data of SAR images, the traditional CPU-based target recognition algorithm cannot meet the requirements of real-time processing. Here, t...

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Bibliographic Details
Main Authors: H. Quan, Z. Cui, R. Wang, Zongjie Cao
Format: Article
Language:English
Published: Wiley 2019-10-01
Series:The Journal of Engineering
Subjects:
support vector machines
graphics processing units
principal component analysis
parallel architectures
synthetic aperture radar
parallel algorithms
pattern classification
matrix decomposition
optimisation
radar imaging
feature extraction
sar target recognition method
optimised gpu parallel algorithm
sar images
traditional cpu-based target recognition algorithm
nonnegative matrix factorisation feature extraction technologies
feature extraction methods
sequential minimal optimisation algorithm
optimised gpu-based parallel implementation
Online Access:https://digital-library.theiet.org/content/journals/10.1049/joe.2019.0669

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https://digital-library.theiet.org/content/journals/10.1049/joe.2019.0669

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