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A Satellite-Ground Integration Test Scheme for Spacecraft Attitude and Orbit Control System Based on 1553B Bus Architecture Read chapter Read first chapter

2021 | OriginalPaper | Chapter

Generalized Nonparallel Proximal Support Vector Machine with Applications on Ship Detection Using Satellite Images

Author : Tingting Guo

Published in: Signal and Information Processing, Networking and Computers

Publisher: Springer Singapore

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Abstract

Aiming to improve the robustness of GEPSVM to outliers, in this paper, we propose a generalized nonparallel proximal support vector machine based on arbitrary Lp-norm and Ls-norm (GNPSVM), where \( p,s > 0 \). An effective and simple iterative technique is introduced to solve GNPSVM. The convergence of the above algorithm is also given. Experimental results support the superiority of GNPSVM.

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Metadata
Title
Generalized Nonparallel Proximal Support Vector Machine with Applications on Ship Detection Using Satellite Images
Author
Tingting Guo
Copyright Year
2021
Publisher
Springer Singapore
Book
Signal and Information Processing, Networking and Computers

Print ISBN: 978-981-334-101-2

Electronic ISBN: 978-981-334-102-9

Copyright Year: 2021

DOI
https://doi.org/10.1007/978-981-33-4102-9_27

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