Band Selection-Based Dimensionality Reduction for Change Detection in Multi-Temporal Hyperspectral Images

Band Selection-Based Dimensionality Reduction for Change Detection in Multi-Temporal Hyperspectral Images

This paper proposes to use band selection-based dimensionality reduction (BS-DR) technique in addressing a challenging multi-temporal hyperspectral images change detection (HSI-CD) problem. The aim of this work is to analyze and evaluate in detail the CD performance by selecting the most informative...

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Bibliographic Details
Main Authors: Sicong Liu, Qian Du, Xiaohua Tong, Alim Samat, Haiyan Pan, Xiaolong Ma
Format: Article
Language:English
Published: MDPI AG 2017-09-01
Series:Remote Sensing
Subjects:
change detection (CD)
hyperspectral images
dimensionality reduction
band selection
multi-temporal images
remote sensing
Online Access:https://www.mdpi.com/2072-4292/9/10/1008

Internet

https://www.mdpi.com/2072-4292/9/10/1008

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