A modified Cuckoo Search algorithm based optimal band subset selection approach for hyperspectral image classification

Band selection is an effective way to reduce the size of hyperspectral data and to overcome the “curse of dimensionality” in ground object classification. This paper presents a band selection approach based on modified Cuckoo Search (CS) optimisation with correlation-based initialisation. CS is a po...

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Bibliographic Details
Main Authors: Shrutika S. Sawant, Manoharan Prabukumar, Sathishkumar Samiappan
Format: Article
Language:English
Published: IM Publications Open 2020-06-01
Series:Journal of Spectral Imaging
Subjects:
Online Access:https://www.impopen.com/download.php?code=I09_a6