Strategies for dimensionality reduction in hyperspectral remote sensing: A comprehensive overview

The technological advancements in spectroscopy give rise to acquiring data about different materials on earth's surface which can be utilized in a variety of potential applications. But, the hundreds of spectral bands are generally equipped with highly correlated information with limited traini...

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Bibliographic Details
Main Authors: Radhesyam Vaddi, B.L.N. Phaneendra Kumar, Prabukumar Manoharan, L. Agilandeeswari, V. Sangeetha
Format: Article
Language:English
Published: Elsevier 2024-03-01
Series:Egyptian Journal of Remote Sensing and Space Sciences
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S111098232400005X