Dimensionality Reduction of Hyperspectral Imagery

by Nabendu Chaki and Arati Paul

This book provides information about different types of dimensionality reduction (DR) methods and their effectiveness in hyperspectral data processing. The authors first explain how hyperspectral imagery (HSI) plays an important role in remote sensing due to its high spectral resolution that enables better identification of different materials on the earth's surface. The authors go on to describe potential challenges due to HSI being acquired in hundreds...

• Format: Hardcover
• Language: English
• ISBN: 3031426665
• ISBN13: 9783031426667
• Release Date: October 2023
• Publisher: Springer
• Length: 116 Pages
• Weight: 0.82 lbs.
• Dimensions: 0.4" x 6.1" x 9.2"