Multi-Sensor and Multi-Temporal Remote Sensing: Specific Single Class Mapping

by Priyadarshi Upadhyay, Anil Kumar, Uttara Singh

This book elaborates fuzzy machine and deep learning models for single class mapping from multi-sensor, multi-temporal remote sensing images while handling mixed pixels and noise. It also covers the ways of pre-processing and spectral dimensionality reduction of temporal data. Further, it discusses the 'individual sample as mean' training approach to handle heterogeneity within a class. The appendix section of the book includes case studies such...

• Format: Hardcover
• Language: English
• ISBN: 1032428325
• ISBN13: 9781032428321
• Release Date: April 2023
• Publisher: CRC Press
• Length: 148 Pages
• Weight: 0.95 lbs.
• Dimensions: 0.4" x 6.1" x 9.2"