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

by Priyadarshi Upadhyay, Anil Kumar, Uttara Singh

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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"

Related Subjects

Computers Computers & Technology Engineering Technology

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

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