Multi-Sensor and Multi-Temporal Remote Sensing

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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 append...

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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 append...

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  • Formats: pdf
  • ISBN: 9781000872194
  • Publication Date: 17 Apr 2023
  • Publisher: CRC Press
  • Product language: English
  • Drm Setting: DRM