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The current chapter explores hyperspectral and multispectral imaging techniques and their important role in remote sensing. These techniques are used in various fields like agriculture, environmental monitoring, and land classification, providing valuable insights into complex data. The chapter covers different band selection methods designed for hyperspectral data analysis.

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Unveiling Hyperspectral and Multispectral Image Processing: A Contemporary Exploration of Band Selection, Dimensionality Reduction, and Compressive Sensing Techniques

  • 章节

  • 发表日期：

    2025年

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  • K. Logeswaran,
  • S. Savitha,
  • P. Suresh,
  • S. Anandamurugan,
  • K. R. Prasanna Kumar,
  • A. P. Ponselvakumar,
  • M. Gunasekar

摘要

The current chapter explores hyperspectral and multispectral imaging techniques and their important role in remote sensing. These techniques are used in various fields like agriculture, environmental monitoring, and land classification, providing valuable insights into complex data. The chapter covers different band selection methods designed for hyperspectral data analysis.