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Conferences > HISE > 2015 > HW3B > HW3B.3
  • Fourier Transform Spectroscopy and Hyperspectral Imaging and Sounding of the Environment
  • OSA Technical Digest (online) (Optica Publishing Group, 2015),
  • paper HW3B.3
  • •https://doi.org/10.1364/HISE.2015.HW3B.3

Hyperspectral Band Selection Using the Total Dependence Metric

S. E. Hosseini Aria, M. Menenti, and B. G. H. Gorte

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Abstract

Selecting bands with the lowest redundant information from a hyperspectral dataset is always desirable. This study obtains the most independent bandset by using a state-of-the-art single metric measuring the overall dependence of multivariate systems.

© 2015 Optical Society of America

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