Optimized Subset Selection for Matrices and its Application in Hyperspectral Band Selection

When spectral bands are considered as scatter points in the image space, hyperspectral band selection can be transformed into the column subset selection problem for matrices. We consider the problem of finding the submatrix of maximum volume of a matrix <inline-formula><tex-math notation=&...

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Bibliographic Details
Main Authors: Songyi Xiao, Liangliang Zhu, Xinwen Zhu, Xiurui Geng
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
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Online Access:https://ieeexplore.ieee.org/document/10873828/
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