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Correlation-based Initialization Algorithm for Tensor-based HSI Compression Methods

Published in arXiv (Cornell University) • Aug 27, 2019
NobleIDNI1P67W48R27S33
Authors:
Rui Li
,
Zhibin Pan
,
Yang Wang

Abstract

Tensor decomposition (TD) is widely used in hyperspectral image (HSI) compression. The initialization of factor matrix in tensor decomposition can determine the HSI compression performance. It is worth noting that HSI is highly correlated in bands. However, this phenomenon is ignored by the previous...

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