Analysis and Applications · 2020 · 25 citations · 24 references
ComputingComputer ScienceAlgebraComputer VisionCryptographyColor Space RepresentationImage ProcessingVideo Analysis3+1 DecompositionColor Image ProcessingEncryptionQuaternion RepresentationQuaternionsTensor DecompositionsTensor FactorizationTensor Products
In this paper, we establish a simultaneous decomposition for three quaternion tensors via Einstein product. This simultaneous decomposition transforms the given three quaternion tensors into nice forms which have only 1 and 0. We conclude with an application in the color video signal processing. This new approach only needs to store four keys to realize the simultaneous encryption and decryption of three videos.
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Tensor Decompositions and Applications
Tamara G. Kolda, Brett W. Bader · SIAM Review · 2009 · 10.5K citations
Some Mathematical Notes on Three-Mode Factor Analysis
Ledyard R Tucker · Psychometrika · 1966 · 4.3K citations