31 citations · 62 across the 4 of their papers we have counts for
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eess.SP2018★ 23 cited
Complex and Quaternionic Principal Component Pursuit and Its Application to Audio Separation
Tak-Shing T. Chan, Yi-Hsuan Yang
Recently, the principal component pursuit has received increasing attention in signal processing research ranging from source separation to video surveillance. So far, all existing…
eess.SP2018★ 31 cited
Polar -Complex and -Bicomplex Singular Value Decomposition and Principal Component Pursuit
Tak-Shing T. Chan, Yi-Hsuan Yang
Informed by recent work on tensor singular value decomposition and circulant algebra matrices, this paper presents a new theoretical bridge that unifies the hypercomplex and tensor…