46 citations · 415 across the 26 of their papers we have counts for
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quant-ph2015★ 20 cited
Quantum image classification using principal component analysis
Mateusz Ostaszewski, Przemysław Sadowski, Piotr Gawron
We present a novel quantum algorithm for classification of images. The algorithm is constructed using principal component analysis and von Neuman quantum measurements. In order to…
quant-ph2015★ 17 cited
Quantum Hidden Markov Models based on Transition Operation Matrices
Michał Cholewa, Piotr Gawron, Przemysław Głomb +1
In this work, we extend the idea of Quantum Markov chains [S. Gudder. Quantum Markov chains. J. Math. Phys., 49(7), 2008] in order to propose Quantum Hidden Markov Models (QHMMs).…