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arxiv: 1504.00580 · v1 · pith:42JOP7SCnew · submitted 2015-04-02 · 🪐 quant-ph · cs.CV· cs.LG

Quantum image classification using principal component analysis

classification 🪐 quant-ph cs.CVcs.LG
keywords quantumalgorithmanalysisclassificationcomponentimagesprincipalapply
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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 apply the algorithm we present a new quantum representation of grayscale images.

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