Quantum image classification using principal component analysis

April 02, 2015 Β· Declared Dead Β· πŸ› arXiv.org

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Authors Mateusz Ostaszewski, PrzemysΕ‚aw Sadowski, Piotr Gawron arXiv ID 1504.00580 Category quant-ph: Quantum Computing Cross-listed cs.CV, cs.LG Citations 15 Venue arXiv.org Last Checked 5 months ago
Abstract
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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