Quantum image processing algorithm using edge extraction based on Kirsch operator

In this work, a quantum image processing algorithm is developed using the edge extraction method together with the Kirsch operator. In our approach, novel enhanced quantum representation (NEQR) is employed as the image representation model for processing quantum image, which generates results of edg...

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Vydané v:Optics express Ročník 28; číslo 9; s. 12508
Hlavní autori: Xu, Pengao, He, Zhenxing, Qiu, Tianhui, Ma, Hongyang
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: United States 27.04.2020
ISSN:1094-4087, 1094-4087
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Shrnutí:In this work, a quantum image processing algorithm is developed using the edge extraction method together with the Kirsch operator. In our approach, novel enhanced quantum representation (NEQR) is employed as the image representation model for processing quantum image, which generates results of edge extraction using the Kirsch operator. The proposed algorithm can perform real-time image processing with high accuracy. We carry out the design, analyses, and simulations of quantum circuits based on our approach, which shows that the image processing speed and acuracy are much better than the classical edge extraction algorithms.
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ISSN:1094-4087
1094-4087
DOI:10.1364/OE.386283