A Quantum Edge Detection Algorithm
Giacomo Cavalieri, Dario Maio
TL;DR
This paper introduces an improved quantum edge detection algorithm that leverages quantum properties to potentially achieve exponential speed-ups in image processing tasks.
Contribution
The paper presents an enhanced quantum edge detection algorithm and discusses quantum image representation methods, advancing quantum image processing techniques.
Findings
Proposed an improved quantum edge detection algorithm
Discussed quantum image representation techniques
Highlighted potential exponential speed-ups in quantum image processing
Abstract
The application of quantum computing to the field of image processing has produced several promising applications: quantum image representation techniques have been developed showing how, by taking advantage of quantum properties like entanglement and superposition, many image processing algorithms could have an exponential speed-up in comparison to their "classical" counterparts. In this paper, after briefly discussing some of the main quantum image representation methods, we propose an improved version of a quantum edge detection algorithm.
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Taxonomy
TopicsQuantum Computing Algorithms and Architecture · Quantum Information and Cryptography · Computability, Logic, AI Algorithms