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量子图像处理算法使用基于NEQR的线路检测面具

Tao Li¹, Pengpeng Zhao¹, Yadong Zhou²

¹College of Science, Northwest A&F University, Yangling 712100, China.

Entropy (Basel, Switzerland)

|May 27, 2023

概括

本研究介绍了一种量子算法,用于使用新增增强量子表示 (NEQR) 来检测线条. 与经典边缘检测算法相比,量子线检测方法显示了更好的计算复杂性.

科学领域:

量子计算是一种量子计算.
图像处理图像处理
计算机视觉计算机视觉

背景情况:

线路检测对于图像处理至关重要,可以减少数据,并作为图像细分的基础.
高效的线路检测算法对于各种计算机视觉应用是必不可少的.

研究的目的:

实施量子算法用于线路检测,使用一种新的增强量子表示 (NEQR).
设计和模拟用于多个方向线路检测的量子电路.

主要方法:

为线路检测量身定制的量子算法的开发.
设计一个特定的量子电路来执行线路检测过程.
在经典计算机上模拟量子算法以验证其性能.

主要成果:

对线路检测的量子算法已成功实现和模拟.
模拟结果证实了拟议量子方法的可行性.
分析表明,与现有的边缘检测算法相比,计算复杂度有所提高.

结论:

拟议的量子线检测方法是可行的和有效的.
量子计算在像线检测这样的图像处理任务的计算复杂性方面提供了潜在的优势.
这项工作为进一步探索图像分析中的量子算法铺平了道路.

关键词:

量子图像处理是一种量子图像处理.量子图像转换的量子图像转换量子线检测量子线检测

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