通过接收过程中的计算提高图像处理算法的性能

Daniil Trihleb, Voronov Roman, V. Artem
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引用次数: 0

摘要

系统性能的优化是开发人员面临的主要任务之一。它可能包括使用有效的算法或更合适的硬件。然而,还有另一种提高生产率的方法。在本文中,我们提出了一种在图像接收过程中进行有效数据处理的方法。该算法的主要思想是利用空闲资源来最小化系统响应时间。我们还确定了方法应用的局限性,并描述了可以应用该方法的任务。为了评估所提出的方法的一致性,我们开发了一个线性跟随车辆的算法。所提出的方法和接收后的图像处理的比较表明,在响应时间和所需的内存量显著减少。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Increasing performance of image processing algorithms by computing during reception
Optimization of the system performance is one of the main tasks facing the developer. It may consist of the use of efficient algorithms or more suitable hardware. However, another approach for increasing productivity exists. In this paper, we present a method that enables effective data processing during image reception. The main idea of the proposed algorithm is to minimize system response time by using idle resources. We also determine the limitations of the method application and describe the tasks in which it can be applied. To evaluate the consistency of the proposed approach, we develop an algorithm for a line following vehicle. A comparison of the presented method and the image processing after reception shows a significant reduction in response time and the amount of memory required.
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