Open CV与MATLAB在实时应用中的性能比较

Ammar Sameer Anaz, Diyaa Mehadi Faris
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引用次数: 2

摘要

在图像处理领域中,最重要的操作是检测图像或视频中的物体,这在许多应用中都有应用,特别是在实时系统中。现代系统中的实时图像处理需要快速的技术,并且有多种方法来实现这一目标。本文比较了(MATLAB)和(Open CV)在实时视频中检测具有特定颜色(蓝色)的圆形的性能。输入是分辨率为(640*480)像素的实时视频,由网络摄像机拍摄,然后通过一系列图像处理操作进行处理。结果表明,用(Open CV)编写的程序比用(MATLAB)编写的程序在完成相同工作时的速度提高了174%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Comparison between Open CV and MATLAB Performance in Real Time Applications
The most important operation in the image processing field is detect the objects inside an image or video, which it is used in many applications, especially in real time systems. Real time image processing in modern systems demands fast technologies, and there are variety methods to achieve this goal. This paper compare between the performance of (MATLAB) and (Open CV) to detect circular shapes that have specific color (blue) from live video in a real time. The input is a live video with resolution (640*480) pixels, taken by a web camera, and then processed by a sequence of image processing operations. The results refer to a program written in (Open CV) speed up the system up to 174% more than the same program written in (MATLAB) to do the same job.
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