The comparison of CPU time consumption for image processing algorithm in Matlab and OpenCV
The comparison of CPU time consumption for image processing algorithm in Matlab and OpenCV
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Matlab与OpenCV图像处理算法CPU耗时对比
DOI：
10.1109/elektro.2012.6225575
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发表时间：
2012
期刊：
影响因子：
--
通讯作者：
M. Benco
中科院分区：
文献类型：
--
作者：
S. Matuska;R. Hudec;M. Benco
为了填补日益增长的高效图像和视频处理需求的空白，开源计算机视觉库（OpenCv）是处理这一任务的方法。因此，本文研究了Matlab中图像处理的基本算法，并与OpenCv进行了比较。在分辨率为3264×2448、1920×1080、1024×768和220×260的图像上测试了算法。多处理器计算机和多线程程序的使用，以提高处理效率。
In order to fill gap of growing demand for high efficient image and video processing, open source computer vision library (OpenCv) is way to deals with this task. Hence, this paper is about basic algorithm for image processing and their CPU time consumption in Matlab comparing with OpenCv. Algorithms are tested on images with resolution 3264×2448, 1920×1080, 1024×768 and 220×260. Multi-processors computer and multi-threading programs are used to improve processing efficiency.