DocumentCode
2422846
Title
The comparison of CPU time consumption for image processing algorithm in Matlab and OpenCV
Author
Matuska, Slavomir ; Hudec, Robert ; Benco, Miroslav
Author_Institution
Dept. of Telecommun. & Multimedia, Univ. of Zilina, Zilina, Slovakia
fYear
2012
fDate
21-22 May 2012
Firstpage
75
Lastpage
78
Abstract
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.
Keywords
image processing; mathematics computing; microprocessor chips; multi-threading; CPU time consumption; Matlab; OpenCV; image processing algorithm; multi-processors computer; multi-threading programs; open source computer vision library; video processing; Application software; Computer vision; Image edge detection; Instruction sets; Kernel; Smoothing methods; Matlab; OpenCV; computer vision; mutli-threading;
fLanguage
English
Publisher
ieee
Conference_Titel
ELEKTRO, 2012
Conference_Location
Rajeck Teplice
Print_ISBN
978-1-4673-1180-9
Type
conf
DOI
10.1109/ELEKTRO.2012.6225575
Filename
6225575
Link To Document