DocumentCode :
3363834
Title :
The research and implementation of the method of pretreating the face images based on OpenCV machine visual library
Author :
Liu Jing ; Xinli Liu ; Guofu Yin
Author_Institution :
Dept. of Comput. Sci., Weinan Teachers Coll., Weinan, China
Volume :
5
fYear :
2011
fDate :
12-14 Aug. 2011
Firstpage :
2719
Lastpage :
2721
Abstract :
Two processing algorithms of image enhancement in the process of pretreating facial recgonition, median filtering and histogram equalization, are comparative analysed in this thesis. In this thesis the advantages and usage of Open CV machine visual library are analysed, all the algorithms are come true under the VC++6.0 and Matlab development environment and are experimented on the ORL face library. The result proves that the algorithms of processing the face samples in this thesis have positive effect, much more pertinence and are suitable to pretreat the face images. OpenCV machine visual library can be used as a development tool of facial recognition system.
Keywords :
C++ language; face recognition; image enhancement; image sampling; libraries; median filters; visual languages; Matlab development environment; ORL face library; OpenCV machine visual library; VC++6.0; face image; facial recognition system; histogram equalization; image enhancement; median filtering; Face; Face recognition; Filtering; Histograms; Libraries; Noise; Visualization; OpenCV machine visual library; face images; image enhancement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electronic and Mechanical Engineering and Information Technology (EMEIT), 2011 International Conference on
Conference_Location :
Harbin, Heilongjiang, China
Print_ISBN :
978-1-61284-087-1
Type :
conf
DOI :
10.1109/EMEIT.2011.6023595
Filename :
6023595
Link To Document :
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