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Alternative TitleResearch of Face Recognition Based on LBP in Mobile Environment
鄂生强; 南琳
Source Publication机械设计与制造
Contribution Rank1
Funding Organization国家自然科学基金(61174164;61003208;61105067)
Keyword人脸识别 人眼检测 瞳孔定位 局部二值模式 直方图均衡化
Other AbstractA robust method for face recognition based on Android platform is proposed. According to the variability of scene,firstly,face image normalization processing through eye detection,pupil orientation, GIC correction and histogram equalization algorithm, and these finally give to a satisfactory practical effect. Then, it extracts the LBP global histogram features of a face image,then subdivides the whole face image into a number of blocks of the same size and extracts the LBP local histogram features of each block,finally combines the global features with the local histogram in specified order as the total feature of face image. The proposed approach was tested using ORL face database based on Android platform. Experimental results demonstrate that the LBP feature has an encouraging performance for face recognition.
Document Type期刊论文
Recommended Citation
GB/T 7714
鄂生强,南琳. 基于LBP的移动环境下的人脸识别研究[J]. 机械设计与制造,2012(11):171-173.
APA 鄂生强,&南琳.(2012).基于LBP的移动环境下的人脸识别研究.机械设计与制造(11),171-173.
MLA 鄂生强,et al."基于LBP的移动环境下的人脸识别研究".机械设计与制造 .11(2012):171-173.
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