Facial Recognition using Modified Local Binary Pattern and Random Forest
نویسندگان
چکیده
منابع مشابه
Facial Recognition using Modified Local Binary Pattern and Random Forest
This paper presents an efficient algorithm for face recognition using the local binary pattern (LBP) and random forest (RF). The novelty of this research effort is that a modified local binary pattern (MLBP), which combines both the sign and magnitude features for the improvement of facial texture classification performance, is applied. Furthermore, RF is used to select the most important featu...
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In this paper, we propose a hybrid statistical feature extractor, Local Haar Mean Binary Pattern (LHMBP). It extracts level-1 haar approximation coefficients and computes Local Mean Binary Pattern (LMBP) of it. LMBP code of pixel is obtained by weighting the thresholded neighbor value of 3 3 patch on its mean. LHMBP produces highly discriminative code compared to other state of the art method...
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ژورنال
عنوان ژورنال: International Journal of Artificial Intelligence & Applications
سال: 2013
ISSN: 0976-2191,0975-900X
DOI: 10.5121/ijaia.2013.4603