Face acknowledgment is a strategy which recognizes an individual in light of the profile or elements substance that individual. LBPH (Local Binary Patterns Histogram) to identify and perceive In LBP, first, some piece picture grayscale taken as 3×3 window size pixel worth neighborhood contrasted focal afterward twofold doled out then changed over decimal worth. LBP joined with histograms called...

Abstract—In the current educational system, student’s frequent attendance in class is very important for performance evaluation and quality control. Most institutions still use insecure, time-consuming traditional methods like calling people by name or having them sign documents. Face recognition technology based on high-definition monitor video other information technologies used to solve prob...

In carrying out attendance activities, most schools still use the manual method, which utilizes book as a medium. However, presence of causes some problems that arise when using this method. With aim study, "Facial Recognition-Based Attendance System" was created. This study used Local Binary Pattern Histogram (LBPH) method to detect and recognize faces. The system is made student's face name, ...

Although combining a high-resolution camera with wireless sensing network is effective for interpreting different signals image presentation on the identification of face recognition, its accuracy still severely restricted. Removing unfavorable impact ambient light remains one most difficult challenges in facial recognition. Therefore, it important to find an algorithm that can capture major fe...

We compared the proposed KCDSRC algorithm with the KMTJSRC algorithm [3] on the Extended YaleB and the CMU-PIE databases. The proposed LBPh-KH kernel is used due to its best overall performance than the other kernels. The experiment is conducted under three conditions, illumination, random noise, and synthesized continuous occlusion, where the settings are the same as we have applied before. Th...

Local Binary Patterns (LBP) have been well exploited for facial image analysis recently. In the existing work, the LBP histograms are extracted from local facial regions, and used as a whole for the regional description. However, not all bins in the LBP histogram are necessary to be useful for facial representation. In this paper, we propose to learn discriminative LBP-Histogram (LBPH) bins for...