In this paper, a novel face recognition system is designed using Haar-Cascade algorithm and efficient Improved Local Binary Patterns Histograms (ILBPH) technique to identify a human face with an ...

Local Binary Patterns (LBP) is a type of visual descriptor used for classification in computer vision. LBP was first described in 1994 and has since been found to be a powerful feature for texture ...

Abstract: Image retrieval is a well researched area and often based on integrating various kinds of image features. Apart from colour features, texture features are deemed crucial for successful image ...

This project implements the Local Binary Patterns (LBP) algorithm using Verilog and deploys it on the Xilinx Zynq-7000 platform. LBP is an image processing technique for extracting local texture ...

In the Local Binary Pattern Histogram (LBPH) algorithm of face recognition shown in Figure 4, the face image is converted into a grayscale image. For feature extraction, the grayscale image is divided ...

Paul, K.C. and Aslan, S. (2021) An Improved Real-Time Face Recognition System at Low Resolution Based on Local Binary Pattern Histogram Algorithm and CLAHE. Optics and Photonics Journal, 11, 63-78. ..