Face Authentication with LBPH Algorithm

Introduction

Local Binary Pattern (LBP) is a simple yet very efficient texture operator which labels the pixels of an image by thresholding the neighborhood of each pixel and considers the result as a binary number.

More information about the algorithm

Face Recognition: Understanding LBPH Algorithm

Usage

personDetect.py

People's faces and eyes are detected by haarcascade.

faceRecognation.py

The code creates datasets to train from people faces.

faceTrainer.py

The code creates trained data (.yml) from datasets.

faceAuthantication.py

The code provides to authentication.