Face Detection System Based Viola-Jones Algorithm
Jamal Mustafa Al-Tuwaijari, Saja A. Shaker
Abstract
Face detection using biometric facial face image details is a very challenging field that uses the basic face detection algorithm for face detection and many other algorithms to support that use. This paper proposed system consist of many levels that is used for face detection effectively using many algorithm for feature extraction (LDA algorithm) and for feature reduction (BAT and chicken algorithms), classification (J48 algorithms) as well as viola jones for main face detection algorithm. Accuracy increased from 97.59 with (LDA-J48) to 97.88 with (LDA-BAT/CHICKEN-J48).
Topics & Concepts
C4.5 algorithmFace detectionComputer scienceArtificial intelligenceFeature extractionFace (sociological concept)AlgorithmPattern recognition (psychology)Statistical classificationViola–Jones object detection frameworkFacial recognition systemFeature (linguistics)Object-class detectionSupport vector machineNaive Bayes classifierLinguisticsSocial sciencePhilosophySociologyFace and Expression RecognitionFace recognition and analysisVideo Surveillance and Tracking Methods