IAES International Journal of Artificial Intelligence (IJ-AI)
Vol 12, No 4: December 2023

Developing Viola Jones' algorithm for detecting and tracking a human face in video file

Ansam Nazar Younis (University of Mosul)
Fawziya Mahmood Ramo (University of Mosul)



Article Info

Publish Date
01 Dec 2023

Abstract

Face detecting and tracking in video clips is very important in many areas ofdaily life. All institutions, public departments, streets, and large stores usecameras from a security point of view, and detecting and tracking humanfaces is necessary for indexing and preserving information concerning thevisual media. This paper presents a novel method for hybridizing theViola_Jones face detection algorithm to track and identify a human face invideo sequences. The method represents a combination of Viola Jones'algorithm with a measured normalized cross-correlation (NCC) algorithmwith a template matching method using the Manhattan distance measureequation in the video between successive sequences After that, the fuzzylogic method is added in comparing the image of the face to be detected withthe images of templates taken in the proposed algorithm, which increased theaccuracy of the results, which reached 99.3%.

Copyrights © 2023






Journal Info

Abbrev

IJAI

Publisher

Subject

Computer Science & IT Engineering

Description

IAES International Journal of Artificial Intelligence (IJ-AI) publishes articles in the field of artificial intelligence (AI). The scope covers all artificial intelligence area and its application in the following topics: neural networks; fuzzy logic; simulated biological evolution algorithms (like ...