DocumentCode
117969
Title
Real time human face detection and tracking
Author
Chatrath, Jatin ; Gupta, Puneet ; Ahuja, Puneet ; Goel, Ankush ; Arora, Shaifali Madan
Author_Institution
MSIT (GGSIPU), New Delhi, India
fYear
2014
fDate
20-21 Feb. 2014
Firstpage
705
Lastpage
710
Abstract
This paper describes the technique for real time human face detection and tracking using a modified version of the algorithm suggested by Paul viola and Michael Jones. The paper starts with the introduction to human face detection and tracking, followed by apprehension of the Vila Jones algorithm and then discussing about the implementation in real video applications. Viola jones algorithm was based on object detection by extracting some specific features from the image. We used the same approach for real time human face detection and tracking. Simulation results of this developed algorithm shows the Real time human face detection and tracking supporting up to 50 human faces. This algorithm computes data and produce results in just a mere fraction of seconds.
Keywords
face recognition; feature extraction; object detection; object tracking; real-time systems; simulation; video signal processing; Viola Jones algorithm; feature extraction; object detection; real time human face detection; real time human face tracking; real video applications; simulation; Algorithm design and analysis; Classification algorithms; Face; Face detection; Feature extraction; Real-time systems; Signal processing algorithms; AdaBoost; Human face detection; Integral Image;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing and Integrated Networks (SPIN), 2014 International Conference on
Conference_Location
Noida
Print_ISBN
978-1-4799-2865-1
Type
conf
DOI
10.1109/SPIN.2014.6777046
Filename
6777046
Link To Document