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
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;
Conference_Titel :
Signal Processing and Integrated Networks (SPIN), 2014 International Conference on
Conference_Location :
Noida
Print_ISBN :
978-1-4799-2865-1
DOI :
10.1109/SPIN.2014.6777046