Real Time Face Based Detection and Tracking For Security System
Real Time Face Based Detection and Tracking For Security System
Real Time Face Based Detection and Tracking For Security System
• Objectives
Provide Thorough And Objectively Comparison
Propose a framework to integrate different algorithms for better
performance
Implement a real-time face recognition system
Face Recognition Application
• Security
Access Control System
Law Enforcement
• Multimedia Database
Video Indexing
Human Search Engine
Different Tracking Algorithm
• Viola–Jones
The Viola–Jones object detection framework is the first object
detection framework to provide competitive object detection rates in
real-time proposed in 2001 by Paul Viola and Michael Jones. Although
it can be trained to detect a variety of object classes, it was motivated
primarily by the problem of face detection.
Different Tracking Algorithm
• Kanade–Lucas–Tomasi
In computer vision, the Kanade–Lucas–Tomasi (KLT) feature tracker
is an approach to feature extraction. It is proposed mainly for the
purpose of dealing with the problem that traditional image
registration techniques are generally costly. KLT makes use of spatial
intensity information to direct the search for the position that yields
the best match. It is faster than traditional techniques for examining
far fewer potential matches between the images.
Different Tracking Algorithm
• Blob Detection