14-05-2013, 04:54 PM
FACIAL RECOGNITION SYSTEM USING EIGEN FACES
[attachment=53893]
ABSTRACT
Digital image processing is a rapidly evolving field with growing applications in science and engineering . Image processing holds the probability of developing the ultimate machine that could perform the visual function of all living beings.
Here an approach is made to detect and identify a human face and describe the algorithm for software implementation of face recognition system using eigenface. In eigenface method, training set is prepared first and then the person is recognized by comparing characteristics of the face to those of known individuals.
INTRODUCTION:
Face is our primary focous of interaction with society, face communicates identify, Emotion, race and age. It is also quite useful for judging gender, size and perhaps even character Of the person.
APPLICATION
Face recognition system has following application:
Given a database of standard face images (say criminal mug shots), determine whether or not a new shot of a person is in database.
Authorize users to allow login access.
Prepare a surveillance camera system residing at some public place which automatically matches the input faces with criminal database and gives alert if the results are matched.
Match the person with his passport image, licence image etc.
CONCLUSION
Face Recognition has been successfully implemented using eigenface approach. Eigenface approach of face recognition has been found to be a robust technique that can be used in security systems
[attachment=53893]
ABSTRACT
Digital image processing is a rapidly evolving field with growing applications in science and engineering . Image processing holds the probability of developing the ultimate machine that could perform the visual function of all living beings.
Here an approach is made to detect and identify a human face and describe the algorithm for software implementation of face recognition system using eigenface. In eigenface method, training set is prepared first and then the person is recognized by comparing characteristics of the face to those of known individuals.
INTRODUCTION:
Face is our primary focous of interaction with society, face communicates identify, Emotion, race and age. It is also quite useful for judging gender, size and perhaps even character Of the person.
APPLICATION
Face recognition system has following application:
Given a database of standard face images (say criminal mug shots), determine whether or not a new shot of a person is in database.
Authorize users to allow login access.
Prepare a surveillance camera system residing at some public place which automatically matches the input faces with criminal database and gives alert if the results are matched.
Match the person with his passport image, licence image etc.
CONCLUSION
Face Recognition has been successfully implemented using eigenface approach. Eigenface approach of face recognition has been found to be a robust technique that can be used in security systems