The following information was submitted:
Transactions: WSEAS TRANSACTIONS ON SIGNAL PROCESSING
Transactions ID Number: 53-619
Full Name: Jatin Garg
Position: Student
Age: ON
Sex: Male
Address: 122, Aggarwal colony, Fatehabad(HARYANA)-125050
Country: INDIA
Tel: 9501591312
Tel prefix: 01667223650
Fax:
E-mail address: jatin60garg@gmail.com
Other E-mails: jatin60garg@yahoo.co.in
Title of the Paper: Face Recognition: A Comparative Analysis of Different Databases with Improved PCA Method
Authors as they appear in the Paper: Jatin Garg, Neelu Jain
Email addresses of all the authors: jatin60garg@gmail.com, neelujn@hotmail.com
Number of paper pages: 10
Abstract: Face recognition plays a major role in security applications like access control, real time video surveillance systems and robotics. There are numerous face recognition algorithms proposed by researchers. In this paper, different existing well-known algorithms such as Fisherface, Elastic Graph Matching (EGM), Support Vector Machine (SVM), Neural Network have been discussed, also improved Principal Component Analysis (PCA) recognition method has been implemented for face recognition. The PCA recognition method has been applied on standard databases (ORL and Cropped YALE database) and a new set of Face Database. A comparative analysis of PCA algorithm with ORL Face Database and YALE Face Database has been done and it was found that the recognition rate with ORL Face Database is better than Cropped YALE Face Database.
Keywords: Face Recognition, Fisher Face, Support Vector Machine, Neural Network Approach, Eigen Faces, Principal Component Analysis.
EXTENSION of the file: .pdf
Special (Invited) Session:
Organizer of the Session:
How Did you learn about congress: Image Processing, Biometrics, Face Recognition
IP ADDRESS: 110.234.205.162
