A Conceptual Study on User Identification and Verification Process Using Face Recognition Techniques

International Journal of Applied Engineering and Management Letters (IJAEML), 1(1), 6-17.

12 Pages Posted: 19 Jun 2017

See all articles by Krishna Prasad K

Krishna Prasad K

Srinivas University - College of Computer & Information Sciences

P. S. Aithal

Srinivas Institute of Management Studies

Date Written: June 15, 2017

Abstract

The rapid growth of information and communication technology resulted in abundant data and information growth in every field with the necessity for high data security. Face recognition is one of the types of unique biometrics measure related to human characteristics, which can be used for identification or authentication purpose as individual’s claimed identity. Face recognition system acquired great scope for the past few years in image processing for the security purposes including identification and verification process, due to its applications in various domains like crime detection, banking, and defense. Based on face data acquisition, face recognition techniques can be broadly classified into three types as intensity images using local binary pattern, video sequences using training videos and 3D information using 3D feature extraction. This paper discusses different face recognition algorithms and analyses it uses its advantages and disadvantages. This papers also compares and discusses how these techniques can be used for various identification and verification system in various fields. This paper truly attempts to disclose state of the art of face recognition technology.

Keywords: Face recognition, Verification, Identification, Image processing

Suggested Citation

K, Krishna Prasad and Aithal, P. S., A Conceptual Study on User Identification and Verification Process Using Face Recognition Techniques (June 15, 2017). International Journal of Applied Engineering and Management Letters (IJAEML), 1(1), 6-17. . Available at SSRN: https://ssrn.com/abstract=2988405

Krishna Prasad K

Srinivas University - College of Computer & Information Sciences ( email )

Mangalore
India

P. S. Aithal (Contact Author)

Srinivas Institute of Management Studies ( email )

Srinivas Campus
Pandeshwar
Mangalore, Mangalore 575001
India
9343348392 (Phone)

HOME PAGE: http://www.srinivasuniversity.ac.in

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