UGC Approved Journal no 63975(19)

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Published in:

Volume 4 Issue 12
December-2017
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR1712124


Registration ID:
171175

Page Number

663-667

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Title

An Implementation and Comparison of PCA and LBP based Real Time Face Recognition System Using Matlab

Abstract

Face recognition become very much popular now a day to recognize person with their face, to avoid crime etc. this mechanism is based on the division of the face processing in three phase i.e. face detection, feature extraction based on the input face image and face recognition. In this paper, we are considering three algorithms such as Principal Component analysis (PCA), Linear Discriminant Analysis (LDA) and Local Binary Patterns (LBP). The comparison of the rate of accuracy of face recognition is also compared. The advantages and disadvantages of these algorithms will help in obtaining a solution, so that a better face recognition system can be designed.

Key Words

DCT, LBP, PCA, LDA, Face recognition, Attendance system.

Cite This Article

"An Implementation and Comparison of PCA and LBP based Real Time Face Recognition System Using Matlab ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.4, Issue 12, page no.663-667, December-2017, Available :http://www.jetir.org/papers/JETIR1712124.pdf

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2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"An Implementation and Comparison of PCA and LBP based Real Time Face Recognition System Using Matlab ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.4, Issue 12, page no. pp663-667, December-2017, Available at : http://www.jetir.org/papers/JETIR1712124.pdf

Publication Details

Published Paper ID: JETIR1712124
Registration ID: 171175
Published In: Volume 4 | Issue 12 | Year December-2017
DOI (Digital Object Identifier):
Page No: 663-667
Country: Rajnandgaon, Chhattisgarh, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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