DocumentCode
2055992
Title
Comparison and improvement of PCA and LBP efficiency for face recognition
Author
Qasim, Romasa ; Shirazi, Mehran M. ; Arshad, Naveed ; Qureshi, Ijaz ; Zaidi, Syed Ali Raza
Author_Institution
Pakistan Navy Eng. Coll., Karachi Nat. Univ. of Sci. & Technol., Islamabad, Pakistan
fYear
2013
fDate
25-26 Sept. 2013
Firstpage
1
Lastpage
6
Abstract
Face recognition for personal identification is a method which appealed researchers for many years. Many algorithms have been developed in this regard. Among many, two algorithms are selected for feasibility study. There real time accuracy is measured and compared. Some hardware arrangements are suggested for better accuracy making concept more feasible for real-time environment.
Keywords
face recognition; principal component analysis; LBP efficiency; PCA; face recognition; local binary pattern; personal identification; principal component analysis; Accuracy; Algorithm design and analysis; Face; Face recognition; Image recognition; Principal component analysis; Vectors; Comparison; Face Detection; Face Recognition; LBP; Local Binary Pattern; PCA; Principal Component Analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer,Control & Communication (IC4), 2013 3rd International Conference on
Conference_Location
Karachi
Print_ISBN
978-1-4673-6011-1
Type
conf
DOI
10.1109/IC4.2013.6653734
Filename
6653734
Link To Document