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
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;
Conference_Titel :
Computer,Control & Communication (IC4), 2013 3rd International Conference on
Conference_Location :
Karachi
Print_ISBN :
978-1-4673-6011-1
DOI :
10.1109/IC4.2013.6653734
