DocumentCode
117605
Title
An improved face recognition scheme using transform domain features
Author
Gupta, Puneet ; George, Nithin V.
Author_Institution
Dept. of Electr. Eng., Indian Inst. of Technol. Roorkee, Roorkee, India
fYear
2014
fDate
20-21 Feb. 2014
Firstpage
82
Lastpage
84
Abstract
This paper proposes an improved face recognition scheme using spectral domain features and a multi-layer classification mechanism. The efficiency of the new scheme, in correctly classifying images has been tested through an OpenCV implementation using a benchmark face database. The improved classification accuracy of the proposed method is evident from the experimental results.
Keywords
face recognition; image classification; transforms; visual databases; OpenCV implementation; benchmark face database; image classification; improved face recognition scheme; multilayer classification mechanism; spectral domain features; transform domain features; Databases; Discrete cosine transforms; Face; Face recognition; Image recognition; Testing; Training;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing and Integrated Networks (SPIN), 2014 International Conference on
Conference_Location
Noida
Print_ISBN
978-1-4799-2865-1
Type
conf
DOI
10.1109/SPIN.2014.6776926
Filename
6776926
Link To Document