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
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;
Conference_Titel :
Signal Processing and Integrated Networks (SPIN), 2014 International Conference on
Conference_Location :
Noida
Print_ISBN :
978-1-4799-2865-1
DOI :
10.1109/SPIN.2014.6776926
