Title :
A Fascinating Territory Approaching Edge Detection Using Feasibility of Eigen Face to Identify an Individual
Author :
Vartika Mehta;Deepak Punetha
Author_Institution :
Dept. of Electron. &
fDate :
5/1/2015 12:00:00 AM
Abstract :
Face recognition technique is one of the most fascinating territories of computer vision. The aspiration of this manuscript is to compare an image with other several images which has been cached in a database and can identify it. The methodology of this manuscript is to calculate the Eigen faces and then identify a person from these generated Eigen faces. This face detection system recognizes a face in gray scales, while the images which are stashed in the database are in RGB. To identify those images one should convert it into gray scale images. Furthermore to obtain the edges of face, gray scale images converted into binary images. Eigen faces has been generated by using these edges. For identification one can compare an image with calculated Eigen faces and can recognize the individual face.
Keywords :
"Face recognition","Face","Databases","Principal component analysis","Image edge detection","Symmetric matrices"
Conference_Titel :
Advances in Computing and Communication Engineering (ICACCE), 2015 Second International Conference on
Print_ISBN :
978-1-4799-1733-4
DOI :
10.1109/ICACCE.2015.109