An analysis on out-of plane face detection among female student and illumination effects using Sift and Surf

This paper discusses the implementation of Scale-Invariant Feature Transform (SIFT) and Speeded-Up Robust Features (SURF) in order to analyse their performance. The problem of image processing which are out-of-plane image and the illumination effect` was analysed by using both techniques. The simula...

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Bibliographic Details
Main Authors: Karis, Mohd Safirin, Ali, Nursabillilah Mohd, Basar, Asmidar Mohd, Jaafar, Hazriq Izzuan, Abidin, Amar Faiz Zainal
Format: Conference Proceeding
Language:English
Subjects:
Face recognition
Illumination
Image processing
Time response
Online Access:Get full text
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Summary:This paper discusses the implementation of Scale-Invariant Feature Transform (SIFT) and Speeded-Up Robust Features (SURF) in order to analyse their performance. The problem of image processing which are out-of-plane image and the illumination effect` was analysed by using both techniques. The simulation of both techniques were developed in Matlab 2013a to verify the response performance of the techniques. Research was conducted in order to get the result on the SURF key point detected, the matching key point and time response of the technique performance. The results of the implementation of SURF technique showed that SURF is faster than other comparable techniques.
ISSN:0094-243X
1551-7616
DOI:10.1063/1.4965097