An Analysis on Out-Of Plane Face Detection among Female Student and Illumination Effects Using Sift and Surf

摘要

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.