DocumentCode :
2921455
Title :
Study on Pre-processing Algorithm in Face Recognition
Author :
Lang, Li-ying ; Bao, Zi-min ; Du, Yan-hua
Author_Institution :
Coll. of Inf. & Electr. Eng., Hebei Univ. of Eng., Handan, China
Volume :
1
fYear :
2009
fDate :
21-22 Nov. 2009
Firstpage :
272
Lastpage :
274
Abstract :
In this paper, the face recognition pre-processing algorithm was discussed, which phase correlation algorithm based on FFT is applied to the face recognition. It is a widely used method of image registration, which is used to correct the geometric distortion of translation and rotation in the facial images. The simulation experimental results show that the algorithm mentioned in this paper has the advantages of good real-time and high performance in the correction of facial images, and moreover it can improve the image quality and remove noise.
Keywords :
face recognition; fast Fourier transforms; image denoising; image registration; FFT; face recognition; geometric distortion; image quality; image registration; phase correlation algorithm; preprocessing algorithm; Educational institutions; Face recognition; Fourier transforms; Frequency domain analysis; Humans; Image quality; Image recognition; Image registration; Information technology; Standardization; FFT; face recognition; image registration; phase correlation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Information Technology Application, 2009. IITA 2009. Third International Symposium on
Conference_Location :
Nanchang
Print_ISBN :
978-0-7695-3859-4
Type :
conf
DOI :
10.1109/IITA.2009.215
Filename :
5369655
Link To Document :
بازگشت