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