DocumentCode
3092926
Title
The Application of Wavelet in Face Image Pre-Processing
Author
Zhang, Chunxiao ; Hu, Yongmei ; Zhang, Tianyi ; An, Heng ; Xu, Wenwen
Author_Institution
Sch. of Control Sci. & Eng., Shandong Univ., Jinan, China
fYear
2010
fDate
18-20 June 2010
Firstpage
1
Lastpage
4
Abstract
Facial feature recognition is an important direction field of pattern recognition, and is widely used in practical applications. Due to the uncertainty of face recognition by body posture, facial expressions and the environment influenced, there are many difficulties in identifying. So before the human facial feature recognition, we need a series of image processing, including filtering, compression, face location, and adjustment of the face pose. Wavelet Transform is the analytical tools widely used in pattern recognition. In this paper we use the Wavelet Transform and Wavelet Packet Analysis for human face image preprocessing, in order to facilitate the work of face recognition.
Keywords
data compression; face recognition; filtering theory; image coding; wavelet transforms; body posture; face image preprocessing; face location; facial feature recognition; filtering; human facial feature recognition; image compression; pattern recognition; wavelet packet analysis; wavelet transform; Face recognition; Facial features; Humans; Image processing; Image recognition; Pattern recognition; Uncertainty; Wavelet analysis; Wavelet packets; Wavelet transforms;
fLanguage
English
Publisher
ieee
Conference_Titel
Bioinformatics and Biomedical Engineering (iCBBE), 2010 4th International Conference on
Conference_Location
Chengdu
ISSN
2151-7614
Print_ISBN
978-1-4244-4712-1
Electronic_ISBN
2151-7614
Type
conf
DOI
10.1109/ICBBE.2010.5515099
Filename
5515099
Link To Document