DocumentCode
557863
Title
The sudoriferous pores restoration Algorithm for fingerprint image preprocessing
Author
Fu, Fei ; Wang, Junmin ; Miao, Xianglin ; Dong, Jiajing
Author_Institution
Sch. of Electron. & Inf. Eng., Xi´´an Jiaotong Univ., Xi´´an, China
Volume
4
fYear
2011
fDate
15-17 Oct. 2011
Firstpage
2143
Lastpage
2145
Abstract
Fingerprint image preprocessing is the basis for fingerprint identification which has a direct impact on the success of fingerprint identification. The existence of sudoriferous pores effects the step of binarization and thinning which makes the ridge line into two parts, leading to negative impact on the extraction of true minutia by making lots of false minutia points in the next steps, so the step of repairing the sudoriferous pores is very important. The gray mutation of the middle part of the ridge line which caused by sudoriferous pores can be repaired by sudoriferous pore restoration, thus avoiding the split up of fingerprint line after thinning. Therefore, this step reduces the number of false minutia points.
Keywords
feature extraction; fingerprint identification; image thinning; binarization; false minutia points; fingerprint identification; fingerprint image preprocessing; fingerprint line; gray mutation; ridge line; sudoriferous pore restoration algorithm; thinning; Educational institutions; Feature extraction; Fingerprint recognition; Image matching; Image resolution; Image restoration; Pressing; Fingerprint image preprocessing; false minutia points; sudoriferous pore restoration;
fLanguage
English
Publisher
ieee
Conference_Titel
Image and Signal Processing (CISP), 2011 4th International Congress on
Conference_Location
Shanghai
Print_ISBN
978-1-4244-9304-3
Type
conf
DOI
10.1109/CISP.2011.6100625
Filename
6100625
Link To Document