Title :
Application of method for getting direction image based on gradient in fingerprint preprocessing
Author :
Li, Jing ; Ma, Jian-min ; Wu, Xinhui
Author_Institution :
Dept. of Inf. Eng., Hebei Chem. & Pharm. Coll., Shijiazhuang, China
Abstract :
The fingerprint image preprocessing is the premise and basis for fingerprint identification. It will directly influence the final outcome of fingerprint identification. In order to maintain and restore fingerprint ridge structures, and improve the noise immunity of fingerprint image preprocessing algorithm. In the paper, a method for getting direction image based on gradient is given. Using direction information of fingerprint image, we execute a sequence of operations, such as: image enhancement, binarization, thinning, and a more accurate linear graph is obtained. This method which is proposed in process of fingerprint preprocessing can effectively improve the quality of fingerprint ridge and can obviously restrain all kinds of noises. The experiment result shows that the method achieves the desired result.
Keywords :
fingerprint identification; gradient methods; graph theory; image enhancement; direction image; fingerprint identification; fingerprint image preprocessing algorithm; fingerprint ridge structures; gradient method; image binarization; image enhancement; image thinning; linear graph; noise immunity; Feature extraction; Fingerprint recognition; Image matching; Image segmentation; Noise; Pixel; Reactive power; Binarization; Direction Image; Fingerprint Identification; Image Enhancement; Preprocessing; Thinning;
Conference_Titel :
Computer Science and Service System (CSSS), 2011 International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4244-9762-1
DOI :
10.1109/CSSS.2011.5972044