DocumentCode :
117966
Title :
Contactless palmprint alignment based on intrinsic local affine-invariant feature points
Author :
Phromsuthirak, Choopol ; Tangsuksant, Watcharin ; Sanpanich, Arthorn ; Pintavirooj, Chuchart
Author_Institution :
Dept. of Electron., King Mongkut´s Inst. of Technol. Ladkrabang, Bangkok, Thailand
fYear :
2014
fDate :
9-12 Dec. 2014
Firstpage :
1
Lastpage :
4
Abstract :
A Palmprint, biométrie characteristics, was mostly found in civil and commercial applications for security system because it has more reliable and easy to capture by low resolution devices. This paper was to develop a new contactless palmprint alignment with general USB camera on tripod. The palmprint image is acquired by this camera and using intrinsic local affine-invariant key points residing on the area patches spanning between two successive fingers to align palmprint image. The key points are relative affine invariant to affine transformations so this algorithm does not need the guidance pegs in acquisition process to fix hand position to avoid the scaling, translation and rotation problems for correctly palmprint image alignment. Finally, the developed algorithm was tested by 10 left-handed palmprint images collected from different subjects. The simulation results indicate by distance map error of 1.4899 pixels.
Keywords :
affine transforms; feature extraction; image sensors; palmprint recognition; peripheral interfaces; acquisition process; affine transformations; biométrie characteristics; contactless palmprint alignment; distance map error; general USB camera; intrinsic local affine invariant feature points; intrinsic local affine invariant key points; palmprint image alignment; security system; Abstracts; Cameras; Decision support systems; Image resolution; Reliability; Security; Universal Serial Bus; Biometric; Convex hull; Otsu´s thresholding; Palmprint alignment; Palmprint identification;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Asia-Pacific Signal and Information Processing Association, 2014 Annual Summit and Conference (APSIPA)
Conference_Location :
Siem Reap
Type :
conf
DOI :
10.1109/APSIPA.2014.7041563
Filename :
7041563
Link To Document :
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