Title :
A Contactless Palm Recognition System Using Simple Active 3D Measurement with Diffraction Grating Laser
Author :
Sato, Takao ; Aoyama, Shoichiro ; Sakai, Shin´ichi ; Yusa, Shusaku ; Ito, Kei ; Aoki, Toyohiro
Author_Institution :
Grad. Sch. of Inf. Sci., Tohoku Univ., Sendai, Japan
Abstract :
In contact less palm recognition, the captured images may have large image deformation depending on the hand pose. In order to extract the accurate palm region from the captured image for reliable palm image matching, such large image deformation must be normalized. To address the above problem, we propose a contact less palm recognition system using simple active 3D measurement with a diffraction grating laser. Using the grating pattern on a hand, which is radiated by the diffraction grating laser, the sparse 3D structure of hand surface can be measured by triangulation among a hand, a laser and a camera. According to the hand structure, the image deformation caused by the hand pose change can be normalized with low cost computation. Through a set of experiments, we demonstrate that the use of the proposed system makes it possible to recognize contact less palm images using the conventional palm recognition algorithms.
Keywords :
diffraction gratings; feature extraction; image matching; mesh generation; palmprint recognition; active 3D measurement; contactless palm recognition system; diffraction grating laser; grating pattern; hand pose; image deformation; palm image matching; palm region extraction; sparse 3D structure; triangulation; Cameras; Diffraction; Diffraction gratings; Image recognition; Lasers; Measurement by laser beam; Three-dimensional displays; active 3D measurement; contactless palm recognition; diffraction grating;
Conference_Titel :
Pattern Recognition (ACPR), 2013 2nd IAPR Asian Conference on
Conference_Location :
Naha
DOI :
10.1109/ACPR.2013.105