DocumentCode :
145440
Title :
Logical Conjunction of Triple-Perpendicular-Directional Translation Residual for Contactless Palmprint Preprocessing
Author :
Lu Leng ; Gang Liu ; Ming Li ; Khan, Muhammad Khurram ; Al-Khouri, Ali M.
Author_Institution :
Key Lab. of Nondestructive Test (Minist. of Educ.), Nanchang Hangkong Univ., Nanchang, China
fYear :
2014
fDate :
7-9 April 2014
Firstpage :
523
Lastpage :
528
Abstract :
Contactless palmprint recognition systems alleviate the concerns on personal hygiene, acquisition flexibility, etc. Unfortunately, the preprocessing of contactless palmprint image faces several severe challenges, including unconstrained hand placement, complex background, light interference, etc. This paper proposes logical conjunction of triple-perpendicular-directional translation residual (TPDTR) for the improvement of contactless palmprint image preprocessing. The search of hand valley point is within the borders of hand valley gap detected by TPDTR, therefore, the computational cost is effectively decreased. Furthermore, the anti-interference capacity of region is stronger than that of point and line, so TPDTR improves the accuracy of hand valley point detection. The experimental results confirm the superiorities of TPDTR over the existing methods in computational cost and accuracy.
Keywords :
palmprint recognition; TPDTR; anti-interference capacity; contactless palmprint image preprocessing; contactless palmprint recognition systems; hand valley gap; hand valley point detection; hand valley point search; triple-perpendicular-directional translation residual; Accuracy; Computational efficiency; Educational institutions; Image color analysis; Image segmentation; Interference; Skin; contactless biometrics recognition; location of region-of-interest; logical conjunction; triple-perpendicular-directional translation residual; valley point detection;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Technology: New Generations (ITNG), 2014 11th International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4799-3187-3
Type :
conf
DOI :
10.1109/ITNG.2014.18
Filename :
6822250
Link To Document :
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