Title :
Multi-view ear recognition based on B-Spline pose manifold construction
Author :
Zhang, Zhiyuan ; Liu, Heng
Author_Institution :
Shenzhen Grad. Sch., Harbin Inst. of Technol., Shenzhen
Abstract :
In this work, multi-view ear recognition problems are examined in detail. A new multi-view ear recognition approach based on B-Spline pose manifold construction in discriminative projection space which is formed by null kernel discriminant analysis (NKDA) feature extraction is presented. Many experiments and comparisons are provided to show the effectiveness of our multi-view ear recognition approach.
Keywords :
biometrics (access control); feature extraction; image recognition; B-Spline pose manifold construction; discriminative projection space; feature extraction; multiview ear recognition; null kernel discriminant analysis; Biometrics; Cameras; Ear; Feature extraction; Image recognition; Image sampling; Kernel; Pattern recognition; Space technology; Spline; B-Spline; Ear biometrics; Multi-view ear recognition; Pose manifold;
Conference_Titel :
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4244-2113-8
Electronic_ISBN :
978-1-4244-2114-5
DOI :
10.1109/WCICA.2008.4593302
