Title :
Fast 3D Ear Recognition Based on Local Surface Matching and ICP Registration
Author_Institution :
Sch. of Inf. Eng., Southwest Univ. of Sci. & Technol., Mianyang, China
Abstract :
Most existing 3D ear recognition approaches require range image ear data to work acquired by high cost range scan device. In this work, with line structure light 3D point cloud ear data, we explore a fast 3D ear recognition mechanism based on local surface matching with ICP registration. Experimental results and comparisons on our data set of 50 individuals with 200 images and the UND data set of 100 individuals with 200 images are provided respectively to show the proposed approach holds comparable advantage over current ear range image methods.
Keywords :
ear; image matching; image registration; 3D ear recognition approach; ICP registration; UND data set; line structure light 3D point cloud ear data; local surface matching; range image ear data; range scan device; Biometrics (access control); Ear; Image recognition; Iterative closest point algorithm; Pattern recognition; Strips; Three-dimensional displays; 3D ear recognition; ICP; local surface matching; strip point cloud;
Conference_Titel :
Intelligent Networking and Collaborative Systems (INCoS), 2013 5th International Conference on
Conference_Location :
Xi´an
DOI :
10.1109/INCoS.2013.141
