Subscribe Now Subscribe Today
Science Alert
 
Blue
   
Curve Top
Journal of Applied Sciences
  Year: 2015 | Volume: 15 | Issue: 5 | Page No.: 815-820
DOI: 10.3923/jas.2015.815.820
 
Facebook Twitter Digg Reddit Linkedin StumbleUpon E-mail

Ear Identification Based on Improved Algorithm of ICPSCM

M. Khamiss, S. Algabary, Khairuddin Omar, Md. Jan Nordin and Siti Norul Huda S. Abdullah

Abstract:
This study presents a brief processing of ear identification and making an improvement of ear recognition via combination of Iterative Closest Point (ICP) algorithm with the Stochastic Clustering Method (SCM). The objective of this study is to enhance the matching template scheme using BPNN based on the ICP algorithm combined SCM method. An effective SLLE (Supervised Locality Linear Embedding) variation for ear recognition was designed based on JAVA programming language. The software provides basic functions for ear identification analysis by using two kinds of algorithm, respectively. In particular, the combined method provides effective identification through BPNN environment condition. Analysis results are expressed realistically through different database. Finally, with the application of ICP and SCM based multilayer neutral network to identify 20 ear images, the experiment results shows 96.12% accuracy.
PDF Fulltext XML References Citation Report Citation
How to cite this article:

M. Khamiss, S. Algabary, Khairuddin Omar, Md. Jan Nordin and Siti Norul Huda S. Abdullah, 2015. Ear Identification Based on Improved Algorithm of ICPSCM. Journal of Applied Sciences, 15: 815-820.

DOI: 10.3923/jas.2015.815.820

URL: https://scialert.net/abstract/?doi=jas.2015.815.820

COMMENT ON THIS PAPER
 
 
 

 

 
 
 
 
 
 
 
 
 

 
 
 
 
 
 
 

Curve Bottom