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A New Framework for Identifying the Missed Pilgrims in Hajj and Umrah


Affiliations
1 Computer Science Department Taibah University, Madinah, KSA, Saudi Arabia
 

A new framework recognition system for identifying the missed pilgrims in Hajj and Umrah is presented in this paper. The framework recognition system is based on the Wavelet Probabilistic Neural Network (WPNN) classifier. The entire framework recognition system is capable of identifying the missed pilgrims. The framework recognition systems is developed as an application for mobile phones The proposed framework recognition system is applied to a huge database for pilgrims in the Ministry of Hajj Computer server for matching and identifying the missed pilgrim. The results are superior comparing to the existing systems.

Keywords

DCT, WPNN, Hajj, Umrah, Missed Pilgrim.
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  • http://www.haj.gov.sa/English/pages/default.aspx
  • https://www.stats.gov.sa
  • Salah A. Aly, A Missing and Found Recognition System for Hajj and Umrah,arXiv.org.,[arXiv:1208.5365v1],2012. (https://arxiv.org/abs/1208.5365).
  • Jawad H. AlKhateeb, Olivier Pauplin, Jinchang Ren, Jianmin Jiang, Performance of hidden Markov model and dynamic Bayesian network classifiers on handwritten Arabic word recognition, Knowledge-Based Systems, Vol 24, pp680-688,2011.
  • Jawad H AlKhateeb, Jinchang Ren, Jianmin Jiang, Husni Al-Muhtaseb, Offline handwritten Arabic cursive text recognition using Hidden Markov Models and re-ranking, Pattern Recognition Letters, Vol 32, pp 1081-1088, 2011.
  • Jawad H. AlKhateeb, A Database For Identifying the Missed Pilgrims in Hajj and Umrah, International Journal of Computer and Information Technology (IJCIT), Volume 6, Issue 6 , November 2017.
  • Ching-Han CHEN and Chia Te CHU, Fusion of Face and Iris Features for Multimodal Biometrics, Lecture Notes in Computer Science, Jan. 2006.

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  • A New Framework for Identifying the Missed Pilgrims in Hajj and Umrah

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Authors

Jawad H. AlKhateeb
Computer Science Department Taibah University, Madinah, KSA, Saudi Arabia

Abstract


A new framework recognition system for identifying the missed pilgrims in Hajj and Umrah is presented in this paper. The framework recognition system is based on the Wavelet Probabilistic Neural Network (WPNN) classifier. The entire framework recognition system is capable of identifying the missed pilgrims. The framework recognition systems is developed as an application for mobile phones The proposed framework recognition system is applied to a huge database for pilgrims in the Ministry of Hajj Computer server for matching and identifying the missed pilgrim. The results are superior comparing to the existing systems.

Keywords


DCT, WPNN, Hajj, Umrah, Missed Pilgrim.

References





DOI: https://doi.org/10.13005/ojcst%2F10.04.03