Decision Fusion based Person Identification System using Fingerprints and Facial Image with Template Matching


  • A. K. M. Akhtar Hossain Dept. of Computer Science & Engineering, University of Rajshahi, Bangladesh.



In this research, it has been developed a prototype biometric system which integrates facial images and fingerprints. The system overcomes the limitations of face recognition systems as well as fingerprint recognition systems. The integrated prototype system operates in the identification mode with an admissible response time. The identity established by the system is more reliable than the identity established by a face recognition system. In addition, the proposed decision fusion scheme enables performance improvement by integrating multiple features with different confidence measures. Experimental results demonstrate that the system performs  well. It meet up the response time as well as the accuracy requirements.

Author Biography

A. K. M. Akhtar Hossain, Dept. of Computer Science & Engineering, University of Rajshahi, Bangladesh.

Professor, Dept. of Computer Science & Engineering, University of Rajshahi, Bangladesh.


L. Hong and A. K. Jain, “Classification of Fingerprint Images,†11th Scandinavian Conference on Image Analysis, June 7-11, Kangerlussuaq, Greenland, 1999.

L. Hong and A. K. Jain, “Integrating Faces and Fingerprints for Personal Identificationâ€, IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 20, No. 12, pp. 1295-1307, Dec 1998.

R. W. Frischholz and U. Dieckmann, “Bioid: A Multimodal Biometric Identification Systemâ€, IEEE Computer, Vol. 33, No. 2, pp. 64-68, 2000.

M. Turk and A. Pentland, “Eigenfaces for Recognition,†J. Cognitive Neuroscience, vol. 3, no. 1, pp. 71–86, 1991.

R. Chellappa, C. Wilson, and A. Sirohey, “Human and Machine Recognition of Faces: A Survey,†Proc. IEEE, vol. 83, no. 5, pp. 705– 740, 1995.

M. Turk, A. Pentland. “Face Recognition Using Eigenfacesâ€. In Proc. IEEE Conf. on Computer Vision and Pattern Recognition, pp. 586-591, 1991.

D. Valentin, H. Abdi, A.J. O’Toole, and G. Cottrell, “Connectionist Models of Face Processing: A Survey,†Pattern Recognition, vol. 27, no. 9, pp. 1,209–1,230, 1994.

A.K.M. Akhtar Hossain, “Fingerprint Identification System Using Artificial Neural Computing Modelsâ€, Ph.D. Thesis, Department of Computer Science and Engineering, University of Rajshahi, Bangladesh, January 2006 .

A. K. M. Akhtar Hossain & S.K. Ahmed Kamal , “An Approach To Extract Fingerprint Feature Using Grid-Mapping Technique And To Match Through BackPropagation Neural Networkâ€, Scientific Journal founded in 1997, Bulletin of Donetsk National University, 004.932.721, ISSN 1817-2237, PP-412-418, Ukraine, 2/2005 .

A. K. M. Akhtar Hossain and S. K. Ahmed Kamal, “Grid Mapping Features based Fingerprint Verification System†Proceedings of 8th International Conference on Computer and Information Technology, Islamic University of Technology (IUT), Gazipur, Dhaka, Bangladesh, PP-1052-1057, ISBN 984-32-2873-1, ICCIT-2005.

R. Brunelli and D. Falavigna, “Personal Identification Using Multiple Cues,†IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 17, no. 10, pp. 955–966, Oct. 1995.

J. Kittler, Y. Li, J. Matas, and M.U. Sanchez, “Combining Evidence in Multimodal Personal Identity Recognition Systems,†Proc. First Int’l Conf. Audio Video-Based Personal Authentication, pp. 327–334, Crans-Montana, Switzerland, Mar. 1997.

Xiaohui Cheng, Cuina Zhang, and Maojie Zhou, "Rotation Invariant Texture Spectrum-Based Image Retrieval Algorithm", IEEE 2nd International Conference on Software Engineering and Service Science (ICSESS), Pages: 602 - 605, 2011.

Jinfeng Yang and Xu Zhang, "Feature-Level Fusion of Fingerprint and Finger-Vein for Personal Identification", Pattern Recognition Letters 33, Pages 623–628, 2012.

AK Jain, K Nandakumar, A Nagar, in Security and privacy in biometrics. Fingerprint Template Protection: From Theory to Practice (Springer London), pp. 187–214, Year 2013.

Ahmed M. Hamad, Rasha Salah Elhadary, Ahmed Omar Elkhateeb, " Multimodal Biometric Identification Using Fingerprint, Face and Iris Recognition", International Journal of Information Science and Intelligent System, 3(4): 53-60, 2014.

Subhas Barman, Debasis Samanta and Samiran Chattopadhyay, Fingerprint-based crypto-biometric system for network security, EURASIP Journal on Information Security, 3 April 2015.

Ashraf Aboshosha, Kamal A. El Dahshan, Eman A. Karam, Ebeid A. Ebeid, Score Level Fusion for Fingerprint, Iris and Face Biometrics, International Journal of Computer Applications, Volume 111 - Number 4, Year of Publication: 2015.




How to Cite

Hossain, A. K. M. A. (2018). Decision Fusion based Person Identification System using Fingerprints and Facial Image with Template Matching. Asian Journal of Computer and Information Systems, 6(3).