International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Call for Papers | Fully Refereed | Open Access | Double Blind Peer Reviewed

ISSN: 2319-7064


Downloads: 120 | Views: 178

Research Paper | Computer Science & Engineering | Iraq | Volume 7 Issue 2, February 2018


HCI Authentication Technique based on Chaos Neural Network and PCA

Haider K. Hoomod Ahmed A. Ali


Abstract: Mobile devices have become the most used and advanced technology. Providing increased computing and storage capabilities. Due to the importance of these devices it is necessary to develop appropriate and powerful protection methods. In this paper was propose a new authentication technique that includes the face recognition using modify Cellular Neural Networks with chaos and hashing password. The images obtained in real time for 10 persons each person has 10 to 15 different shot face images, were the results for (FAR =0), (FRR =6.6), (FER =3.3) and accuracy =90 %, detection time is (710Milliseconds).


Keywords: HCI, HCI authentication, PCA, Cellular neural network, chaos


Edition: Volume 7 Issue 2, February 2018,


Pages: 1208 - 1212


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