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Title |
Presentation Attack Detection (PAD) for Iris Recognition System on Mobile Devices-A Survey |
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Author |
Abdelwahed Motwakel, Anwer Mustafa Hilal, Manar Ahmed Hamza, Hesham E. Ghoneim |
| Citation |
Vol. 21 No. 12 pp. 415-426 |
|
Abstract |
The implementation of iris biometrics on smartphone devices has recently become an emerging research topic. As the use of iris biometrics on smartphone devices becomes more widely adopted, it is to be expected that there will be similar efforts in the research community to beat the biometric by exploring new spoofing methods and this will drive a corresponding requirement for new liveness detection methods. In this paper we addresses the problem of presentation attacks (Spoofing) against the Iris Recognition System on mobile devices and propose novel Presentation Attack Detection (PAD) method which suitable for mobile environment. |
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Keywords |
Presentation Attack Detection, Iris Recognition System. |
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URL |
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Title |
Presentation Attack Detection (PAD) for Iris Recognition System on Mobile Devices-A Survey |
|
Author |
Abdelwahed Motwakel, Anwer Mustafa Hilal, Manar Ahmed Hamza, Hesham E. Ghoneim |
| Citation |
Vol. 21 No. 12 pp. 415-426 |
|
Abstract |
The implementation of iris biometrics on smartphone devices has recently become an emerging research topic. As the use of iris biometrics on smartphone devices becomes more widely adopted, it is to be expected that there will be similar efforts in the research community to beat the biometric by exploring new spoofing methods and this will drive a corresponding requirement for new liveness detection methods. In this paper we addresses the problem of presentation attacks (Spoofing) against the Iris Recognition System on mobile devices and propose novel Presentation Attack Detection (PAD) method which suitable for mobile environment. |
|
Keywords |
Presentation Attack Detection, Iris Recognition System. |
|
URL |
|
|
Title |
Presentation Attack Detection (PAD) for Iris Recognition System on Mobile Devices-A Survey |
|
Author |
Abdelwahed Motwakel, Anwer Mustafa Hilal, Manar Ahmed Hamza, Hesham E. Ghoneim |
| Citation |
Vol. 21 No. 12 pp. 415-426 |
|
Abstract |
The implementation of iris biometrics on smartphone devices has recently become an emerging research topic. As the use of iris biometrics on smartphone devices becomes more widely adopted, it is to be expected that there will be similar efforts in the research community to beat the biometric by exploring new spoofing methods and this will drive a corresponding requirement for new liveness detection methods. In this paper we addresses the problem of presentation attacks (Spoofing) against the Iris Recognition System on mobile devices and propose novel Presentation Attack Detection (PAD) method which suitable for mobile environment. |
|
Keywords |
Presentation Attack Detection, Iris Recognition System. |
|
URL |
|
|
Title |
Presentation Attack Detection (PAD) for Iris Recognition System on Mobile Devices-A Survey |
|
Author |
Abdelwahed Motwakel, Anwer Mustafa Hilal, Manar Ahmed Hamza, Hesham E. Ghoneim |
| Citation |
Vol. 21 No. 12 pp. 415-426 |
|
Abstract |
The implementation of iris biometrics on smartphone devices has recently become an emerging research topic. As the use of iris biometrics on smartphone devices becomes more widely adopted, it is to be expected that there will be similar efforts in the research community to beat the biometric by exploring new spoofing methods and this will drive a corresponding requirement for new liveness detection methods. In this paper we addresses the problem of presentation attacks (Spoofing) against the Iris Recognition System on mobile devices and propose novel Presentation Attack Detection (PAD) method which suitable for mobile environment. |
|
Keywords |
Presentation Attack Detection, Iris Recognition System. |
|
URL |
|
|
Title |
Presentation Attack Detection (PAD) for Iris Recognition System on Mobile Devices-A Survey |
|
Author |
Abdelwahed Motwakel, Anwer Mustafa Hilal, Manar Ahmed Hamza, Hesham E. Ghoneim |
| Citation |
Vol. 21 No. 12 pp. 415-426 |
|
Abstract |
The implementation of iris biometrics on smartphone devices has recently become an emerging research topic. As the use of iris biometrics on smartphone devices becomes more widely adopted, it is to be expected that there will be similar efforts in the research community to beat the biometric by exploring new spoofing methods and this will drive a corresponding requirement for new liveness detection methods. In this paper we addresses the problem of presentation attacks (Spoofing) against the Iris Recognition System on mobile devices and propose novel Presentation Attack Detection (PAD) method which suitable for mobile environment. |
|
Keywords |
Presentation Attack Detection, Iris Recognition System. |
|
URL |
|
|
Title |
Presentation Attack Detection (PAD) for Iris Recognition System on Mobile Devices-A Survey |
|
Author |
Abdelwahed Motwakel, Anwer Mustafa Hilal, Manar Ahmed Hamza, Hesham E. Ghoneim |
| Citation |
Vol. 21 No. 12 pp. 415-426 |
|
Abstract |
The implementation of iris biometrics on smartphone devices has recently become an emerging research topic. As the use of iris biometrics on smartphone devices becomes more widely adopted, it is to be expected that there will be similar efforts in the research community to beat the biometric by exploring new spoofing methods and this will drive a corresponding requirement for new liveness detection methods. In this paper we addresses the problem of presentation attacks (Spoofing) against the Iris Recognition System on mobile devices and propose novel Presentation Attack Detection (PAD) method which suitable for mobile environment. |
|
Keywords |
Presentation Attack Detection, Iris Recognition System. |
|
URL |
|
|
Title |
Presentation Attack Detection (PAD) for Iris Recognition System on Mobile Devices-A Survey |
|
Author |
Abdelwahed Motwakel, Anwer Mustafa Hilal, Manar Ahmed Hamza, Hesham E. Ghoneim |
| Citation |
Vol. 21 No. 12 pp. 415-426 |
|
Abstract |
The implementation of iris biometrics on smartphone devices has recently become an emerging research topic. As the use of iris biometrics on smartphone devices becomes more widely adopted, it is to be expected that there will be similar efforts in the research community to beat the biometric by exploring new spoofing methods and this will drive a corresponding requirement for new liveness detection methods. In this paper we addresses the problem of presentation attacks (Spoofing) against the Iris Recognition System on mobile devices and propose novel Presentation Attack Detection (PAD) method which suitable for mobile environment. |
|
Keywords |
Presentation Attack Detection, Iris Recognition System. |
|
URL |
|
|
Title |
Presentation Attack Detection (PAD) for Iris Recognition System on Mobile Devices-A Survey |
|
Author |
Abdelwahed Motwakel, Anwer Mustafa Hilal, Manar Ahmed Hamza, Hesham E. Ghoneim |
| Citation |
Vol. 21 No. 12 pp. 415-426 |
|
Abstract |
The implementation of iris biometrics on smartphone devices has recently become an emerging research topic. As the use of iris biometrics on smartphone devices becomes more widely adopted, it is to be expected that there will be similar efforts in the research community to beat the biometric by exploring new spoofing methods and this will drive a corresponding requirement for new liveness detection methods. In this paper we addresses the problem of presentation attacks (Spoofing) against the Iris Recognition System on mobile devices and propose novel Presentation Attack Detection (PAD) method which suitable for mobile environment. |
|
Keywords |
Presentation Attack Detection, Iris Recognition System. |
|
URL |
|
|
Title |
Presentation Attack Detection (PAD) for Iris Recognition System on Mobile Devices-A Survey |
|
Author |
Abdelwahed Motwakel, Anwer Mustafa Hilal, Manar Ahmed Hamza, Hesham E. Ghoneim |
| Citation |
Vol. 21 No. 12 pp. 415-426 |
|
Abstract |
The implementation of iris biometrics on smartphone devices has recently become an emerging research topic. As the use of iris biometrics on smartphone devices becomes more widely adopted, it is to be expected that there will be similar efforts in the research community to beat the biometric by exploring new spoofing methods and this will drive a corresponding requirement for new liveness detection methods. In this paper we addresses the problem of presentation attacks (Spoofing) against the Iris Recognition System on mobile devices and propose novel Presentation Attack Detection (PAD) method which suitable for mobile environment. |
|
Keywords |
Presentation Attack Detection, Iris Recognition System. |
|
URL |
|
|
Title |
Presentation Attack Detection (PAD) for Iris Recognition System on Mobile Devices-A Survey |
|
Author |
Abdelwahed Motwakel, Anwer Mustafa Hilal, Manar Ahmed Hamza, Hesham E. Ghoneim |
| Citation |
Vol. 21 No. 12 pp. 415-426 |
|
Abstract |
The implementation of iris biometrics on smartphone devices has recently become an emerging research topic. As the use of iris biometrics on smartphone devices becomes more widely adopted, it is to be expected that there will be similar efforts in the research community to beat the biometric by exploring new spoofing methods and this will drive a corresponding requirement for new liveness detection methods. In this paper we addresses the problem of presentation attacks (Spoofing) against the Iris Recognition System on mobile devices and propose novel Presentation Attack Detection (PAD) method which suitable for mobile environment. |
|
Keywords |
Presentation Attack Detection, Iris Recognition System. |
|
URL |
|
|
Title |
Presentation Attack Detection (PAD) for Iris Recognition System on Mobile Devices-A Survey |
|
Author |
Abdelwahed Motwakel, Anwer Mustafa Hilal, Manar Ahmed Hamza, Hesham E. Ghoneim |
| Citation |
Vol. 21 No. 12 pp. 415-426 |
|
Abstract |
The implementation of iris biometrics on smartphone devices has recently become an emerging research topic. As the use of iris biometrics on smartphone devices becomes more widely adopted, it is to be expected that there will be similar efforts in the research community to beat the biometric by exploring new spoofing methods and this will drive a corresponding requirement for new liveness detection methods. In this paper we addresses the problem of presentation attacks (Spoofing) against the Iris Recognition System on mobile devices and propose novel Presentation Attack Detection (PAD) method which suitable for mobile environment. |
|
Keywords |
Presentation Attack Detection, Iris Recognition System. |
|
URL |
|
|
Title |
Presentation Attack Detection (PAD) for Iris Recognition System on Mobile Devices-A Survey |
|
Author |
Abdelwahed Motwakel, Anwer Mustafa Hilal, Manar Ahmed Hamza, Hesham E. Ghoneim |
| Citation |
Vol. 21 No. 12 pp. 415-426 |
|
Abstract |
The implementation of iris biometrics on smartphone devices has recently become an emerging research topic. As the use of iris biometrics on smartphone devices becomes more widely adopted, it is to be expected that there will be similar efforts in the research community to beat the biometric by exploring new spoofing methods and this will drive a corresponding requirement for new liveness detection methods. In this paper we addresses the problem of presentation attacks (Spoofing) against the Iris Recognition System on mobile devices and propose novel Presentation Attack Detection (PAD) method which suitable for mobile environment. |
|
Keywords |
Presentation Attack Detection, Iris Recognition System. |
|
URL |
|
|
Title |
Presentation Attack Detection (PAD) for Iris Recognition System on Mobile Devices-A Survey |
|
Author |
Abdelwahed Motwakel, Anwer Mustafa Hilal, Manar Ahmed Hamza, Hesham E. Ghoneim |
| Citation |
Vol. 21 No. 12 pp. 415-426 |
|
Abstract |
The implementation of iris biometrics on smartphone devices has recently become an emerging research topic. As the use of iris biometrics on smartphone devices becomes more widely adopted, it is to be expected that there will be similar efforts in the research community to beat the biometric by exploring new spoofing methods and this will drive a corresponding requirement for new liveness detection methods. In this paper we addresses the problem of presentation attacks (Spoofing) against the Iris Recognition System on mobile devices and propose novel Presentation Attack Detection (PAD) method which suitable for mobile environment. |
|
Keywords |
Presentation Attack Detection, Iris Recognition System. |
|
URL |
|
|
Title |
Presentation Attack Detection (PAD) for Iris Recognition System on Mobile Devices-A Survey |
|
Author |
Abdelwahed Motwakel, Anwer Mustafa Hilal, Manar Ahmed Hamza, Hesham E. Ghoneim |
| Citation |
Vol. 21 No. 12 pp. 415-426 |
|
Abstract |
The implementation of iris biometrics on smartphone devices has recently become an emerging research topic. As the use of iris biometrics on smartphone devices becomes more widely adopted, it is to be expected that there will be similar efforts in the research community to beat the biometric by exploring new spoofing methods and this will drive a corresponding requirement for new liveness detection methods. In this paper we addresses the problem of presentation attacks (Spoofing) against the Iris Recognition System on mobile devices and propose novel Presentation Attack Detection (PAD) method which suitable for mobile environment. |
|
Keywords |
Presentation Attack Detection, Iris Recognition System. |
|
URL |
|
|
Title |
Presentation Attack Detection (PAD) for Iris Recognition System on Mobile Devices-A Survey |
|
Author |
Abdelwahed Motwakel, Anwer Mustafa Hilal, Manar Ahmed Hamza, Hesham E. Ghoneim |
| Citation |
Vol. 21 No. 12 pp. 415-426 |
|
Abstract |
The implementation of iris biometrics on smartphone devices has recently become an emerging research topic. As the use of iris biometrics on smartphone devices becomes more widely adopted, it is to be expected that there will be similar efforts in the research community to beat the biometric by exploring new spoofing methods and this will drive a corresponding requirement for new liveness detection methods. In this paper we addresses the problem of presentation attacks (Spoofing) against the Iris Recognition System on mobile devices and propose novel Presentation Attack Detection (PAD) method which suitable for mobile environment. |
|
Keywords |
Presentation Attack Detection, Iris Recognition System. |
|
URL |
|
|
Title |
Presentation Attack Detection (PAD) for Iris Recognition System on Mobile Devices-A Survey |
|
Author |
Abdelwahed Motwakel, Anwer Mustafa Hilal, Manar Ahmed Hamza, Hesham E. Ghoneim |
| Citation |
Vol. 21 No. 12 pp. 415-426 |
|
Abstract |
The implementation of iris biometrics on smartphone devices has recently become an emerging research topic. As the use of iris biometrics on smartphone devices becomes more widely adopted, it is to be expected that there will be similar efforts in the research community to beat the biometric by exploring new spoofing methods and this will drive a corresponding requirement for new liveness detection methods. In this paper we addresses the problem of presentation attacks (Spoofing) against the Iris Recognition System on mobile devices and propose novel Presentation Attack Detection (PAD) method which suitable for mobile environment. |
|
Keywords |
Presentation Attack Detection, Iris Recognition System. |
|
URL |
|
|
Title |
Presentation Attack Detection (PAD) for Iris Recognition System on Mobile Devices-A Survey |
|
Author |
Abdelwahed Motwakel, Anwer Mustafa Hilal, Manar Ahmed Hamza, Hesham E. Ghoneim |
| Citation |
Vol. 21 No. 12 pp. 415-426 |
|
Abstract |
The implementation of iris biometrics on smartphone devices has recently become an emerging research topic. As the use of iris biometrics on smartphone devices becomes more widely adopted, it is to be expected that there will be similar efforts in the research community to beat the biometric by exploring new spoofing methods and this will drive a corresponding requirement for new liveness detection methods. In this paper we addresses the problem of presentation attacks (Spoofing) against the Iris Recognition System on mobile devices and propose novel Presentation Attack Detection (PAD) method which suitable for mobile environment. |
|
Keywords |
Presentation Attack Detection, Iris Recognition System. |
|
URL |
