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Research Paper | Computer Science & Engineering | India | Volume 11 Issue 11, November 2022 | Popularity: 4.3 / 10
A Face Spoof Detection using Feature Extraction and SVM
Lovely Pal, Renuka Singh
Abstract: Face spoofing detection is one of the well-studied problems in computer vision. Face recognition has become a widely adopted technique in biometric authentication systems. In face recognition based authentication techniques, the system first recognized the person to verify the legitimacy of the user before granting access to the system resources. The system must be able to determine the liveness of the person in front of the camera, for example, by recognizing the face and denying the types of face presentation attacks related to photographs, videos and the 3D mask of the targeted person. Attackers try to directly or indirectly, masquerade the biometric system as another person by forging biometric traits and get unauthorized access. This work studies computer vision-based feature extraction techniques for real and spoof face imaging and combines different features in the area of face anti-spoofing.
Keywords: Biometrics, Face Spoofing, Face Spoofing detection
Edition: Volume 11 Issue 11, November 2022
Pages: 629 - 634
DOI: https://www.doi.org/10.21275/SR221103150851
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