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Wan Adnan, Wan Azizun
- Face Anti-Spoofing Methods
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Authors
Affiliations
1 Department of Computer and Communication Systems Engineering, Universiti Putra, MY
2 Department of Computer and Communication Systems Engineering, Universiti Putra, IN
1 Department of Computer and Communication Systems Engineering, Universiti Putra, MY
2 Department of Computer and Communication Systems Engineering, Universiti Putra, IN
Source
Current Science, Vol 108, No 8 (2015), Pagination: 1491-1500Abstract
In recent years, facial biometric systems have received increased deployment in various applications such as surveillance, access control and forensic investigations. However, one of the limitations of face recognition system is the high possibility of the system being deceived or spoofed by non-real faces such as photograph, video clips or dummy faces. In order to identify the spoofing attacks on such biometric systems, face liveness detection approaches have been developed. Thus, the current approach is to integrate liveness detection within facial biometrics by using life sign indicators of individual features. This article presents a review of state-of-the-art techniques in face liveness detection, which are classified into two groups, namely intrusive and non-intrusive approaches. Here, each technique is discussed in terms of its implementation, strengths and limitations, as well as indications on possible future research directions that can be studied.Keywords
Biometrics, Face Recognition, Intrusive, Liveness Detection, Non-Intrusive.- Robust Digital Text Watermarking Algorithm based on Unicode Extended Characters
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Authors
Nasraddin Ahmed Salem Al-maweri
1,
Wan Azizun Wan Adnan
1,
Abdul Rahman Ramli
1,
Khairulmizam Samsudin
1,
Sharifah Mumtazah Syed Ahmad Abdul Rahman
1
Affiliations
1 Department of Computer and Communication Systems Engineering, Faculty of Engineering, Universiti Putra Malaysia, 43400, MY
1 Department of Computer and Communication Systems Engineering, Faculty of Engineering, Universiti Putra Malaysia, 43400, MY