Authors
Ramachandra Raghavendra, Kiran B Raja, Christoph Busch
Publication date
2015/1/22
Journal
IEEE Transactions on Image Processing
Volume
24
Issue
3
Pages
1060-1075
Publisher
IEEE
Description
The vulnerability of face recognition systems is a growing concern that has drawn the interest from both academic and research communities. Despite the availability of a broad range of face presentation attack detection (PAD) (or countermeasure or antispoofing) schemes, there exists no superior PAD technique due to evolution of sophisticated presentation attacks (or spoof attacks). In this paper, we present a new perspective for face presentation attack detection by introducing light field camera (LFC). Since the use of a LFC can record the direction of each incoming ray in addition to the intensity, it exhibits an unique characteristic of rendering multiple depth (or focus) images in a single capture. Thus, we present a novel approach that involves exploring the variation of the focus between multiple depth (or focus) images rendered by the LFC that in turn can be used to reveal the presentation attacks. To this extent …
Total citations
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Scholar articles
R Raghavendra, KB Raja, C Busch - IEEE Transactions on Image Processing, 2015