Face liveness detection from a single image with sparse low rank bilinear discriminative model

Pages: 504 - 517
Published: Sep 5, 2010
Abstract
Spoofing with photograph or video is one of the most common manner to circumvent a face recognition system. In this paper, we present a real-time and non-intrusive method to address this based on individual images from a generic webcamera. The task is formulated as a binary classification problem, in which, however, the distribution of positive and negative are largely overlapping in the input space, and a suitable representation space is hence...
Paper Details
Title
Face liveness detection from a single image with sparse low rank bilinear discriminative model
Published Date
Sep 5, 2010
Pages
504 - 517
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