Single-view recaptured image detection based on physics-based features

In daily life, we can see images of real-life objects on posters, television, or virtually any type of smooth physical surfaces. We seldom confuse these images with the objects per se mainly with the help of the contextual information from the surrounding environment and nearby objects. Without this contextual information, distinguishing an object from an image of the object becomes subtle; it is precisely an effect that a large immersive display aims at achieving. In this work, we study and address a problem that mirrors the above-mentioned recognition problem, i.e., distinguishing images of true natural scenes and those from recapturing. Being able to detect recaptured images, robot vision can be more intelligent and a single-image-based countermeasure for re-broadcast attack on a face authentication system becomes feasible. This work is timely as the face authentication system is getting common on consumer mobile devices such as smart phones and laptop computers. In this work, we p...

• Type: Conference
• Year: 2010
• Where: ICMCS
• Authors: Xinting Gao, Tian-Tsong Ng, Bo Qiu, Shih-Fu Chang
• Keywords: Contextual Information, ICMCS 2010, Image, Multimedia, Recaptured Image