2pm Wednesday, 2 February 2005:
Statistics of Natural Images and Their Applications to Digital Forensics

Siwei Lyu
Dartmouth College

We describe a set of natural image statistics that are built upon a multi-scale multi-orientation image decomposition (e.g., wavelets). This set consists of first and higher-order statistics that capture certain regularities of natural images. I will show how these statistics can be useful in several digital forensic applications, including differentiating between photographic and photorealistic images, and detecting hidden messages embedded within digital images.