Authors
Miroslav Goljan, Jessica Fridrich, Tomáš Filler
Publication date
2010/1/27
Conference
Media forensics and security II
Volume
7541
Pages
75-86
Publisher
SPIE
Description
Sensor fingerprint is a unique noise-like pattern caused by slightly varying pixel dimensions and inhomogeneity of the silicon wafer from which the sensor is made. The fingerprint can be used to prove that an image came from a specific digital camera. The presence of a camera fingerprint in an image is usually established using a detector that evaluates cross-correlation between the fingerprint and image noise. The complexity of the detector is thus proportional to the number of pixels in the image. Although computing the detector statistic for a few megapixel image takes several seconds on a single-processor PC, the processing time becomes impractically large if a sizeable database of camera fingerprints needs to be searched through. In this paper, we present a fast searching algorithm that utilizes special "fingerprint digests" and sparse data structures to address several tasks that forensic analysts will find useful …
Total citations
2011201220132014201520162017201820192020202120222023482361310101089542
Scholar articles
M Goljan, J Fridrich, T Filler - Media forensics and security II, 2010