Device temporal forensics: an information theoretic approach
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
A novel multi-size block benford's law scheme for printer identification
PCM'10 Proceedings of the 11th Pacific Rim conference on Advances in multimedia information processing: Part I
Authentication of currency notes through printing technique verification
Proceedings of the Seventh Indian Conference on Computer Vision, Graphics and Image Processing
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We present a forensic technique for analyzing a printed image in order to trace the originating printer. Our method, which is applicable for commonly used electrophotographic (EP) printers, operates by exploiting the geometric distortion that these devices inevitably introduce in the printing process. In the proposed method, first a geometric distortion signature is estimated for an EP printer. This estimate is obtained using only the images printed on the printer and without access to the internal printer controls. Once a database of printer signatures is available, the printer utilized to print a test image is identified by computing the geometric distortion signature from test image and correlating the computes signatures against the printer signatures in the database. Experiments conducted over a corpus of EP printers demonstrate that the geometric distortion signatures of test documents exhibit high correlation with the corresponding printer signatures and a low correlation with other printer signatures. The method is therefore quite promising for forensic printer identification applications. We highlight several of the capabilities and challenges for the method.