DocumentCode
683723
Title
A Novel Method for Identifying Exact Sensor Using Multiplicative Noise Component
Author
Mahdian, Babak ; Saic, Stanislav
Author_Institution
Inst. of Inf. Theor. & Autom., Prague, Czech Republic
fYear
2013
fDate
9-11 Dec. 2013
Firstpage
241
Lastpage
247
Abstract
In this paper, we analyze and analytically describe the multiplicative deterministic noise component of imaging sensors in a novel way. Specifically, we show how to use the multiplicative nature of this component to derive a method enabling its estimation. Since this noise component is unique per sensor, consequently, the derived method is applied on digital image ballistics tasks in order to pinpoint the exact device that created a specific digital photo. Moreover, we enhance the method to be resistent to optical zoom and JPEG compression.
Keywords
digital photography; image coding; image sensors; JPEG compression; digital image ballistics tasks; digital photo; exact sensor identification; imaging sensors; multiplicative deterministic noise component; optical zoom; Cameras; Digital images; Image coding; Image color analysis; Noise; Optical imaging; Transform coding; Image forensics; PRNU; Photo Response Non Uniformity; image ballistics; source camera identification;
fLanguage
English
Publisher
ieee
Conference_Titel
Multimedia (ISM), 2013 IEEE International Symposium on
Conference_Location
Anaheim, CA
Print_ISBN
978-0-7695-5140-1
Type
conf
DOI
10.1109/ISM.2013.46
Filename
6746798
Link To Document