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 :
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