Title :
Detection of Resampling Based on Singular Value Decomposition
Author :
Wang, Ran ; Ping, Xijian
Author_Institution :
Dept. of Inf. Sci., Zhengzhou Inf. Sci. & Technol. Inst., Zhengzhou, China
Abstract :
Blind digital image forensics, aims at identifying the authenticity and origin of the digital images without any embedding information beforehand, has become one of the research hot spots recently. Resampling, as a kind of tampering manipulation, will change the statistical features of the images. In this paper, the specific statistical changes brought into the linear dependencies among image pixels are analyzed by singular value decomposition. A blind and efficient method capable of finding traces of resampling and interpolation based on singular value decomposition is proposed. The performance of resampling detection shown in experimental results has indicated the validity of the algorithm.
Keywords :
computer forensics; embedded systems; image coding; interpolation; message authentication; singular value decomposition; statistical analysis; authenticity; blind digital image forensics; digital images; embedding information; image pixels; interpolation; resampling detection; singular value decomposition; statistical features; tampering manipulation; Digital images; Forensics; Graphics; Image analysis; Information science; Interpolation; Linear algebra; Matrix decomposition; Pixel; Singular value decomposition;
Conference_Titel :
Image and Graphics, 2009. ICIG '09. Fifth International Conference on
Conference_Location :
Xi´an, Shanxi
Print_ISBN :
978-1-4244-5237-8
DOI :
10.1109/ICIG.2009.46