DocumentCode
2972835
Title
Reverse engineering of double JPEG compression in the presence of image resizing
Author
Bianchi, Tiziano ; Piva, A.
Author_Institution
Dept. of Electron. & Telecommun., Univ. of Florence, Florence, Italy
fYear
2012
fDate
2-5 Dec. 2012
Firstpage
127
Lastpage
132
Abstract
In this paper, we propose a forensic technique for the reverse engineering of double JPEG compression in the presence of image resizing between the two compressions. Our approach is based on the fact that previously JPEG compressed images tend to have a near lattice distribution property (NLDP), and that this property is usually maintained after a simple image processing step and subsequent recompression. The proposed approach represents an improvement with respect to existing techniques analyzing double JPEG compression. Moreover, compared to forensic techniques aiming at the detection of resampling in JPEG images, the proposed approach moves a step further, since it also provides an estimation of both the resize factor and the quality factor of the previous JPEG compression. Such additional information can be used to reconstruct the history of an image and perform more detailed forensic analyses.
Keywords
data compression; digital forensics; image coding; image sampling; reverse engineering; double JPEG compression; forensic technique; image processing; image resizing; near lattice distribution property; quality factor; resampling detection; resize factor; reverse engineering; Detectors; Discrete cosine transforms; Image coding; Lattices; Q factor; Quantization; Transform coding;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Forensics and Security (WIFS), 2012 IEEE International Workshop on
Conference_Location
Tenerife
Print_ISBN
978-1-4673-2285-0
Electronic_ISBN
978-1-4673-2286-7
Type
conf
DOI
10.1109/WIFS.2012.6412637
Filename
6412637
Link To Document