Title :
Demystifying histograms of multi-quantised DCT coefficients
Author_Institution :
Inst. of Syst. Archit., Tech. Univ. Dresden, Dresden, Germany
Abstract :
JPEG compression artefacts are among the most prominent features in the forensic analysis of digital images. Here, we focus on the spectral analysis of histograms of single- and multi-quantised DCT coefficients. We present a model of the frequency response of finite-support histograms, which explains position and magnitude of characteristic quantisation peaks with reasonable precision and gives valuable insights into the formation of quantisation artefacts in general. We derive a set of practical rules for the efficient analysis of single- and multi-compressed images and discuss applications in the estimation of quantisation tables.
Keywords :
computer forensics; data compression; discrete cosine transforms; frequency response; image coding; spectral analysis; JPEG compression artefacts; characteristic quantisation peaks; discrete cosine transform; finite-support histograms; forensic analysis; frequency response model; histogram demystification; multiquantised DCT coefficients; quantisation table estimation; spectral analysis; Discrete cosine transforms; Estimation; Frequency domain analysis; Histograms; Image coding; Quantization; Transform coding; JPEG compression; JPEG quantisation table; digital image forensics; multi-quantisation;
Conference_Titel :
Multimedia and Expo (ICME), 2011 IEEE International Conference on
Conference_Location :
Barcelona
Print_ISBN :
978-1-61284-348-3
Electronic_ISBN :
1945-7871
DOI :
10.1109/ICME.2011.6012205