Title :
Unambiguous interpolation rate estimation in uncompressed resized color digital images
Author :
Valera, Juan ; Garcia, Narciso
Author_Institution :
Grupo de Tratamiento de Imagenes, Univ. Politec. de Madrid, Madrid, Spain
Abstract :
A method is proposed for unambiguously determining the interpolation rate in uncompressed resized color images over a broad range of possible rates, thus overcoming the uncertainty exposed in previous papers. Information from the three RGB channels is combined to improve performance. Experimental results show high reliability in the posteriori probability of correct classification, yielding an average value of 81.7% and 90.3% in the case of images with a CFA type sensor. The proposed method is also used for the automatic detection of CFA traces with good results.
Keywords :
estimation theory; image classification; image colour analysis; image forensics; interpolation; probability; reliability; CFA type sensor; RGB channel; automatic CFA trace detection; image classification; posteriori probability; reliability; unambiguous interpolation rate estimation; uncompressed resized color digital image; Authentication; Conferences; Estimation; Interpolation; Kernel; Reliability; Shape; Digital forensics; image authentication; interpolation rate; linear predictor; resampling detection;
Conference_Titel :
Biometrics and Forensics (IWBF), 2013 International Workshop on
Conference_Location :
Lisbon
Print_ISBN :
978-1-4673-4987-1
DOI :
10.1109/IWBF.2013.6547314