Title :
Color Filter Array Synthesis in Digital Image via Dictionary Re-demosaicing
Author :
Sun Guangling ; Shen Zhoubiao ; Chen Yuejun
Author_Institution :
Sch. of Commun. & Inf. Eng., Shanghai Univ., Shanghai, China
Abstract :
The goal of anti-forensic technique is to hide manipulation traces. We present a scheme of Color Filter Array (CFA) synthesis in digital images via dictionary re-demosaicing. This is an anti-forensic technique to be against a plurality of forensic methods based on CFA structure detection in images. First, through sparse representation on a manipulated image, a dictionary is obtained. Then, arbitrary CFA de-mosaicing schemes are allowed to re-demosaic each dictionary atom. Finally, the manipulated image is reconstructed using the re-demosaiced dictionary. Experimental results demonstrate that both satisfied image quality in terms of PSNR and stronger CFA characteristic are achieved.
Keywords :
filtering theory; image colour analysis; image reconstruction; image representation; optical filters; antiforensic technique; color filter array synthesis; dictionary redemosaicing; digital image; image quality; image reconstruction; image representation; Dictionaries; Image coding; Image color analysis; Image quality; Image reconstruction; PSNR; Pixel; CFA synthesis; dictionary re-demosaicing; sparse representation;
Conference_Titel :
Multimedia Information Networking and Security (MINES), 2010 International Conference on
Conference_Location :
Nanjing, Jiangsu
Print_ISBN :
978-1-4244-8626-7
Electronic_ISBN :
978-0-7695-4258-4
DOI :
10.1109/MINES.2010.191