Title :
JPEG image tampering detection using blocking artifacts
Author :
Tralic, Dijana ; Petrovic, Juraj ; Grgic, Sonja
Author_Institution :
Fac. of Electr. Eng. & Comput, Univ. of Zagreb, Zagreb, Croatia
Abstract :
Image forgery is nowadays widely used as digital images are easy to manipulate due to high availability of powerful image processing tools. It is possible to add or remove objects from an image without leaving any visible traces of tampering. This paper describes a method for detection of copy-paste manipulation on JPEG digital images. It is a type of image forgery in which a part of the image is copied to another location in the image with the intent to cover or add an important image object. The detection method was implemented through extracting and analyzing blocking artifact grids (BAGs), introduced by block processing during JPEG compression. Analysis was based on fact that BAGs usually mismatch after performing copy-paste operations. Proposed method was demonstrated on two doctored images.
Keywords :
image coding; security of data; JPEG compression; JPEG digital image; JPEG image tampering detection; block processing; blocking artifact grids; blocking artifacts; copy-paste manipulation; doctored image; image forgery; image processing tool; Conferences; Discrete cosine transforms; Forgery; Image processing; Medical services; Quantization; Transform coding; JPEG images; blocking artifacts; copy-paste forgery; doctored images; image tampering;
Conference_Titel :
Systems, Signals and Image Processing (IWSSIP), 2012 19th International Conference on
Conference_Location :
Vienna
Print_ISBN :
978-1-4577-2191-5