DocumentCode :
605888
Title :
A forensic method for detecting image forgery
Author :
Devi Mahalakshmi, S. ; Vijayalakshmi, K. ; Agnes, E.
Author_Institution :
Mepco Schlenk Eng. Coll., Dept. of Comput. Sci. & Eng., Anna Univ., Chennai, India
fYear :
2013
fDate :
25-26 March 2013
Firstpage :
590
Lastpage :
594
Abstract :
An Extensive growth in software technologies available on Internet results in tampering of images. The main problem in the real world is to determine whether an image is real or forged. In this paper we propose a new method that makes use of the codebook which is generated from the set of image features to determine the geometric manipulations that are occurred in the received image. In the proposed method, an image hash based on bag of visual words attached as signature to the image before transmission. At the destination the forensic hash is compared to detect the geometric manipulations that are applied to the received image. The spatial distribution of image features is encoded to deal with highly textured and contrasted tampering patterns. The proposed method detects all types of tampering.
Keywords :
cryptography; digital signatures; image forensics; image texture; Internet; bag of visual words; codebook; contrasted tampering patterns; forensic hash method; geometric manipulations; image features; image forgery detection; image hash; image tampering; received image; signature; software technologies; spatial distribution; Feature extraction; Forensics; Forgery; Receivers; Robustness; Training; Visualization; Bag of Words; Code book; Forensic Hash; Geometric manipulations; Image tampering;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Emerging Trends in Computing, Communication and Nanotechnology (ICE-CCN), 2013 International Conference on
Conference_Location :
Tirunelveli
Print_ISBN :
978-1-4673-5037-2
Type :
conf
DOI :
10.1109/ICE-CCN.2013.6528568
Filename :
6528568
Link To Document :
بازگشت