DocumentCode
1622157
Title
Digital image tampering detection and localization using singular value decomposition technique
Author
Mall, Vinod ; Roy, Anil K. ; Mitra, Sanjit
Author_Institution
Dhirubhai Ambani Inst. of Inf. & Commun. Technol., Gandhinagar, India
fYear
2013
Firstpage
1
Lastpage
4
Abstract
Recent years have witnessed an exponential growth in the use of digital images due to development of high quality digital cameras and multimedia technology. Easy availability of image editing software has made digital image processing very popular. Ready to use software are available on internet which can be easily used to manipulate the images. In such an environment, the integrity of the image can not be taken for granted. Malicious tampering has serious implication for legal documents, copyright issues and forensic cases. Researchers have come forward with large number of methods to detect image tampering. The proposed method is based on hash generation technique using singular value decomposition. Design of an efficient hash vector as proposed will help in detection and localization of image tampering. The proposed method shows that it is robust against content preserving manipulation but extremely sensitive to even very minute structural tampering.
Keywords
cameras; image processing; object detection; singular value decomposition; content preserving manipulation; digital image processing; digital image tampering detection; digital image tampering localization; hash generation technique; hash vector; high quality digital cameras; image editing software; multimedia technology; singular value decomposition technique; Correlation; Digital images; Forensics; Matrix converters; Matrix decomposition; Robustness; Singular value decomposition; Content preserving manipulation; Hash function; Image Tampering; Similarity value; Singular value decomposition; Tampering detection; Tampering localization; Watermaking;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG), 2013 Fourth National Conference on
Conference_Location
Jodhpur
Print_ISBN
978-1-4799-1586-6
Type
conf
DOI
10.1109/NCVPRIPG.2013.6776160
Filename
6776160
Link To Document