A robust forensic hash component for image alignment

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6978 LNCS, Issue PART 1, 2011, Pages 473-483

  Battiato, Sebastiano ^a   Farinella, Giovanni Maria ^a   Messina, Enrico ^a   Puglisi, Giovanni ^a  

^a UNIVERSITY OF CATANIA   (Italy)

Author keywords

Bag of Visual Word; Forensic hash; Geometric transformations; Image forensics; Image validation and authentication; Tampering

Indexed keywords

BAG-OF-VISUAL-WORDS; FORENSIC HASH; GEOMETRIC TRANSFORMATIONS; IMAGE FORENSICS; TAMPERING;

ALIGNMENT; AUTHENTICATION; GEOMETRY; IMAGE ANALYSIS; MATHEMATICAL TRANSFORMATIONS; SOCIAL SCIENCES COMPUTING;

COMPUTER CRIME; DIGITAL FORENSICS;

EID: 80053040455     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-24085-0_49     Document Type: Conference Paper

References (10)

1. Farid, H.: Digital doctoring: how to tell the real from the fake. Significance 3(4), 162-166 (2006)
2. Battiato, S., Farinella, G.M., Messina, E., Puglisi, G.: Understanding Geometric Manipulations of Images Through BOVW-Based Hashing. In: IEEE International Workshop on Content Protection & Forensics, held in conjunction with the IEEE International Conference on Multimedia & Expo (2011)
3. Lin, Y.-C., Varodayan, D., Girod, B.: Image authentication based on distributed source coding. In: IEEE International Conference on Image Processing, pp. 3-8 (2007)
4. Roy, S., Sun, Q.: Robust hash for detecting and localizing image tampering. In: IEEE International Conference on Image Processing, pp. 117-120 (2007)
5. Lu, W., Varna, A.L., Wu, M.: Forensic hash for multimedia information. In: IS&T-SPIE Electronic Imaging Symposium - Media Forensics and Security (2010)
6. Lu, W.J., Wu, M.: Multimedia forensic hash based on visual words. In: IEEE International Conference on Image Processing, pp. 989-992 (2010)
7. Szeliski, R.: Image alignment and stitching: A tutorial. Foundations and Trends in Computer Graphics and Computer Vision 2(1), 1-104 (2006)
8. Csurka, G., Dance, C.R., Fan, L., Willamowski, J., Bray, C.: Visual categorization with bags of keypoints. In: ECCV International Workshop on Statistical Learning in Computer Vision (2004)
9. Lowe, D.: Distinctive image features from scale-invariant keypoints. International Journal of Computer Vision 60(2), 91-110 (2004)
10. Lazebnik, S., Schmid, C., Ponce, J.: Beyond bags of features: Spatial pyramid matching for recognizing natural scene categories. In: IEEE Conference on Computer Vision and Pattern Recognition, pp. 2169-2178 (2006)