Image Forensics offers numerous solutions for authenticating the contents of digital images. Unfortunately most of these technologies are ready to work only in controlled environments and their performance heavily drop when applied in real world scenario (e.g, social network, low resolution images, ...) where the images have gone through a chain of unknown processes. In this paper we present a method for forgery detection based on perspective constraints; similar techniques have been proposed in the past but they are effective only when the image is captured with no tilt and no roll thus been unusable in most natural scenes. Here, this solution is extended to include these cases, and we show its applicability even when the image is exchanged through a social network (specifically Facebook and Twitter) where the image is subjected to heavy compression and resizing.

Image splicing detection based on general perspective constraints / Iuliani, Massimo; Fabbri, Giovanni; Piva, Alessandro. - ELETTRONICO. - (2015), pp. 1-6. (Intervento presentato al convegno 2015 IEEE International Workshop on Information Forensics and Security tenutosi a Rome nel 16-19 Nov. 2015) [10.1109/WIFS.2015.7368598].

Image splicing detection based on general perspective constraints

IULIANI, MASSIMO;PIVA, ALESSANDRO
2015

Abstract

Image Forensics offers numerous solutions for authenticating the contents of digital images. Unfortunately most of these technologies are ready to work only in controlled environments and their performance heavily drop when applied in real world scenario (e.g, social network, low resolution images, ...) where the images have gone through a chain of unknown processes. In this paper we present a method for forgery detection based on perspective constraints; similar techniques have been proposed in the past but they are effective only when the image is captured with no tilt and no roll thus been unusable in most natural scenes. Here, this solution is extended to include these cases, and we show its applicability even when the image is exchanged through a social network (specifically Facebook and Twitter) where the image is subjected to heavy compression and resizing.
2015
Proceedings of IEEE International Workshop on Information Forensics and Security (WIFS), 2015
2015 IEEE International Workshop on Information Forensics and Security
Rome
16-19 Nov. 2015
Iuliani, Massimo; Fabbri, Giovanni; Piva, Alessandro
File in questo prodotto:
File Dimensione Formato  
Image Splicing Detection Based On General Perspective Constraints.pdf

Accesso chiuso

Tipologia: Pdf editoriale (Version of record)
Licenza: Tutti i diritti riservati
Dimensione 1.87 MB
Formato Adobe PDF
1.87 MB Adobe PDF   Richiedi una copia

I documenti in FLORE sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificatore per citare o creare un link a questa risorsa: https://hdl.handle.net/2158/1043282
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 21
  • ???jsp.display-item.citation.isi??? 3
social impact