In Image Forensics, very often, copy-move attack is countered by resorting at instruments based on matching local features descriptors, usually SIFT. On the other side, to overcome such techniques, smart hackers can try firstly to remove keypoints before performing image patch cloning in order to inhibit the successive matching operation. However, keypoint removal determines per se some suspicious empty areas that could indicate that a manipulation has occurred. In this paper, the goal to nullify SIFT matches while preserving keypoints is pursued. The basic idea is to succeed in altering the features descriptor by means of shifting the dominant orientation associated to a specific keypoint. In fact, to provide rotation invariance, all the values of the descriptor are computed according to such orientation. So doing, it should impair the whole matching phase. © 2015 EURASIP.

SIFT match removal and keypoint preservation through dominant orientation shift / Caldelli, R; Amerini, I; Costanzo, A. - (2015), pp. 2062-2066. (Intervento presentato al convegno 23rd European Signal Processing Conference (EUSIPCO) tenutosi a Nice; France) [10.1109/EUSIPCO.2015.7362747].

SIFT match removal and keypoint preservation through dominant orientation shift

Amerini I
;
2015

Abstract

In Image Forensics, very often, copy-move attack is countered by resorting at instruments based on matching local features descriptors, usually SIFT. On the other side, to overcome such techniques, smart hackers can try firstly to remove keypoints before performing image patch cloning in order to inhibit the successive matching operation. However, keypoint removal determines per se some suspicious empty areas that could indicate that a manipulation has occurred. In this paper, the goal to nullify SIFT matches while preserving keypoints is pursued. The basic idea is to succeed in altering the features descriptor by means of shifting the dominant orientation associated to a specific keypoint. In fact, to provide rotation invariance, all the values of the descriptor are computed according to such orientation. So doing, it should impair the whole matching phase. © 2015 EURASIP.
2015
23rd European Signal Processing Conference (EUSIPCO)
copy-move attack; dominant orientation; edges; image forensics; SIFT
04 Pubblicazione in atti di convegno::04b Atto di convegno in volume
SIFT match removal and keypoint preservation through dominant orientation shift / Caldelli, R; Amerini, I; Costanzo, A. - (2015), pp. 2062-2066. (Intervento presentato al convegno 23rd European Signal Processing Conference (EUSIPCO) tenutosi a Nice; France) [10.1109/EUSIPCO.2015.7362747].
File allegati a questo prodotto
File Dimensione Formato  
Caldelli_SIFT_2015.pdf

solo gestori archivio

Tipologia: Versione editoriale (versione pubblicata con il layout dell'editore)
Licenza: Tutti i diritti riservati (All rights reserved)
Dimensione 870.66 kB
Formato Adobe PDF
870.66 kB Adobe PDF   Contatta l'autore

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

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1325005
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 5
  • ???jsp.display-item.citation.isi??? 3
social impact