In many application scenarios digital images play a basic role and often it is important to assess if their content is realistic or has been manipulated to mislead watcher's opinion. Image forensics tools provide answers to similar questions. This paper, in particular, focuses on the problem of detecting if a feigned image has been created by cloning an area of the image onto another zone to make a duplication or to cancel something awkward. The proposed method is based on SIFT features and allows both to understand which are the image points involved in the counterfeit attack and, furthermore, to recover the parameters of the geometric transformation. Experimental results are provided to witness the powerfulness of the proposed technique.

Geometric Tampering Estimation by Means of a SIFT-based Forensic Analysis / Amerini, Irene; Ballan, Lamberto; Caldelli, Roberto; DEL BIMBO, Alberto; Serra, Giuseppe. - (2010), pp. 1702-1705. (Intervento presentato al convegno 2010 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2010 tenutosi a Dallas, TX; United States) [10.1109/ICASSP.2010.5495485].

Geometric Tampering Estimation by Means of a SIFT-based Forensic Analysis

AMERINI, IRENE
;
DEL BIMBO, ALBERTO
;
2010

Abstract

In many application scenarios digital images play a basic role and often it is important to assess if their content is realistic or has been manipulated to mislead watcher's opinion. Image forensics tools provide answers to similar questions. This paper, in particular, focuses on the problem of detecting if a feigned image has been created by cloning an area of the image onto another zone to make a duplication or to cancel something awkward. The proposed method is based on SIFT features and allows both to understand which are the image points involved in the counterfeit attack and, furthermore, to recover the parameters of the geometric transformation. Experimental results are provided to witness the powerfulness of the proposed technique.
2010
2010 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2010
image forensics; Copy-move detection; Authenticity; Geometric transformation; Image forensic;Image tampering; SIFT
04 Pubblicazione in atti di convegno::04b Atto di convegno in volume
Geometric Tampering Estimation by Means of a SIFT-based Forensic Analysis / Amerini, Irene; Ballan, Lamberto; Caldelli, Roberto; DEL BIMBO, Alberto; Serra, Giuseppe. - (2010), pp. 1702-1705. (Intervento presentato al convegno 2010 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2010 tenutosi a Dallas, TX; United States) [10.1109/ICASSP.2010.5495485].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1325007
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