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Copy move forgery detection with similar but genuine objects

Abstract: 

Copy-Move Forgery Detection (CMFD) is a well-studied
image forensics problem. However, CMFD with Similar but
Genuine Objects (SGO) has received relatively less attention.
Recently, it has been found that current state-of-the-art
CFMD techniques are mostly inadequate in satisfactorily
solving this important problem variant. In this paper, we have
addressed this issue by using Rotated Local Binary Pattern
(RLBP) based rotation-invariant texture features, followed
by Generalized Two Nearest Neighbourhood (g2NN) based
feature matching, hierarchical clustering and geometric transformation
estimation. Experimental results show that our
technique outperforms the state-of-the-art CFMD techniques
for forged images having similar but genuine objects, and
matches the accuracy of state-of-the-art techniques for other
copy-move forgery types. Our method is also robust with
respect to filtering and compression based post-processing.

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Paper Details

Authors:
Aniket Roy, Akhil Konda, Rajat Subhra Chakraborty
Submitted On:
13 September 2017 - 6:14pm
Short Link:
Type:
Poster
Event:
Presenter's Name:
Aniket Roy
Paper Code:
2808
Document Year:
2017
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Document Files

ICIP_Poster.pdf

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[1] Aniket Roy, Akhil Konda, Rajat Subhra Chakraborty, "Copy move forgery detection with similar but genuine objects", IEEE SigPort, 2017. [Online]. Available: http://sigport.org/1982. Accessed: Sep. 19, 2017.
@article{1982-17,
url = {http://sigport.org/1982},
author = {Aniket Roy; Akhil Konda; Rajat Subhra Chakraborty },
publisher = {IEEE SigPort},
title = {Copy move forgery detection with similar but genuine objects},
year = {2017} }
TY - EJOUR
T1 - Copy move forgery detection with similar but genuine objects
AU - Aniket Roy; Akhil Konda; Rajat Subhra Chakraborty
PY - 2017
PB - IEEE SigPort
UR - http://sigport.org/1982
ER -
Aniket Roy, Akhil Konda, Rajat Subhra Chakraborty. (2017). Copy move forgery detection with similar but genuine objects. IEEE SigPort. http://sigport.org/1982
Aniket Roy, Akhil Konda, Rajat Subhra Chakraborty, 2017. Copy move forgery detection with similar but genuine objects. Available at: http://sigport.org/1982.
Aniket Roy, Akhil Konda, Rajat Subhra Chakraborty. (2017). "Copy move forgery detection with similar but genuine objects." Web.
1. Aniket Roy, Akhil Konda, Rajat Subhra Chakraborty. Copy move forgery detection with similar but genuine objects [Internet]. IEEE SigPort; 2017. Available from : http://sigport.org/1982