Detection of Image Region Duplication Using Spin Image

Xianhua SONG; Shen WANG; Siuming YIU; Lin JIANG; Xiamu NIU

doi:10.1587/transinf.E96.D.1565

Detection of Image Region Duplication Using Spin Image

Xianhua SONG, Shen WANG, Siuming YIU, Lin JIANG, Xiamu NIU

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Passive-blind image forensics is a technique that judges whether an image is forged in the absence of watermarking. In image forgery, region duplication is a simple and widely used method. In this paper, we proposed a novel method to detect image region duplication using the spin image which is an intensity-based and rotation invariant descriptor. The method can detect region duplication exactly and is robust to geometric transformations. Furthermore, it is superior to the popular SIFT-based detection method when the copied patch is from smooth background. The experiments have proved the method's effectiveness.

Publication: IEICE TRANSACTIONS on Information Vol.E96-D No.7 pp.1565-1568

Publication Date: 2013/07/01

Publicized

Online ISSN: 1745-1361

DOI: 10.1587/transinf.E96.D.1565

Type of Manuscript: LETTER

Category: Image Processing and Video Processing

Authors

Xianhua SONG
  Harbin Institute of Technology,Harbin University of Science and Technology
Shen WANG
  Harbin Institute of Technology
Siuming YIU
  University of Hong Kong
Lin JIANG
  Harbin Institute of Technology Shenzhen Graduate School
Xiamu NIU
  Harbin Institute of Technology

Keyword

image forensics, region duplication, spin image

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Xianhua SONG, Shen WANG, Siuming YIU, Lin JIANG, Xiamu NIU, "Detection of Image Region Duplication Using Spin Image" in IEICE TRANSACTIONS on Information, vol. E96-D, no. 7, pp. 1565-1568, July 2013, doi: 10.1587/transinf.E96.D.1565.
Abstract: Passive-blind image forensics is a technique that judges whether an image is forged in the absence of watermarking. In image forgery, region duplication is a simple and widely used method. In this paper, we proposed a novel method to detect image region duplication using the spin image which is an intensity-based and rotation invariant descriptor. The method can detect region duplication exactly and is robust to geometric transformations. Furthermore, it is superior to the popular SIFT-based detection method when the copied patch is from smooth background. The experiments have proved the method's effectiveness.
URL: https://globals.ieice.org/en_transactions/information/10.1587/transinf.E96.D.1565/_p

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@ARTICLE{e96-d_7_1565,
author={Xianhua SONG, Shen WANG, Siuming YIU, Lin JIANG, Xiamu NIU, },
journal={IEICE TRANSACTIONS on Information},
title={Detection of Image Region Duplication Using Spin Image},
year={2013},
volume={E96-D},
number={7},
pages={1565-1568},
abstract={Passive-blind image forensics is a technique that judges whether an image is forged in the absence of watermarking. In image forgery, region duplication is a simple and widely used method. In this paper, we proposed a novel method to detect image region duplication using the spin image which is an intensity-based and rotation invariant descriptor. The method can detect region duplication exactly and is robust to geometric transformations. Furthermore, it is superior to the popular SIFT-based detection method when the copied patch is from smooth background. The experiments have proved the method's effectiveness.},
keywords={},
doi={10.1587/transinf.E96.D.1565},
ISSN={1745-1361},
month={July},}

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TY - JOUR
TI - Detection of Image Region Duplication Using Spin Image
T2 - IEICE TRANSACTIONS on Information
SP - 1565
EP - 1568
AU - Xianhua SONG
AU - Shen WANG
AU - Siuming YIU
AU - Lin JIANG
AU - Xiamu NIU
PY - 2013
DO - 10.1587/transinf.E96.D.1565
JO - IEICE TRANSACTIONS on Information
SN - 1745-1361
VL - E96-D
IS - 7
JA - IEICE TRANSACTIONS on Information
Y1 - July 2013
AB - Passive-blind image forensics is a technique that judges whether an image is forged in the absence of watermarking. In image forgery, region duplication is a simple and widely used method. In this paper, we proposed a novel method to detect image region duplication using the spin image which is an intensity-based and rotation invariant descriptor. The method can detect region duplication exactly and is robust to geometric transformations. Furthermore, it is superior to the popular SIFT-based detection method when the copied patch is from smooth background. The experiments have proved the method's effectiveness.
ER -