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Vol. 159, Issue 11, November 2013, pp. 19-25

 

Bullet

 

A Detection Algorithm for Image Copy-move Forgery Based on Improved Circular Projection Matching and PCA
 
Yanfen GAN, Jing CANG

Information science and technology department Guangdong University of Foreign Studies South China Business College, Guangzhou, 510545, China
Tel.: +8613751800978
E-mail: 315139752@qq.com

 

Received: 19 August 2013   /Accepted: 25 October 2013   /Published: 30 November 2013

Digital Sensors and Sensor Sysstems

 

Abstract: Because general algorithms seldom detect copy-move forgery with angle rotation and block matching algorithms are very time-consuming, this paper proposes a detection algorithm which is able to detect copy-move forgery with rotation of certain angles by using the direction invariance of the circular projection vector. At the same time, considering the influence of random noise and brightness changes on the circular projection vector, circular projection vector is improved and becomes robust. In order to avoid the time-consuming, this algorithm also constructs a data matrix by using the circular projection vector of each image block to significantly reduce the dimensionality of the data requiring during principal component analysis. Its detection speed is obviously faster than general block matching algorithms. The experimental results show that the improved circular projection matching algorithm is less time consuming, able to resist a certain degree of angle rotation in copy-move operations, and relatively robust to the influence of random noise and illumination.

 

Keywords: Circular projection matching, Rotation invariance, PCA, Image matching, Copy-move forgery.

 

 

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