Title :
An Improved Lexicographical Sort Algorithm of Copy-move Forgery Detection
Author :
Hu, Jie ; Zhang, Huaxiong ; Gao, Qiang ; Huang, Hai
Author_Institution :
Sch. of Inf. & Electron., Zhejiang Sci-Tech Univ., Hangzhou, China
Abstract :
As a technique for digital image tampering, copy-move forgery is frequently used. In this paper, an improved lexicographical sort algorithm based on discrete cosine transform (DCT) is developed to detect copy-move forgery. Firstly, the image is split into 8*8 blocks, and the image data undergoes a DCT. Then the DCT coefficients were grouped to reduce the dimension according to the frequency property. Finally, the distance of eigenvectors, instead of the DCT coefficients, was taken as the eigenvalue to fulfill the block matching. Experiments results showed that the false matching ratio of the proposed algorithm was reduced while the detecting ability was maintained.
Keywords :
discrete cosine transforms; image watermarking; sorting; DCT coefficients; copy-move forgery detection; digital image tampering; discrete cosine transform; improved lexicographical sort algorithm; Accuracy; Algorithm design and analysis; Discrete cosine transforms; Eigenvalues and eigenfunctions; Forgery; Noise; Watermarking; DCT; copy-move forgery; distance; lexicographical order;
Conference_Titel :
Networking and Distributed Computing (ICNDC), 2011 Second International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4577-0407-9
DOI :
10.1109/ICNDC.2011.12