Title :
Efficient content-based copy detection using signs of DCT coefficient
Author :
Arnia, Fitri ; Munadi, Khairul ; Fujiyoshi, Masaaki ; Kiya, Hitoshi
Author_Institution :
Dept. of Electr. Eng., Syiah Kuala Univ., Banda Aceh, Indonesia
Abstract :
In this paper, an efficient content-based copy detection (CBCD) method using the signs of the Discrete Cosine Transform (DCT) coefficient (S-DCT) is proposed. The S-DCTs are extracted from DC images. The proposed method uses a small-size feature, i.e., 48 bits/image, nevertheless, it resulted in neither false-negatives nor false positives. The proposed method can handle common alterations in CBCD application, such as contrast and gamma changing, noise addition, resizing, and a slight shifting. It is confirmed that the efficiency and accuracy of the proposed method are superior to those using the MPEG-7 color layout descriptor, one of the smallest image descriptors.
Keywords :
content-based retrieval; discrete cosine transforms; image retrieval; DCT coefficient signs; MPEG-7 color layout descriptor; content based copy detection; contrast changing; discrete cosine transform; gamma changing; image descriptors; noise addition; slight shifting; Boats; Colored noise; Cross layer design; Data mining; Design engineering; Digital images; Discrete cosine transforms; Histograms; Industrial electronics; MPEG 7 Standard; Copy detection; DC Image; DCT Coefficient Signs;
Conference_Titel :
Industrial Electronics & Applications, 2009. ISIEA 2009. IEEE Symposium on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4244-4681-0
Electronic_ISBN :
978-1-4244-4683-4
DOI :
10.1109/ISIEA.2009.5356423