使用DCT系数的符号进行高效的基于内容的副本检测

F. Arnia, K. Munadi, M. Fujiyoshi, H. Kiya
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引用次数: 16

摘要

本文提出了一种利用离散余弦变换(DCT)系数(S-DCT)符号的基于内容的副本检测(CBCD)方法。从直流图像中提取s - dct。所提出的方法使用小尺寸特征,即48位/图像,然而,它既不导致假阴性也不导致假阳性。该方法可以处理CBCD应用中常见的对比度和伽马值变化、噪声添加、尺寸调整和轻微偏移等变化。实验结果表明,该方法的效率和精度都优于最小图像描述符之一的MPEG-7颜色布局描述符。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Efficient content-based copy detection using signs of DCT coefficient
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.
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