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Copy-move forgery detection using improved SIFT

机译:使用改进的SIFT进行复制移动伪造检测

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There are various forgeries in digital images without leaving any obvious traces of tampering due to powerful image processing and editing software. Copy-move forgery is a common type of image forgery in which a part of digital image is copied and pasted to another part in the same image with the intent of disguising some details. Based on scale invariant feature transform, a new blind detection method using Haar wavelet and ring descriptor is proposed in this paper. The method proposed not only makes the feature more stable and distinctive but also reduces the detection time dramaticlly. Results of experiment show that the method proposed is not only effective on different forgeries but also robust to post image processing, such as noise, blur, JPEG compression, scaling, rotation, or even compound image processing.
机译:由于功能强大的图像处理和编辑软件,数字图像中存在各种伪造品,而不会留下任何明显的篡改痕迹。复制移动伪造是图像伪造的一种常见类型,其中数字图像的一部分被复制并粘贴到同一图像的另一部分,目的是掩盖一些细节。基于尺度不变特征变换,提出了一种新的基于Haar小波和环描述符的盲检测方法。所提出的方法不仅使特征更加稳定和鲜明,而且大大减少了检测时间。实验结果表明,所提出的方法不仅对不同的伪造品有效,而且对噪声,模糊,JPEG压缩,缩放,旋转甚至复合图像处理等后期图像处理具有鲁棒性。

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