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Home > Archive>Volume 29, Issue 4, 2018 >1002-1016. DOI:10.13328/j.cnki.jos.005413
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Research on Detection Method of Content-Aware Image Resizing
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National Key Research and Development of China (2016YFB 0800404); National Natural Science Foundation of China (61672090, 61332012); Fundamental Research Funds for the Central Universities (2015JBZ002)

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    Abstract:

    In order to deal with the forged image using content-aware resizing, the content-aware resizing detection algorithm based on statistic characteristics of probability map is proposed in this paper. The method uses the probability map to reflect whether the image has been processed by content-aware resizing operation. In addition the proposed integral projection and local statistic characteristics are used to detect the tampered image. Trained by classifier, this method can then identify the content-aware resizing forgery more effectively. The experimental results reveal that the proposed detection algorithm can distinguish between original images and manipulation images with high detection accuracy.

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胡浩慧,倪蓉蓉,赵耀.图像内容感知缩放的检测方法研究.软件学报,2018,29(4):1002-1016

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History
  • Received:April 30,2017
  • Revised:June 26,2017
  • Online: November 29,2017
Links:Institute of Software, CASChina Computer FederationCASNSFC
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