A Robust Approach for Crop Misalignment Estimation in Single and Double JPEG Compressed Images

被引:0
|
作者
Puglisi, Giovanni [1 ]
Battiato, Sebastiano [2 ]
机构
[1] Univ Cagliari, Cagliari, Italy
[2] Univ Catania, Catania, Italy
关键词
Multimedia Forensics; Non-aligned Double JPEG Compression; Misalignment Estimation; QUANTIZATION MATRIX ESTIMATION;
D O I
10.1007/978-3-031-51023-6_27
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
In forensics investigation, information about the crop performed after a JPEG compression can be useful exploited to reconstruct the manipulation history of the analyzed images and localize forgeries. Statistics computed from AC histograms, obtained performing an additional JPEG compression with a set of constant quantization matrices, are exploited to design a robust and effective algorithm to retrieve information about the employed crop. Finally, the effectiveness of the proposed solution has been demonstrated through a series of tests conducted considering different patch sizes, quantization matrices, and comparisons with a state-of-the-art solution in single and double JPEG compression scenario.
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页码:318 / 329
页数:12
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