{"title":"A PSO Based Image Disguise Method","authors":"Shen Wang, X. Niu","doi":"10.1109/IBICA.2011.36","DOIUrl":null,"url":null,"abstract":"When the tampered JPEG image is saved, it was re-compressed. After double compression, the amounts of some DCT coefficient values decrease greatly. The pattern can be easily detected by statistics methods. To defend this forensic method, we established a model to evaluate the security and image quality influenced by the re-compression. Base on the model, an optimized adjustment of the DCT coefficients is achieved by PSO (Particle Swarm Optimization). Results show that the traces of double compression are removed but well preserving the image quality.","PeriodicalId":158080,"journal":{"name":"2011 Second International Conference on Innovations in Bio-inspired Computing and Applications","volume":"118 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2011-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2011 Second International Conference on Innovations in Bio-inspired Computing and Applications","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IBICA.2011.36","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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Abstract

When the tampered JPEG image is saved, it was re-compressed. After double compression, the amounts of some DCT coefficient values decrease greatly. The pattern can be easily detected by statistics methods. To defend this forensic method, we established a model to evaluate the security and image quality influenced by the re-compression. Base on the model, an optimized adjustment of the DCT coefficients is achieved by PSO (Particle Swarm Optimization). Results show that the traces of double compression are removed but well preserving the image quality.
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一种基于粒子群算法的图像伪装方法
当篡改的JPEG图像被保存时,它被重新压缩。经二次压缩后,部分DCT系数值的量明显减小。这种模式可以很容易地通过统计方法检测出来。为了验证这种取证方法,我们建立了一个模型来评估再压缩对安全性和图像质量的影响。在此基础上,利用粒子群算法实现了DCT系数的优化调整。结果表明,该算法在去除双重压缩痕迹的同时,很好地保留了图像质量。
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