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Multiple image copy detection and evolution visualisation using tree graphs

机译:使用树图进行多图像复制检测和演化可视化

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摘要

Image copy detection is an important problem for several applications such as detecting forgery to enforce copyright protection and intellectual property. One of the important problems following copy detection, however, is the assessment of the type of modifications undergone by an original image to form its copies. In this work, we propose a method for quantifying some of these modifications when multiple copies of the same image are available. We also propose an algorithm to estimate temporal precedence between images (i.e., the order of creation of the copies). Using the estimated relations, a tree graph is then built to visualize the history of evolution of the original image into its copies. Our work is important for ensuring better interpretation of image copies after their detection. It also lays a new ground for enhancing image indexing, dissemination analysis and search on the Web.
机译:图像复制检测对于一些应用程序是一个重要问题,例如检测伪造品以实施版权保护和知识产权。然而,复制检测之后的重要问题之一是评估原始图像形成其副本所进行的修改的类型。在这项工作中,我们提出了一种方法,当有相同图像的多个副本可用时,可以对其中的一些修改进行量化。我们还提出了一种算法,用于估算图像之间的时间优先级(即副本的创建顺序)。然后使用估计的关系构建树形图,以可视化原始图像演变为其副本的历史记录。我们的工作对于确保在检测到图像副本后更好地解释它们至关重要。它还为增强图像索引,传播分析和Web搜索奠定了新的基础。

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