图像剽窃检测

Amirul S. Bin Ibrahin, Othman O. Khalifa, D. E. M. Ahmed
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引用次数: 3

摘要

剽窃是指某人在没有适当引用的情况下,盗用他人的作品、思想、想法等,并声称是自己的作品。抄袭检测是发现作品或文件中抄袭的过程。随着现代技术的进步,人们更容易搜索信息和剽窃他人的作品。尽管基于图像的抄袭检测的努力和想法多年来一直在增加,但目前的系统仍然存在缺陷。本文提出了一种可以覆盖这些缺陷的新系统。它包括预处理、特征提取和对比三个阶段。结果显示,相似度指数和真假程度依次递增。然而,对于未编辑的图像,准确率为100%,并且在其他操作(如翻转、旋转、灰度和裁剪)中有所变化
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Plagiarism Detection of Images
Plagiarism is when someone takes another author’s works, thoughts, ideas, etc. without proper referencing and claim it as his/her own works. Plagiarism detection is the process to find the plagiarism within a work or documents. With the advance of modern technology, it makes it easier for people to search for information and plagiarize the work of others. Although the effort and ideas for an image-based plagiarism detection has been increasing over the years, flaws are still presence in the current systems. This paper proposes a new system that can cover those flaws. It consists three stages: the pre-processing, feature extraction and comparison stage. The results showed in an ascending order of similarity index and true and false. However, the accuracy is 100% in case of unedited images and variated in other operations such as flipped, rotated, greyscales and cropped
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