论文标题
与图形匹配的制作图片检测
Fabricated Pictures Detection with Graph Matching
论文作者
论文摘要
在研究工作中制造实验图片是一种严重的学术不当行为，应该在审查过程中更好地检测到。但是，由于大量提交的意见，检测图片是制造还是重复使用的审稿人，有时对人的眼睛不明显。检测图像之间相似性的工具可能有助于减轻此问题。一些基于本地特征点匹配工作的方法在大多数情况下匹配工作，而这些方法可能会导致由于特征之间全局关系的无知而导致匹配造成的混乱。我们提出了一个框架，以检测具有图形匹配技术的相似或可能制造的图片。提出了一种新的迭代方法，实验表明，这种图形匹配技术比仅基于本地特征的方法更好。
Fabricating experimental pictures in research work is a serious academic misconduct, which should better be detected in the reviewing process. However, due to large number of submissions, the detection whether a picture is fabricated or reused is laborious for reviewers, and sometimes is indistinct with human eyes. A tool for detecting similarity between images may help to alleviate this problem. Some methods based on local feature points matching work for most of the time, while these methods may result in mess of matchings due to ignorance of global relationship between features. We present a framework to detect similar, or perhaps fabricated, pictures with the graph matching techniques. A new iterative method is proposed, and experiments show that such a graph matching technique is better than the methods based only on local features for some cases.
