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Lie Detector With The Analysis Of The Change Of Diameter Pupil and The Eye Movement Use Method Gabor Wavelet Transform and Decision Tree

机译:测谎仪与直径瞳孔变化分析及眼球运动使用方法Gabor小波变换和决策树

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The lie is very detrimental to the fraudulent acts of many people who were cheated. The lies are common in the general population. To be able to reveal a lie we can detect through some limbs that unconsciously will show a different reaction when someone is lying. Among them, through organs of our eyes can detect someone is lying or not.Lie detection discussed in this final Task is the eyes, namely with the object of eye tracking and eye pupil diameter changes by using method of Wavelet Transform to Gabor Image Processing process and afterwards perform the classification to determine the answer someone is lying or not by using a Decision Tree. The existence of this lie detector, is expected to be helpful for people who need to detect lies. With the final test results are accurate. This research has the precision value of 97%, 94%, and recall accuracy 95% of testing has been done.
机译:该谎言对许多被骗的人的欺诈行为非常有害。谎言在普通民众中很普遍。为了能够显示谎言,我们可以通过某些肢体检测到,当某人说谎时,它们会无意识地显示出不同的反应。其中,通过我们的眼睛器官可以检测到有人在撒谎与否。在本最终任务中讨论的谎言检测是眼睛,即使用小波变换到Gabor图像处理方法对眼睛进行跟踪并改变瞳孔直径。然后使用决策树进行分类以确定某人在撒谎或不在撒谎中的答案。这种测谎仪的存在有望对需要测谎的人有所帮助。用最终测试结果是准确的。这项研究的准确度值为97%,94%,召回准确度为95%。

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