利用Gabor小波变换和决策树分析瞳孔直径变化和眼球运动的测谎仪

Zuhrah Labibah, Muhammad Nasrun, C. Setianingsih
{"title":"利用Gabor小波变换和决策树分析瞳孔直径变化和眼球运动的测谎仪","authors":"Zuhrah Labibah, Muhammad Nasrun, C. Setianingsih","doi":"10.1109/IOTAIS.2018.8600918","DOIUrl":null,"url":null,"abstract":"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.","PeriodicalId":302621,"journal":{"name":"2018 IEEE International Conference on Internet of Things and Intelligence System (IOTAIS)","volume":"93 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":"{\"title\":\"Lie Detector With The Analysis Of The Change Of Diameter Pupil and The Eye Movement Use Method Gabor Wavelet Transform and Decision Tree\",\"authors\":\"Zuhrah Labibah, Muhammad Nasrun, C. Setianingsih\",\"doi\":\"10.1109/IOTAIS.2018.8600918\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"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.\",\"PeriodicalId\":302621,\"journal\":{\"name\":\"2018 IEEE International Conference on Internet of Things and Intelligence System (IOTAIS)\",\"volume\":\"93 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"7\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 IEEE International Conference on Internet of Things and Intelligence System (IOTAIS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IOTAIS.2018.8600918\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 IEEE International Conference on Internet of Things and Intelligence System (IOTAIS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IOTAIS.2018.8600918","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 7

摘要

谎言对许多被骗的人的欺诈行为是非常有害的。谎言在普通人群中很常见。为了能够揭露谎言,我们可以通过一些肢体来检测,当有人说谎时,这些肢体会无意识地表现出不同的反应。其中,通过我们的眼睛器官可以检测到一个人是否在说谎。在这个最后的任务中讨论的测谎是眼睛,即用眼睛跟踪对象和眼睛瞳孔直径的变化,通过小波变换到Gabor图像处理过程的方法,然后进行分类,以确定答案有人在说谎或不使用决策树。这种测谎仪的存在,有望对需要测谎的人有所帮助。与最终测试结果相符。本研究的准确率分别为97%、94%,查全准确率为95%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Lie Detector With The Analysis Of The Change Of Diameter Pupil and The Eye Movement Use Method Gabor Wavelet Transform and Decision Tree
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.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信