{"title":"基于热像仪的非侵入式驾驶员情绪识别","authors":"A. Kolli, A. Fasih, Fadi Al Machot, K. Kyamakya","doi":"10.1109/INDS.2011.6024802","DOIUrl":null,"url":null,"abstract":"Several intrusive and non-intrusive techniques have been proposed in the past to monitor car driver's emotions but very little light was shed on using thermal cameras for such applications. This paper details with one such system that uses a single infrared thermal camera. Such a camera was used to overcome the issues pertaining to usage of single audio/visual sensors. Fusion of the outputs with the audio/visual sensors could provide a better ADAS (Advanced Driver Assistance System). The paper also details face detection techniques in each thermogram prior to emotion recognition.","PeriodicalId":117809,"journal":{"name":"Proceedings of the Joint INDS'11 & ISTET'11","volume":"74 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2011-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"45","resultStr":"{\"title\":\"Non-intrusive car driver's emotion recognition using thermal camera\",\"authors\":\"A. Kolli, A. Fasih, Fadi Al Machot, K. Kyamakya\",\"doi\":\"10.1109/INDS.2011.6024802\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Several intrusive and non-intrusive techniques have been proposed in the past to monitor car driver's emotions but very little light was shed on using thermal cameras for such applications. This paper details with one such system that uses a single infrared thermal camera. Such a camera was used to overcome the issues pertaining to usage of single audio/visual sensors. Fusion of the outputs with the audio/visual sensors could provide a better ADAS (Advanced Driver Assistance System). The paper also details face detection techniques in each thermogram prior to emotion recognition.\",\"PeriodicalId\":117809,\"journal\":{\"name\":\"Proceedings of the Joint INDS'11 & ISTET'11\",\"volume\":\"74 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2011-07-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"45\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the Joint INDS'11 & ISTET'11\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/INDS.2011.6024802\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the Joint INDS'11 & ISTET'11","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/INDS.2011.6024802","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Non-intrusive car driver's emotion recognition using thermal camera
Several intrusive and non-intrusive techniques have been proposed in the past to monitor car driver's emotions but very little light was shed on using thermal cameras for such applications. This paper details with one such system that uses a single infrared thermal camera. Such a camera was used to overcome the issues pertaining to usage of single audio/visual sensors. Fusion of the outputs with the audio/visual sensors could provide a better ADAS (Advanced Driver Assistance System). The paper also details face detection techniques in each thermogram prior to emotion recognition.