Wahida Handouzi, C. Maaoui, A. Pruski, Abdelhak Moussaoui
{"title":"Short-term anxiety recognition from blood volume pulse signal","authors":"Wahida Handouzi, C. Maaoui, A. Pruski, Abdelhak Moussaoui","doi":"10.1109/SSD.2014.6808747","DOIUrl":null,"url":null,"abstract":"In this paper we focus our attention on the development of a virtual reality exposure system to induce anxiety and a strategy for recognizing it. We describe anxiety detection in short term from blood volume pulse measurement; detailing data collection, features extraction and classification. We built a model of anxiety detection using support vector machines and evaluate it on the collected data. Results show that the choice of relevant features allowed good anxiety recognition.","PeriodicalId":168063,"journal":{"name":"2014 IEEE 11th International Multi-Conference on Systems, Signals & Devices (SSD14)","volume":"74 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"13","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2014 IEEE 11th International Multi-Conference on Systems, Signals & Devices (SSD14)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SSD.2014.6808747","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 13
Abstract
In this paper we focus our attention on the development of a virtual reality exposure system to induce anxiety and a strategy for recognizing it. We describe anxiety detection in short term from blood volume pulse measurement; detailing data collection, features extraction and classification. We built a model of anxiety detection using support vector machines and evaluate it on the collected data. Results show that the choice of relevant features allowed good anxiety recognition.