{"title":"基于脑电图和肌电图的HCI和BCI新兴场景面部表情识别方法","authors":"D. Jain, A. Rajawat, H. Chouhan, V. P. Pawar","doi":"10.1109/NUICONE.2011.6153234","DOIUrl":null,"url":null,"abstract":"This paper improves the human-computer interaction through recognize and respond properly to their user's emotional state. Expression recognition (ER) is the most important task in human-computer-interaction system. In this research work we present the recognition of face expression using brain-computer-interaction techniques EEG(electroencephalogram) and EMG (electromyography). The expression are extracted by measuring the activity of brain & face during six expressions(joy, sad, fear, anger, disgust, surprise) of through electrodes that is placed on the scalp and face.","PeriodicalId":206392,"journal":{"name":"2011 Nirma University International Conference on Engineering","volume":"691 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2011-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A recognition approach of face expression in emerging scenario of HCI & BCI using electroencephalogram and electromyogram\",\"authors\":\"D. Jain, A. Rajawat, H. Chouhan, V. P. Pawar\",\"doi\":\"10.1109/NUICONE.2011.6153234\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper improves the human-computer interaction through recognize and respond properly to their user's emotional state. Expression recognition (ER) is the most important task in human-computer-interaction system. In this research work we present the recognition of face expression using brain-computer-interaction techniques EEG(electroencephalogram) and EMG (electromyography). The expression are extracted by measuring the activity of brain & face during six expressions(joy, sad, fear, anger, disgust, surprise) of through electrodes that is placed on the scalp and face.\",\"PeriodicalId\":206392,\"journal\":{\"name\":\"2011 Nirma University International Conference on Engineering\",\"volume\":\"691 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2011-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2011 Nirma University International Conference on Engineering\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/NUICONE.2011.6153234\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2011 Nirma University International Conference on Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/NUICONE.2011.6153234","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A recognition approach of face expression in emerging scenario of HCI & BCI using electroencephalogram and electromyogram
This paper improves the human-computer interaction through recognize and respond properly to their user's emotional state. Expression recognition (ER) is the most important task in human-computer-interaction system. In this research work we present the recognition of face expression using brain-computer-interaction techniques EEG(electroencephalogram) and EMG (electromyography). The expression are extracted by measuring the activity of brain & face during six expressions(joy, sad, fear, anger, disgust, surprise) of through electrodes that is placed on the scalp and face.