{"title":"基于迁移学习的深度神经网络面部表情识别与推荐","authors":"Narayana Darapaneni, Rahul Choubey, Pratik Salvi, Ankur Pathak, Sajal Suryavanshi, A. Paduri","doi":"10.1109/UEMCON51285.2020.9298082","DOIUrl":null,"url":null,"abstract":"This study is an attempt to understand and address the mental health issue, of working professionals through facial expression recognition. As a society, we are all currently talking about ways as to how a person who is suffering from any emotional issue can adopt certain ways to come out of a specific circumstance and how we as a society can support such people in these situations.Our endeavor is to work on a way where the identification of such persons who are going through a difficult phase in their life can be performed. It is not always evident that a person going through a tough phase may open up about their feelings to people around them and hence making use of AI/ML to identify a person’s emotion through their facial expressions captured over a span of time thereby recommending them some activities, thoughts which can help them in getting over their emotions when they are sad, fearful or else will address the problem to some extent.","PeriodicalId":433609,"journal":{"name":"2020 11th IEEE Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"Facial Expression Recognition and Recommendations Using Deep Neural Network with Transfer Learning\",\"authors\":\"Narayana Darapaneni, Rahul Choubey, Pratik Salvi, Ankur Pathak, Sajal Suryavanshi, A. Paduri\",\"doi\":\"10.1109/UEMCON51285.2020.9298082\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This study is an attempt to understand and address the mental health issue, of working professionals through facial expression recognition. As a society, we are all currently talking about ways as to how a person who is suffering from any emotional issue can adopt certain ways to come out of a specific circumstance and how we as a society can support such people in these situations.Our endeavor is to work on a way where the identification of such persons who are going through a difficult phase in their life can be performed. It is not always evident that a person going through a tough phase may open up about their feelings to people around them and hence making use of AI/ML to identify a person’s emotion through their facial expressions captured over a span of time thereby recommending them some activities, thoughts which can help them in getting over their emotions when they are sad, fearful or else will address the problem to some extent.\",\"PeriodicalId\":433609,\"journal\":{\"name\":\"2020 11th IEEE Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON)\",\"volume\":\"35 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-10-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2020 11th IEEE Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/UEMCON51285.2020.9298082\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 11th IEEE Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/UEMCON51285.2020.9298082","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Facial Expression Recognition and Recommendations Using Deep Neural Network with Transfer Learning
This study is an attempt to understand and address the mental health issue, of working professionals through facial expression recognition. As a society, we are all currently talking about ways as to how a person who is suffering from any emotional issue can adopt certain ways to come out of a specific circumstance and how we as a society can support such people in these situations.Our endeavor is to work on a way where the identification of such persons who are going through a difficult phase in their life can be performed. It is not always evident that a person going through a tough phase may open up about their feelings to people around them and hence making use of AI/ML to identify a person’s emotion through their facial expressions captured over a span of time thereby recommending them some activities, thoughts which can help them in getting over their emotions when they are sad, fearful or else will address the problem to some extent.