{"title":"HomeID:使用物联网和深度学习算法的家庭访客识别","authors":"K. Guravaiah, Gorinka Rithika, S. Raju","doi":"10.1109/ICITIIT54346.2022.9744223","DOIUrl":null,"url":null,"abstract":"Nowadays, it is essential to secure your house from unauthenticated persons or thieves. To secure the home, different kind of approaches are considered by researchers. In this paper, securing the house with the help of Internet of Things and image processing techniques. The Proposed system implemented with the help of deep learning algorithms such as MTCNN (Multi-task cascaded convolutional neural network) for face detection and facenet for face recognition. These algorithms will check whenever any person is visiting a house, capture the images of visitors and process those images compared with database images and inform to owner of the house. Then owner can have a eye on those people as well as alert their family members about this.","PeriodicalId":184353,"journal":{"name":"2022 International Conference on Innovative Trends in Information Technology (ICITIIT)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"HomeID: Home Visitors Recognition using Internet of Things and Deep Learning Algorithms\",\"authors\":\"K. Guravaiah, Gorinka Rithika, S. Raju\",\"doi\":\"10.1109/ICITIIT54346.2022.9744223\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Nowadays, it is essential to secure your house from unauthenticated persons or thieves. To secure the home, different kind of approaches are considered by researchers. In this paper, securing the house with the help of Internet of Things and image processing techniques. The Proposed system implemented with the help of deep learning algorithms such as MTCNN (Multi-task cascaded convolutional neural network) for face detection and facenet for face recognition. These algorithms will check whenever any person is visiting a house, capture the images of visitors and process those images compared with database images and inform to owner of the house. Then owner can have a eye on those people as well as alert their family members about this.\",\"PeriodicalId\":184353,\"journal\":{\"name\":\"2022 International Conference on Innovative Trends in Information Technology (ICITIIT)\",\"volume\":\"13 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-02-12\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 International Conference on Innovative Trends in Information Technology (ICITIIT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICITIIT54346.2022.9744223\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 International Conference on Innovative Trends in Information Technology (ICITIIT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICITIIT54346.2022.9744223","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
HomeID: Home Visitors Recognition using Internet of Things and Deep Learning Algorithms
Nowadays, it is essential to secure your house from unauthenticated persons or thieves. To secure the home, different kind of approaches are considered by researchers. In this paper, securing the house with the help of Internet of Things and image processing techniques. The Proposed system implemented with the help of deep learning algorithms such as MTCNN (Multi-task cascaded convolutional neural network) for face detection and facenet for face recognition. These algorithms will check whenever any person is visiting a house, capture the images of visitors and process those images compared with database images and inform to owner of the house. Then owner can have a eye on those people as well as alert their family members about this.