{"title":"在树莓派上设计和开发一个人脸识别模块,用于访问学校中心","authors":"Rodolfo Omar Domínguez García, Miriam González Dueñas, Omar Zatarain Duran, Yehoshua Aguilar Molina","doi":"10.1109/CIMPS54606.2021.9652727","DOIUrl":null,"url":null,"abstract":"Face recognition (RF) is a technology that is replacing other biometric technologies, such as fingerprint, iris recognition, among others, since RF is less invasive, easy to process, in addition, combined with IoT technologies, it can be applied in monitoring of students. This article deals with the design and implementation of an RF system to record the entry and exit of students from CETIS63 in Ameca, Jalisco. The system is implemented on a raspberry Pi 4 and its Pi camera, the system is developed on OpenCV and python. The system exploits the methods of Haar Cascade and LDA obtaining results in the recognition of the registered faces at the system.","PeriodicalId":243734,"journal":{"name":"2021 10th International Conference On Software Process Improvement (CIMPS)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Design and development of a face recognition module on a Raspberry Pi for access to school centers\",\"authors\":\"Rodolfo Omar Domínguez García, Miriam González Dueñas, Omar Zatarain Duran, Yehoshua Aguilar Molina\",\"doi\":\"10.1109/CIMPS54606.2021.9652727\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Face recognition (RF) is a technology that is replacing other biometric technologies, such as fingerprint, iris recognition, among others, since RF is less invasive, easy to process, in addition, combined with IoT technologies, it can be applied in monitoring of students. This article deals with the design and implementation of an RF system to record the entry and exit of students from CETIS63 in Ameca, Jalisco. The system is implemented on a raspberry Pi 4 and its Pi camera, the system is developed on OpenCV and python. The system exploits the methods of Haar Cascade and LDA obtaining results in the recognition of the registered faces at the system.\",\"PeriodicalId\":243734,\"journal\":{\"name\":\"2021 10th International Conference On Software Process Improvement (CIMPS)\",\"volume\":\"14 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-10-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 10th International Conference On Software Process Improvement (CIMPS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CIMPS54606.2021.9652727\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 10th International Conference On Software Process Improvement (CIMPS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CIMPS54606.2021.9652727","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Design and development of a face recognition module on a Raspberry Pi for access to school centers
Face recognition (RF) is a technology that is replacing other biometric technologies, such as fingerprint, iris recognition, among others, since RF is less invasive, easy to process, in addition, combined with IoT technologies, it can be applied in monitoring of students. This article deals with the design and implementation of an RF system to record the entry and exit of students from CETIS63 in Ameca, Jalisco. The system is implemented on a raspberry Pi 4 and its Pi camera, the system is developed on OpenCV and python. The system exploits the methods of Haar Cascade and LDA obtaining results in the recognition of the registered faces at the system.