Hyuckjin Choi, Tomokazu Matsui, Manato Fujimoto, K. Yasumoto
{"title":"Simultaneous Crowd Counting and Localization by WiFi CSI","authors":"Hyuckjin Choi, Tomokazu Matsui, Manato Fujimoto, K. Yasumoto","doi":"10.1145/3427796.3430000","DOIUrl":null,"url":null,"abstract":"Crowd estimation is considered as an attractive technique for indoor energy saving, route guidance, etc. Generally, crowd estimation consists of crowd density estimation and crowd counting. In vision-based approach of crowd estimation, there are several researches addressing both crowd counting and localization. However, most of sensor or radio-based approaches are focusing on crowd counting only. In this study, we assess the potential of simultaneous crowd counting and localization by using WiFi CSI and machine learning.","PeriodicalId":335477,"journal":{"name":"Proceedings of the 22nd International Conference on Distributed Computing and Networking","volume":"16 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-12-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 22nd International Conference on Distributed Computing and Networking","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3427796.3430000","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
Crowd estimation is considered as an attractive technique for indoor energy saving, route guidance, etc. Generally, crowd estimation consists of crowd density estimation and crowd counting. In vision-based approach of crowd estimation, there are several researches addressing both crowd counting and localization. However, most of sensor or radio-based approaches are focusing on crowd counting only. In this study, we assess the potential of simultaneous crowd counting and localization by using WiFi CSI and machine learning.
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