Intelligent temperature detection system based on“5G+AI”
An intelligent temperature measurement solution based on “5G+AI” for the prevention and control of epidemic situation in COVID-19 was presented.Intelligent temperature measurement has a wide range of application scenarios in areas with dense traffic such as airports, railway stations and stations.A...
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| Format: | Article |
| Language: | zho |
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Beijing Xintong Media Co., Ltd
2022-05-01
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| Series: | Dianxin kexue |
| Subjects: | |
| Online Access: | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2022122/ |
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| author | Shan JIANG Guocheng GONG Tengyuan MA Long XIAO |
| author_facet | Shan JIANG Guocheng GONG Tengyuan MA Long XIAO |
| author_sort | Shan JIANG |
| collection | DOAJ |
| description | An intelligent temperature measurement solution based on “5G+AI” for the prevention and control of epidemic situation in COVID-19 was presented.Intelligent temperature measurement has a wide range of application scenarios in areas with dense traffic such as airports, railway stations and stations.A new AI temperature measurement architecture was proposed.The camera and infrared thermometer was used to measure temperature.The preprocessing module included image decoding, color space transformation, image correction and image normalization.Head detection model need to undergo off-line model training.Finally, through the temperature calculation module, the structured information was output.The development process of the model included data collection and annotation, model construction, model training, model optimization and model deployment.A comprehensive intelligent temperature measurement system was constructed, which integrated 5G temperature measurement hardware, OneNET access platform, monitoring application platform and mobile App.Finally, “5G+AI” intelligent temperature measurement products were successfully deployed in many cities and different application scenarios across the country. |
| format | Article |
| id | doaj-art-2be2ba65c7a94b0ba44d7c0198f004b0 |
| institution | Kabale University |
| issn | 1000-0801 |
| language | zho |
| publishDate | 2022-05-01 |
| publisher | Beijing Xintong Media Co., Ltd |
| record_format | Article |
| series | Dianxin kexue |
| spelling | doaj-art-2be2ba65c7a94b0ba44d7c0198f004b02025-01-15T02:59:37ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012022-05-013819420259573982Intelligent temperature detection system based on“5G+AI”Shan JIANGGuocheng GONGTengyuan MALong XIAOAn intelligent temperature measurement solution based on “5G+AI” for the prevention and control of epidemic situation in COVID-19 was presented.Intelligent temperature measurement has a wide range of application scenarios in areas with dense traffic such as airports, railway stations and stations.A new AI temperature measurement architecture was proposed.The camera and infrared thermometer was used to measure temperature.The preprocessing module included image decoding, color space transformation, image correction and image normalization.Head detection model need to undergo off-line model training.Finally, through the temperature calculation module, the structured information was output.The development process of the model included data collection and annotation, model construction, model training, model optimization and model deployment.A comprehensive intelligent temperature measurement system was constructed, which integrated 5G temperature measurement hardware, OneNET access platform, monitoring application platform and mobile App.Finally, “5G+AI” intelligent temperature measurement products were successfully deployed in many cities and different application scenarios across the country.http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2022122/5GAIintelligent temperature detection |
| spellingShingle | Shan JIANG Guocheng GONG Tengyuan MA Long XIAO Intelligent temperature detection system based on“5G+AI” Dianxin kexue 5G AI intelligent temperature detection |
| title | Intelligent temperature detection system based on“5G+AI” |
| title_full | Intelligent temperature detection system based on“5G+AI” |
| title_fullStr | Intelligent temperature detection system based on“5G+AI” |
| title_full_unstemmed | Intelligent temperature detection system based on“5G+AI” |
| title_short | Intelligent temperature detection system based on“5G+AI” |
| title_sort | intelligent temperature detection system based on 5g ai |
| topic | 5G AI intelligent temperature detection |
| url | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2022122/ |
| work_keys_str_mv | AT shanjiang intelligenttemperaturedetectionsystembasedon5gai AT guochenggong intelligenttemperaturedetectionsystembasedon5gai AT tengyuanma intelligenttemperaturedetectionsystembasedon5gai AT longxiao intelligenttemperaturedetectionsystembasedon5gai |