System and application of video surrveillance based on edge computing
With the popularization of video surveillance systems and the diversification of their applications,traditional data processing methods using cloud computing to handle all the computations are more and more unsustainable.Edge computing pre-processes video data nearby,and performs well in terms of ba...
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| Format: | Article |
| Language: | zho |
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Beijing Xintong Media Co., Ltd
2020-06-01
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| Series: | Dianxin kexue |
| Subjects: | |
| Online Access: | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2020177/ |
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| _version_ | 1841530660522557440 |
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| author | Sanming PAN Mingqiang YUAN |
| author_facet | Sanming PAN Mingqiang YUAN |
| author_sort | Sanming PAN |
| collection | DOAJ |
| description | With the popularization of video surveillance systems and the diversification of their applications,traditional data processing methods using cloud computing to handle all the computations are more and more unsustainable.Edge computing pre-processes video data nearby,and performs well in terms of bandwidth,storage,and latency,but edge-cloud collaboration is still required to improve overall performance.The architecture of edge-cloud collaborative video surveillance system was proposed,then an open edge node design scheme and algorithm training and inferencing ideas were proposed.Finally,taking forest fire prevention and smart poles ＆amp; towers as examples,the application realization and value of edge computing in video surveillance services were illustrated. |
| format | Article |
| id | doaj-art-426542e49a5946a19ff801f78d6e8aa9 |
| institution | Kabale University |
| issn | 1000-0801 |
| language | zho |
| publishDate | 2020-06-01 |
| publisher | Beijing Xintong Media Co., Ltd |
| record_format | Article |
| series | Dianxin kexue |
| spelling | doaj-art-426542e49a5946a19ff801f78d6e8aa92025-01-15T03:00:33ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012020-06-0136646959582622System and application of video surrveillance based on edge computingSanming PANMingqiang YUANWith the popularization of video surveillance systems and the diversification of their applications,traditional data processing methods using cloud computing to handle all the computations are more and more unsustainable.Edge computing pre-processes video data nearby,and performs well in terms of bandwidth,storage,and latency,but edge-cloud collaboration is still required to improve overall performance.The architecture of edge-cloud collaborative video surveillance system was proposed,then an open edge node design scheme and algorithm training and inferencing ideas were proposed.Finally,taking forest fire prevention and smart poles ＆amp; towers as examples,the application realization and value of edge computing in video surveillance services were illustrated.http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2020177/edge computingvideo surrveillanceedge-cloud collaborationedge node |
| spellingShingle | Sanming PAN Mingqiang YUAN System and application of video surrveillance based on edge computing Dianxin kexue edge computing video surrveillance edge-cloud collaboration edge node |
| title | System and application of video surrveillance based on edge computing |
| title_full | System and application of video surrveillance based on edge computing |
| title_fullStr | System and application of video surrveillance based on edge computing |
| title_full_unstemmed | System and application of video surrveillance based on edge computing |
| title_short | System and application of video surrveillance based on edge computing |
| title_sort | system and application of video surrveillance based on edge computing |
| topic | edge computing video surrveillance edge-cloud collaboration edge node |
| url | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2020177/ |
| work_keys_str_mv | AT sanmingpan systemandapplicationofvideosurrveillancebasedonedgecomputing AT mingqiangyuan systemandapplicationofvideosurrveillancebasedonedgecomputing |