Pedestrian surveillance system based on mobile vehicle
Pedestrian surveillance is one of the most important aspects in the surveillance system.Traditional surveillance equipment can only cover the limit area.Namely,once the surveillance equipment is implemented,it can only monitor a specific region.Besides,the surveillance system can't detect if th...
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| Format: | Article |
| Language: | zho |
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Beijing Xintong Media Co., Ltd
2017-02-01
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| Series: | Dianxin kexue |
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| Online Access: | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2017042/ |
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| author | Huijun XING Shuo CHANG |
| author_facet | Huijun XING Shuo CHANG |
| author_sort | Huijun XING |
| collection | DOAJ |
| description | Pedestrian surveillance is one of the most important aspects in the surveillance system.Traditional surveillance equipment can only cover the limit area.Namely,once the surveillance equipment is implemented,it can only monitor a specific region.Besides,the surveillance system can't detect if there is a person in the surveillance picture or not.The professional staffs are needed to determine whether there is a person in the surveillance picture.To solve this problem,a computer vision based on mobile pedestrian surveillance system was designed.By implementing a surveillance camera on a mobile small vehicle and remotely control it,the system could switch the monitoring area.Besides,the system could classify and locate the pedestrian in the picture with the deep convolutional neural network and correlation filters.Finally,the system was tested on the spot,which verified the feasibility of the system. |
| format | Article |
| id | doaj-art-31076074e785450481ac895852cb1b20 |
| institution | Kabale University |
| issn | 1000-0801 |
| language | zho |
| publishDate | 2017-02-01 |
| publisher | Beijing Xintong Media Co., Ltd |
| record_format | Article |
| series | Dianxin kexue |
| spelling | doaj-art-31076074e785450481ac895852cb1b202025-01-15T03:13:23ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012017-02-013312012759603586Pedestrian surveillance system based on mobile vehicleHuijun XINGShuo CHANGPedestrian surveillance is one of the most important aspects in the surveillance system.Traditional surveillance equipment can only cover the limit area.Namely,once the surveillance equipment is implemented,it can only monitor a specific region.Besides,the surveillance system can't detect if there is a person in the surveillance picture or not.The professional staffs are needed to determine whether there is a person in the surveillance picture.To solve this problem,a computer vision based on mobile pedestrian surveillance system was designed.By implementing a surveillance camera on a mobile small vehicle and remotely control it,the system could switch the monitoring area.Besides,the system could classify and locate the pedestrian in the picture with the deep convolutional neural network and correlation filters.Finally,the system was tested on the spot,which verified the feasibility of the system.http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2017042/computer visionpedestrian surveillancemobile vehicledeep convolutional neural networkcorrelation filter |
| spellingShingle | Huijun XING Shuo CHANG Pedestrian surveillance system based on mobile vehicle Dianxin kexue computer vision pedestrian surveillance mobile vehicle deep convolutional neural network correlation filter |
| title | Pedestrian surveillance system based on mobile vehicle |
| title_full | Pedestrian surveillance system based on mobile vehicle |
| title_fullStr | Pedestrian surveillance system based on mobile vehicle |
| title_full_unstemmed | Pedestrian surveillance system based on mobile vehicle |
| title_short | Pedestrian surveillance system based on mobile vehicle |
| title_sort | pedestrian surveillance system based on mobile vehicle |
| topic | computer vision pedestrian surveillance mobile vehicle deep convolutional neural network correlation filter |
| url | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2017042/ |
| work_keys_str_mv | AT huijunxing pedestriansurveillancesystembasedonmobilevehicle AT shuochang pedestriansurveillancesystembasedonmobilevehicle |