Application of image detection techniques in telecom operation and maintenance system
With the development of telecom industry,growing web service operations need more people to maintain the quality of the service.In the branch of telecom operation service,installation and maintenance service,the service quality is evaluated by human through assessing picture of construction site.The...
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| Format: | Article |
| Language: | zho |
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Beijing Xintong Media Co., Ltd
2019-04-01
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| Series: | Dianxin kexue |
| Subjects: | |
| Online Access: | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2019086/ |
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| _version_ | 1841530537699704832 |
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| author | Bo FAN Yun QIU Lei SHEN |
| author_facet | Bo FAN Yun QIU Lei SHEN |
| author_sort | Bo FAN |
| collection | DOAJ |
| description | With the development of telecom industry,growing web service operations need more people to maintain the quality of the service.In the branch of telecom operation service,installation and maintenance service,the service quality is evaluated by human through assessing picture of construction site.The traditional way of evaluating quality of operation service brings low accuracy and high labor cost.In recent years,image recognition technology developed well with the deep learning raised,the related application field were broaden.If image recognition techniques were applied in telecom operation and maintenance system,the labor cost would be saved and the recognition accuracy would be improved.Several image recognition techniques were applied in installation quality assessment of telecom operation and maintenance system,and the performance and accuracy were analyzed.Based on analysis,a combining image recognition model was further proposed.The image recognition accuracy and efficiency of quality assessment was improved. |
| format | Article |
| id | doaj-art-a723fbb875734e1c9a6607ae5b0457b2 |
| institution | Kabale University |
| issn | 1000-0801 |
| language | zho |
| publishDate | 2019-04-01 |
| publisher | Beijing Xintong Media Co., Ltd |
| record_format | Article |
| series | Dianxin kexue |
| spelling | doaj-art-a723fbb875734e1c9a6607ae5b0457b22025-01-15T03:03:06ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012019-04-013514615259590419Application of image detection techniques in telecom operation and maintenance systemBo FANYun QIULei SHENWith the development of telecom industry,growing web service operations need more people to maintain the quality of the service.In the branch of telecom operation service,installation and maintenance service,the service quality is evaluated by human through assessing picture of construction site.The traditional way of evaluating quality of operation service brings low accuracy and high labor cost.In recent years,image recognition technology developed well with the deep learning raised,the related application field were broaden.If image recognition techniques were applied in telecom operation and maintenance system,the labor cost would be saved and the recognition accuracy would be improved.Several image recognition techniques were applied in installation quality assessment of telecom operation and maintenance system,and the performance and accuracy were analyzed.Based on analysis,a combining image recognition model was further proposed.The image recognition accuracy and efficiency of quality assessment was improved.http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2019086/AIquality assessment of telecom operation and maintenanceimage recognitioncombining model |
| spellingShingle | Bo FAN Yun QIU Lei SHEN Application of image detection techniques in telecom operation and maintenance system Dianxin kexue AI quality assessment of telecom operation and maintenance image recognition combining model |
| title | Application of image detection techniques in telecom operation and maintenance system |
| title_full | Application of image detection techniques in telecom operation and maintenance system |
| title_fullStr | Application of image detection techniques in telecom operation and maintenance system |
| title_full_unstemmed | Application of image detection techniques in telecom operation and maintenance system |
| title_short | Application of image detection techniques in telecom operation and maintenance system |
| title_sort | application of image detection techniques in telecom operation and maintenance system |
| topic | AI quality assessment of telecom operation and maintenance image recognition combining model |
| url | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2019086/ |
| work_keys_str_mv | AT bofan applicationofimagedetectiontechniquesintelecomoperationandmaintenancesystem AT yunqiu applicationofimagedetectiontechniquesintelecomoperationandmaintenancesystem AT leishen applicationofimagedetectiontechniquesintelecomoperationandmaintenancesystem |