Bin Guo, Guoliang Zhai, Xiao Wang, Feng Wang, Peng Wei, Ke Sun
{"title":"机场空域管制中目标检测技术的可行性研究","authors":"Bin Guo, Guoliang Zhai, Xiao Wang, Feng Wang, Peng Wei, Ke Sun","doi":"10.1117/12.2653839","DOIUrl":null,"url":null,"abstract":"The rapid development of the civil aviation field has made people pay more attention to aviation safety. This paper discusses the application of target detection technology in airport airspace control. Airport airspace control includes many aspects, and this article focuses on bird strike prevention. For the target detection technology, we selected three target detection technologies, HOG+SVM, RCNN and YOLO for discussion and comparison. Considering the application scenarios and real-time requirements of bird strike prevention, YOLO was finally selected for feasibility experiment. Experiments with YOLO got pretty good results, YOLO can successfully detect flying birds in the airport scene. This proves the feasibility of the application of object detection technology in airport airspace control.","PeriodicalId":253792,"journal":{"name":"Conference on Optics and Communication Technology","volume":"48 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Research on the feasibility of object detection technology in airport airspace control\",\"authors\":\"Bin Guo, Guoliang Zhai, Xiao Wang, Feng Wang, Peng Wei, Ke Sun\",\"doi\":\"10.1117/12.2653839\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The rapid development of the civil aviation field has made people pay more attention to aviation safety. This paper discusses the application of target detection technology in airport airspace control. Airport airspace control includes many aspects, and this article focuses on bird strike prevention. For the target detection technology, we selected three target detection technologies, HOG+SVM, RCNN and YOLO for discussion and comparison. Considering the application scenarios and real-time requirements of bird strike prevention, YOLO was finally selected for feasibility experiment. Experiments with YOLO got pretty good results, YOLO can successfully detect flying birds in the airport scene. This proves the feasibility of the application of object detection technology in airport airspace control.\",\"PeriodicalId\":253792,\"journal\":{\"name\":\"Conference on Optics and Communication Technology\",\"volume\":\"48 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-11-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Conference on Optics and Communication Technology\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1117/12.2653839\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Conference on Optics and Communication Technology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1117/12.2653839","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Research on the feasibility of object detection technology in airport airspace control
The rapid development of the civil aviation field has made people pay more attention to aviation safety. This paper discusses the application of target detection technology in airport airspace control. Airport airspace control includes many aspects, and this article focuses on bird strike prevention. For the target detection technology, we selected three target detection technologies, HOG+SVM, RCNN and YOLO for discussion and comparison. Considering the application scenarios and real-time requirements of bird strike prevention, YOLO was finally selected for feasibility experiment. Experiments with YOLO got pretty good results, YOLO can successfully detect flying birds in the airport scene. This proves the feasibility of the application of object detection technology in airport airspace control.