{"title":"基于改进型YOLO的飞机检测方法研究","authors":"Beibei Zhang, Rui Zhang, Zhendong Hua","doi":"10.1109/ISCTIS58954.2023.10213115","DOIUrl":null,"url":null,"abstract":"This thesis presents an aircraft detection method based on the improved You Only Look Once (YOLO) algorithm. The traditional YOLO algorithm is efficient and accurate in target detection, but has some challenges in dealing with small and dense targets. To solve these problems, this paper proposes an aircraft detection method based on an improved YOLO algorithm.","PeriodicalId":334790,"journal":{"name":"2023 3rd International Symposium on Computer Technology and Information Science (ISCTIS)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-07-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Research on aircraft detection method based on improved YOLO\",\"authors\":\"Beibei Zhang, Rui Zhang, Zhendong Hua\",\"doi\":\"10.1109/ISCTIS58954.2023.10213115\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This thesis presents an aircraft detection method based on the improved You Only Look Once (YOLO) algorithm. The traditional YOLO algorithm is efficient and accurate in target detection, but has some challenges in dealing with small and dense targets. To solve these problems, this paper proposes an aircraft detection method based on an improved YOLO algorithm.\",\"PeriodicalId\":334790,\"journal\":{\"name\":\"2023 3rd International Symposium on Computer Technology and Information Science (ISCTIS)\",\"volume\":\"25 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-07-07\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2023 3rd International Symposium on Computer Technology and Information Science (ISCTIS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISCTIS58954.2023.10213115\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 3rd International Symposium on Computer Technology and Information Science (ISCTIS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISCTIS58954.2023.10213115","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
本文提出了一种基于改进的YOLO (You Only Look Once)算法的飞机检测方法。传统的YOLO算法在目标检测方面效率高、精度高,但在处理小而密集的目标时存在一定的挑战。针对这些问题,本文提出了一种基于改进的YOLO算法的飞机检测方法。
Research on aircraft detection method based on improved YOLO
This thesis presents an aircraft detection method based on the improved You Only Look Once (YOLO) algorithm. The traditional YOLO algorithm is efficient and accurate in target detection, but has some challenges in dealing with small and dense targets. To solve these problems, this paper proposes an aircraft detection method based on an improved YOLO algorithm.