{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,12]],"date-time":"2026-05-12T02:01:12Z","timestamp":1778551272965,"version":"3.51.4"},"reference-count":37,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,11,16]],"date-time":"2021-11-16T00:00:00Z","timestamp":1637020800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,11,16]],"date-time":"2021-11-16T00:00:00Z","timestamp":1637020800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,11,16]],"date-time":"2021-11-16T00:00:00Z","timestamp":1637020800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100000038","name":"Natural Sciences and Engineering Research Council of Canada","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100000038","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,11,16]]},"DOI":"10.1109\/avss52988.2021.9663841","type":"proceedings-article","created":{"date-parts":[[2022,1,5]],"date-time":"2022-01-05T20:43:05Z","timestamp":1641415385000},"page":"1-8","source":"Crossref","is-referenced-by-count":74,"title":["Single-Stage UAV Detection and Classification with YOLOV5: Mosaic Data Augmentation and PANet"],"prefix":"10.1109","author":[{"given":"Fardad","family":"Dadboud","sequence":"first","affiliation":[]},{"given":"Vaibhav","family":"Patel","sequence":"additional","affiliation":[]},{"given":"Varun","family":"Mehta","sequence":"additional","affiliation":[]},{"given":"Miodrag","family":"Bolic","sequence":"additional","affiliation":[]},{"given":"Iraj","family":"Mantegh","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref33","article-title":"ultralytics\/yolov5: v5.0 - YOLOV5-P6 1280 models","author":"jocher","year":"2021","journal-title":"AWS Supervise ly and YouTube integrations"},{"key":"ref32","author":"reiser","year":"2017","journal-title":"Drone detection dataset"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR48806.2021.9413241"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ICRA40945.2020.9196947"},{"key":"ref37","author":"wu","year":"2019","journal-title":"Detectron2 A PyTorch-based modular object detection library"},{"key":"ref36","author":"wu","year":"2019","journal-title":"Detectron2"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00913"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW50498.2020.00203"},{"key":"ref10","first-page":"91","article-title":"Faster R-CNN: Towards real-time object detection with region proposal networks","volume":"28","author":"ren","year":"2015","journal-title":"Advances in neural information processing systems"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.322"},{"key":"ref12","first-page":"779","article-title":"You only look once: Unified, real-time object detection","author":"redmon","year":"2016","journal-title":"Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.690"},{"key":"ref14","article-title":"YOLOV3: An incremental improvement","author":"redmon","year":"2018","journal-title":"arXiv preprint arXiv 1804 02767"},{"key":"ref15","article-title":"YOLOV4: Optimal speed and accuracy of object detection","author":"bochkovskiy","year":"2020","journal-title":"arXiv preprint arXiv 2004 10934"},{"key":"ref16","article-title":"roboflow","year":"2020","journal-title":"YOLOv5 New Version - Improvements And Evaluation"},{"key":"ref17","article-title":"Mihir Rajput","year":"2020","journal-title":"YOLOV5 - explained and demystified"},{"key":"ref18","author":"gutta","year":"2021","journal-title":"Object detection algorithm — YOLOv5 architecture"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/APSIPA.2017.8282120"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/LRA.2021.3056059"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/IMCEC51613.2021.9482092"},{"key":"ref27","article-title":"Anti-UAV: A large multi-modal benchmark for UAV tracking","author":"jiang","year":"2021"},{"key":"ref3","article-title":"A survey of modern deep learning based object detection models","author":"abbas zaidi","year":"2021","journal-title":"arXiv preprint arXiv 2104 11892"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2005.177"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7299040"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2001.990517"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2005.239"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2008.4587597"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2021.114602"},{"key":"ref9","first-page":"1440","article-title":"Fast R-CNN","author":"girshick","year":"2015","journal-title":"Proceedings of the IEEE International Conference on Computer Vision"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3065926"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.23919\/ChiCC.2019.8865525"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/AVSS.2019.8909830"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-00557-3_3"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.3390\/s21082824"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.3390\/s20143856"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3009518"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/AVSS.2019.8909876"}],"event":{"name":"2021 17th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)","location":"Washington, DC, USA","start":{"date-parts":[[2021,11,16]]},"end":{"date-parts":[[2021,11,19]]}},"container-title":["2021 17th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9663572\/9663735\/09663841.pdf?arnumber=9663841","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T16:56:51Z","timestamp":1652201811000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9663841\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,11,16]]},"references-count":37,"URL":"https:\/\/doi.org\/10.1109\/avss52988.2021.9663841","relation":{},"subject":[],"published":{"date-parts":[[2021,11,16]]}}}