{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T20:22:24Z","timestamp":1740169344410,"version":"3.37.3"},"reference-count":46,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100007129","name":"Natural Science Foundation of Shandong Province in China","doi-asserted-by":"publisher","award":["ZR2019MF056"],"award-info":[{"award-number":["ZR2019MF056"]}],"id":[{"id":"10.13039\/501100007129","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2023]]},"DOI":"10.1109\/access.2023.3287315","type":"journal-article","created":{"date-parts":[[2023,6,19]],"date-time":"2023-06-19T18:12:26Z","timestamp":1687198346000},"page":"61698-61709","source":"Crossref","is-referenced-by-count":4,"title":["Recognition of Front-Vehicle Taillights Based on YOLOv5s"],"prefix":"10.1109","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0009-0002-4584-8518","authenticated-orcid":false,"given":"Huayue","family":"Zhang","sequence":"first","affiliation":[{"name":"Department of Transportation Engineering, College of Transportation, Shandong University of Science and Technology, Qingdao, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3059-0235","authenticated-orcid":false,"given":"Junyou","family":"Zhang","sequence":"additional","affiliation":[{"name":"Department of Transportation Engineering, College of Transportation, Shandong University of Science and Technology, Qingdao, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1169-6790","authenticated-orcid":false,"given":"Shufeng","family":"Wang","sequence":"additional","affiliation":[{"name":"Department of Transportation Engineering, College of Transportation, Shandong University of Science and Technology, Qingdao, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qian","family":"Zhou","sequence":"additional","affiliation":[{"name":"Department of Transportation Engineering, College of Transportation, Shandong University of Science and Technology, Qingdao, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaolei","family":"Li","sequence":"additional","affiliation":[{"name":"Department of Transportation Engineering, College of Transportation, Shandong University of Science and Technology, Qingdao, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.91"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2010.2045375"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.169"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ITSC.2007.4357745"},{"key":"ref15","first-page":"1","article-title":"YOLOv3: An incremental improvement","author":"redmon","year":"2018","journal-title":"Proc IEEE Conf Comput Vis Pattern Recognit (CVPR)"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/CISDA.2012.6291543"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.690"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/AVSS.2012.2"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/iThings-GreenCom-CPSCom-SmartData.2016.84"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/IVS.2016.7535481"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.81"},{"key":"ref33","first-page":"731","article-title":"Vehicle tracking using on-line fusion of color and shape features","author":"she","year":"2004","journal-title":"Proc 7th Int IEEE Conf Intell Transp Syst"},{"key":"ref10","first-page":"91","article-title":"Faster R-CNN: Towards real-time object detection with region proposal networks","author":"ren","year":"2015","journal-title":"Proc IEEE Conf Comput Vis Pattern Recognit (CVPR)"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2015.2477412"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2019.01.023"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/MWC.2019.1800521"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.324"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ISIE.2009.5218254"},{"key":"ref16","first-page":"1","article-title":"YOLOv4: Optimal speed and accuracy of object detection","author":"bochkovskiy","year":"2020","journal-title":"Proc IEEE Conf Comput Vis Pattern Recognit (CVPR)"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-57956-7_22"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICCP.2018.8516631"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ITSC.2019.8916961"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2020.3027421"},{"key":"ref46","first-page":"516","article-title":"UnitBox: An Advanced Object Detection Network","author":"jiahui","year":"2016","journal-title":"Proc 24th ACM Int Conf Multimedia"},{"key":"ref23","first-page":"146","article-title":"Focal and efficient iou loss for accurate bounding box regression","author":"zhang","year":"2021","journal-title":"Proc AAAI Conf Artif Intell"},{"key":"ref45","first-page":"3","article-title":"CBAM: Convolutional block attention module","author":"woo","year":"2018","journal-title":"Proc Eur Conf Comput Vis (ECCV)"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.3390\/app12062804"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2022.3160501"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ITAIC54216.2022.9836670"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2020.113833"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/CCECE.2003.1226124"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/PRAI55851.2022.9904093"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2019.2913372"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01350"},{"key":"ref43","first-page":"12993","article-title":"Distance-IoU loss: Faster and better learning for bounding box regression","author":"zheng","year":"2019","journal-title":"Proc AAAI Conf Artif Intell"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.3390\/electronics11213551"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/s11235-022-00930-1"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2018.2878233"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TCDS.2019.2959071"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref9","first-page":"21","article-title":"SSD: Single shot MultiBox detector","author":"liu","year":"2016","journal-title":"Proc IEEE Conf Comput Vis Pattern Recognit (CVPR)"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2010.5539906"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ITSC.2015.156"},{"key":"ref6","first-page":"1558","article-title":"Learning to tell brake lights with convolutional features","author":"zhong","year":"2016","journal-title":"Proc IEEE 19th Int Conf Intell Transp Syst (ITSC)"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2015.2400420"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/IFOST.2011.6021126"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/10005208\/10155114.pdf?arnumber=10155114","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,7,10]],"date-time":"2023-07-10T19:40:45Z","timestamp":1689018045000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10155114\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"references-count":46,"URL":"https:\/\/doi.org\/10.1109\/access.2023.3287315","relation":{},"ISSN":["2169-3536"],"issn-type":[{"type":"electronic","value":"2169-3536"}],"subject":[],"published":{"date-parts":[[2023]]}}}