{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,5]],"date-time":"2025-12-05T12:31:07Z","timestamp":1764937867158,"version":"3.41.0"},"reference-count":62,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"7","license":[{"start":{"date-parts":[[2025,7,1]],"date-time":"2025-07-01T00:00:00Z","timestamp":1751328000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,7,1]],"date-time":"2025-07-01T00:00:00Z","timestamp":1751328000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,7,1]],"date-time":"2025-07-01T00:00:00Z","timestamp":1751328000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"NSFC","doi-asserted-by":"publisher","award":["U21A20446"],"award-info":[{"award-number":["U21A20446"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Intell. Transport. Syst."],"published-print":{"date-parts":[[2025,7]]},"DOI":"10.1109\/tits.2025.3545942","type":"journal-article","created":{"date-parts":[[2025,3,10]],"date-time":"2025-03-10T17:45:13Z","timestamp":1741628713000},"page":"10092-10104","source":"Crossref","is-referenced-by-count":1,"title":["SRS-YOLO: Improved YOLOv8-Based Smart Road Stud Detection"],"prefix":"10.1109","volume":"26","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3598-4949","authenticated-orcid":false,"given":"Guoqiang","family":"Mao","sequence":"first","affiliation":[{"name":"School of Transportation, Southeast University, Nanjing, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-6628-4600","authenticated-orcid":false,"given":"Keyin","family":"Wang","sequence":"additional","affiliation":[{"name":"Research Institute of Smart Transportation and the School of Telecommunications Engineering, Xidian University, Xi&#x2019;an, China"}]},{"given":"Haoyuan","family":"Du","sequence":"additional","affiliation":[{"name":"Research Institute of Smart Transportation and the School of Telecommunications Engineering, Xidian University, Xi&#x2019;an, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4027-1756","authenticated-orcid":false,"given":"Baoqi","family":"Huang","sequence":"additional","affiliation":[{"name":"Engineering Research Center of Ecological Big Data, Ministry of Education, and Inner Mongolia Key Laboratory of Wireless Networking and Mobile Computing, College of Computer Science, Inner Mongolia University, Hohhot, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0495-324X","authenticated-orcid":false,"given":"Xiaojiang","family":"Ren","sequence":"additional","affiliation":[{"name":"Research Institute of Smart Transportation and the School of Telecommunications Engineering, Xidian University, Xi&#x2019;an, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-2933-0082","authenticated-orcid":false,"given":"Tianxuan","family":"Fu","sequence":"additional","affiliation":[{"name":"Research Institute of Smart Transportation and the School of Telecommunications Engineering, Xidian University, Xi&#x2019;an, China"}]},{"given":"Zhaozhong","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Information Engineering, Nanchang Hangkong University, Nanchang, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.trf.2024.04.024"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.trpro.2023.11.100"},{"volume-title":"The influence of active road studs on safe driving behaviour","year":"2024","author":"Llewellyn","key":"ref3"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1177\/1477153516660146"},{"volume-title":"Driver behaviour in response to actively illuminated road studs: A simulator study","year":"2006","author":"Reed","key":"ref5"},{"issue":"12","key":"ref6","article-title":"Leading lights","volume":"5","author":"Mole","year":"2002","journal-title":"Traffic Technol. Int. Annu. Rev."},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/MITS.2021.3115126"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2023.3257837"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/GLOBECOM54140.2023.10437955"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1155\/2022\/8830276"},{"issue":"1","key":"ref11","first-page":"41","article-title":"Vehicle detection methods for intelligent road stud application: A review","volume":"7","author":"Vikram","year":"2015","journal-title":"Int. J. Electr. Electron. Eng."},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2023.3317372"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.trc.2018.02.012"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.dsp.2022.103514"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2024.3363057"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2023.3290594"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2021.3082759"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2023.3238524"},{"issue":"2","key":"ref19","first-page":"1","article-title":"Imagenet classification with deep convolutional neural networks","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"25","author":"Krizhevsky"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.81"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.169"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.91"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46448-0_2"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2023.3235830"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2577031"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.322"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.690"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1804.02767"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00721"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72751-1_1"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.01599"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2024.3379090"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRD.2023.3328178"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2023.3329235"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2021.3126456"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2019.2913372"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01350"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01234-2_1"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP49357.2023.10096516"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3204683"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2023.3327285"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2023.3312753"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2022.3219468"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2022.3220219"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1145\/2964284.2967274"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00075"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1911.08287"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2022.07.042"},{"key":"ref49","first-page":"1","article-title":"Alpha-IoU: A family of power intersection over union losses for bounding box regression","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"34","author":"He"},{"key":"ref50","article-title":"Wise-IoU: Bounding box regression loss with dynamic focusing mechanism","author":"Tong","year":"2023","journal-title":"arXiv:2301.1005"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2023.3241078"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2024.3379397"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2023.3347034"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2022.3150584"},{"key":"ref55","article-title":"A normalized Gaussian Wasserstein distance for tiny object detection","author":"Wang","year":"2021","journal-title":"arXiv:2110.13389"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/EEBDA56825.2023.10090840"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-020-08976-6"},{"key":"ref58","article-title":"EfficientDet: Scalable and efficient object detection","author":"Tan","year":"2019","journal-title":"arXiv:1911.09070"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3330844"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2024.3453332"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/ICAICA52286.2021.9498094"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2023.3272914"}],"container-title":["IEEE Transactions on Intelligent Transportation Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6979\/11063346\/10919161.pdf?arnumber=10919161","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,3]],"date-time":"2025-07-03T05:14:08Z","timestamp":1751519648000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10919161\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,7]]},"references-count":62,"journal-issue":{"issue":"7"},"URL":"https:\/\/doi.org\/10.1109\/tits.2025.3545942","relation":{},"ISSN":["1524-9050","1558-0016"],"issn-type":[{"type":"print","value":"1524-9050"},{"type":"electronic","value":"1558-0016"}],"subject":[],"published":{"date-parts":[[2025,7]]}}}