{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,11]],"date-time":"2026-04-11T01:30:09Z","timestamp":1775871009413,"version":"3.50.1"},"reference-count":44,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,12,10]],"date-time":"2020-12-10T00:00:00Z","timestamp":1607558400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,12,10]],"date-time":"2020-12-10T00:00:00Z","timestamp":1607558400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,12,10]],"date-time":"2020-12-10T00:00:00Z","timestamp":1607558400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020,12,10]]},"DOI":"10.1109\/bigdata50022.2020.9378245","type":"proceedings-article","created":{"date-parts":[[2021,3,19]],"date-time":"2021-03-19T21:10:21Z","timestamp":1616188221000},"page":"5563-5571","source":"Crossref","is-referenced-by-count":35,"title":["Detecting Various Road Damage Types in Global Countries Utilizing Faster R-CNN"],"prefix":"10.1109","author":[{"given":"Felix","family":"Kortmann","sequence":"first","affiliation":[]},{"given":"Kevin","family":"Talits","sequence":"additional","affiliation":[]},{"given":"Pascal","family":"Fassmeyer","sequence":"additional","affiliation":[]},{"given":"Alexander","family":"Warnecke","sequence":"additional","affiliation":[]},{"given":"Nicolas","family":"Meier","sequence":"additional","affiliation":[]},{"given":"Jens","family":"Heger","sequence":"additional","affiliation":[]},{"given":"Paul","family":"Drews","sequence":"additional","affiliation":[]},{"given":"Burkhardt","family":"Funk","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ITSC.2018.8569396"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1177\/0278364917727062"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICCE.2018.8326142"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/SOLI.2018.8476795"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/BigData.2018.8622327"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2018.8489188"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-60916-4_2"},{"key":"ref35","article-title":"Road damage detection using deep neural networks with images captured through a smartphone","author":"maeda","year":"2018"},{"key":"ref34","first-page":"1244","article-title":"Detection of Potholes Using a Deep Convolutional Neural Network","volume":"24","author":"suong","year":"2018","journal-title":"J UCS"},{"key":"ref10","article-title":"Two quarter-car models for defining road roughness: IRI and HRI","author":"sayers","year":"1989","journal-title":"Transportation Research Record"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1111\/mice.12561"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/S0022-460X(73)80373-6"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.14257\/astl.2018.150.35"},{"key":"ref13","article-title":"Automatic road anomaly detection using smart mobile device","author":"tai","year":"2010","journal-title":"Conference on Technologies and Applications of Artificial Intelligence"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-23641-9_8"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2014.2378511"},{"key":"ref16","first-page":"128","article-title":"RoADS: A road pavement monitoring system for anomaly detection using smart phones","author":"seraj","year":"2015","journal-title":"Big Data Analytics in the Social and Ubiquitous Context"},{"key":"ref17","first-page":"210","article-title":"SmartRoadSense: Collaborative Road Surface Condition Monitoring","author":"alessandroni","year":"2014","journal-title":"Proceedings of the UBICOMM 2014 The Eighth International Conference on Mobile Ubiquitous Computing Systems Services and Technologies> IARIA"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/1328057.1328076"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.conbuildmat.2017.09.110"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1111\/mice.12263"},{"key":"ref4","article-title":"Transfer Learning-based Road Damage Detection for Multiple Countries","author":"arya","year":"2020"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CCECE.2016.7726722"},{"key":"ref3","first-page":"27","article-title":"Conduct-by-wire–following a new paradigm for driving into the future","volume":"22","author":"winner","year":"2006","journal-title":"Proceedings of FISITA World Automotive Congress"},{"key":"ref6","article-title":"Längseben-heitsauswerteverfahren","author":"maerschalk","year":"2011","journal-title":"Bewertetes Längsprofil\" Weiterentwicklung der Längsebenheitsbewertung der Zustandserfassung und–Bewertung \"[Analysis procedure for longitudinal road roughness \"Weighted Longitudinal Profile\"] Berichte der Bundesanstalt für Straßenwesen Reihe S Straßenbau"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2016.7533052"},{"key":"ref5","author":"arya","year":"2020","journal-title":"Global Road Damage Detection State-of-the-art Solutions"},{"key":"ref8","article-title":"The little book of profiling: basic information about measuring and interpreting road profiles","author":"sayers","year":"1998","journal-title":"University of Michigan Ann Arbor Transportation Research Institute Tech Rep"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.3390\/rs2030641"},{"key":"ref2","article-title":"On a crash course: The dangers and health costs of deficient roadways","author":"miller","year":"2009"},{"key":"ref9","article-title":"Guidelines for the conduct and calibration of road roughness measurements","author":"sayers","year":"1984","journal-title":"Tech Rep"},{"key":"ref1","article-title":"Critical reasons for crashes investigated in the national motor vehicle crash causation survey","author":"singh","year":"2015","journal-title":"Tech Rep"},{"key":"ref20","first-page":"194","article-title":"Intelligent Road Maintenance: a Machine Learning Approach for surface Defect Detection","author":"chatterjee","year":"2018","journal-title":"ECIS"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.aei.2015.01.008"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/IVS.2019.8814000"},{"key":"ref42","article-title":"Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks","volume":"abs 1506 1497","author":"ren","year":"2015","journal-title":"CoRR"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ICCE.2018.8326141"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.351"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2019.2931297"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/SENSORS43011.2019.8956699"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.sbspro.2013.11.124"},{"key":"ref43","first-page":"1440","article-title":"Fast r-cnn","author":"girshick","year":"2015","journal-title":"Proceedings of the IEEE International Conference on Computer Vision"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ICALIP.2018.8455601"}],"event":{"name":"2020 IEEE International Conference on Big Data (Big Data)","location":"Atlanta, GA, USA","start":{"date-parts":[[2020,12,10]]},"end":{"date-parts":[[2020,12,13]]}},"container-title":["2020 IEEE International Conference on Big Data (Big Data)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9377717\/9377728\/09378245.pdf?arnumber=9378245","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,27]],"date-time":"2022-06-27T15:59:10Z","timestamp":1656345550000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9378245\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,12,10]]},"references-count":44,"URL":"https:\/\/doi.org\/10.1109\/bigdata50022.2020.9378245","relation":{},"subject":[],"published":{"date-parts":[[2020,12,10]]}}}