{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,24]],"date-time":"2026-10-24T18:11:16Z","timestamp":1792865476419,"version":"4.5.0"},"reference-count":27,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017,10]]},"DOI":"10.1109\/itsc.2017.8317713","type":"proceedings-article","created":{"date-parts":[[2018,3,15]],"date-time":"2018-03-15T20:47:12Z","timestamp":1521146832000},"page":"1-6","source":"Crossref","is-referenced-by-count":15,"title":["A combined recognition and segmentation model for urban traffic scene understanding"],"prefix":"10.1109","author":[{"given":"Malte","family":"Oeljeklaus","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Frank","family":"Hoffmann","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Torsten","family":"Bertram","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref10","author":"simonyan","year":"2014","journal-title":"Very Deep Convolutional Networks for Large-scale Image Recognition"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-015-0816-y"},{"key":"ref12","author":"szegedy","year":"2016","journal-title":"lnception-v4 Inception-ResNet and the impact of residual connections on learning"},{"key":"ref13","first-page":"3320","article-title":"How transferable are features in deep neural networks?","volume":"27","author":"yosinski","year":"2014","journal-title":"Advances in neural information processing systems"},{"key":"ref14","article-title":"Semantic image segmentation with deep convolutional nets and fully connected crfs","author":"chen","year":"2015","journal-title":"Int Conf on Learning Representations"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.348"},{"key":"ref16","article-title":"Multi-scale context aggregation by dilated convolutions","author":"yu","year":"2016","journal-title":"Int Conf on Learning Representations"},{"key":"ref17","author":"wu","year":"2016","journal-title":"Wider or deeper Revisiting the resnet model for visual recognition"},{"key":"ref18","author":"teichmann","year":"2016","journal-title":"MultiNet Real-time Joint Semantic Reasoning for Autonomous Driving"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ECMR.2013.6698829"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298594"},{"key":"ref27","first-page":"648","article-title":"Weakly-and semi-supervised learning of a dcnn for semantic image segmentation","author":"papandreou","year":"2015","journal-title":"Proc of the IEEE Int Conf on Computer Vision"},{"key":"ref3","author":"zhao","year":"2016","journal-title":"Pyramid Scene Parsing Network"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.5244\/C.23.84"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298965"},{"key":"ref8","first-page":"1097","article-title":"Imagenet classification with deep convolutional neural networks","author":"krizhevsky","year":"2012","journal-title":"Advances in neural information processing systems"},{"key":"ref7","first-page":"845","article-title":"Image representations on a budget: Traffic scene classification in a restricted bandwidth scenario","author":"sikiri?","year":"2014","journal-title":"Proc of the IEEE Intelligent Vehicles Symposium"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref9","author":"lin","year":"2013","journal-title":"Network in Network"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.350"},{"key":"ref20","first-page":"1","article-title":"Visual semantic robot navigation in indoor environments","author":"posada","year":"2014","journal-title":"41 st International Symposium on Robotics"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/WACV.2015.140"},{"key":"ref21","article-title":"Object detectors emerge in deep scene cnns","author":"zhou","year":"2015","journal-title":"Int Conf on Learning Representations"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.394"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/2647868.2654889"},{"key":"ref26","first-page":"1139","article-title":"On the importance of initialization and momentum in deep learning","author":"sutskever","year":"2013","journal-title":"Proc of the 30th Int Conf on Machine Learning"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298959"}],"event":{"name":"2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC)","location":"Yokohama","start":{"date-parts":[[2017,10,16]]},"end":{"date-parts":[[2017,10,19]]}},"container-title":["2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8307147\/8317580\/08317713.pdf?arnumber=8317713","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2018,4,9]],"date-time":"2018-04-09T21:11:47Z","timestamp":1523308307000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/8317713\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,10]]},"references-count":27,"URL":"https:\/\/doi.org\/10.1109\/itsc.2017.8317713","relation":{},"subject":[],"published":{"date-parts":[[2017,10]]}}}