{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,4]],"date-time":"2026-07-04T02:13:57Z","timestamp":1783131237140,"version":"3.54.6"},"reference-count":46,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,7]]},"DOI":"10.1109\/ijcnn.2018.8489516","type":"proceedings-article","created":{"date-parts":[[2018,10,19]],"date-time":"2018-10-19T22:25:09Z","timestamp":1539987909000},"page":"1-8","source":"Crossref","is-referenced-by-count":10,"title":["Real-Time Detection of Pedestrian Traffic Lights for Visually-Impaired People"],"prefix":"10.1109","author":[{"given":"Marcelo C.","family":"Ghilardi","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gabriel","family":"Simoes","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jonatas","family":"Wehrmann","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Isabel H.","family":"Manssour","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rodrigo C.","family":"Barros","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","article-title":"Order embeddings and character-level convolutions for multimodal alignment","volume":"abs 1706 999","author":"wehrmann","year":"2017","journal-title":"CoRR"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2017.7966130"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/BRACIS.2016.012"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2016.7727207"},{"key":"ref31","doi-asserted-by":"crossref","first-page":"436","DOI":"10.1038\/nature14539","article-title":"Deep learning","volume":"521","author":"lecun","year":"2015","journal-title":"Nature"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ACPR.2015.7486592"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2017.7966102"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.91"},{"key":"ref35","article-title":"Movie genre classification: A multi-label approach based on convolutions through time","volume":"in press","author":"wehrmann","year":"2017","journal-title":"Applied Soft Computing"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/3019612.3019641"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/SPA.2015.7365159"},{"key":"ref40","article-title":"An efficient deep neural architecture for multilingual sentiment analysis in twitter","author":"becker","year":"2017","journal-title":"Int Flairs Conf"},{"key":"ref11","article-title":"Real-time pedestrian crossing lights detection algorithm for the visually impaired","author":"cheng","year":"2017","journal-title":"Multimedia Tools and Applications"},{"key":"ref12","article-title":"Yolo9000: better, faster, stronger","author":"redmon","year":"2016","journal-title":"arXiv preprint arXiv 1612 08242"},{"key":"ref13","first-page":"91","article-title":"Faster r-cnn: Towards real-time object detection with region proposal networks","author":"ren","year":"2015","journal-title":"Advances in neural information processing systems"},{"key":"ref14","doi-asserted-by":"crossref","first-page":"21","DOI":"10.1007\/s11263-015-0844-7","author":"liu","year":"2016","journal-title":"European Conference on Computer Vision ECCV"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICICIP.2015.7388200"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICCAS.2013.6703876"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2012.6347144"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ITSC.2015.378"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2004.1380068"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/35.41400"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2015.2509509"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2001.990517"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2016.2515338"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2017.122"},{"key":"ref29","article-title":"Imagenet classification with deep convolutional neural networks","author":"krizhevsky","year":"2012","journal-title":"NIPS"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICRA.2017.7989163"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2011.2163452"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ICCE.2017.7889317"},{"key":"ref2","first-page":"1","article-title":"Traffic light recognition for complex scene with fusion detections","volume":"pp","author":"li","year":"2017","journal-title":"IEEE Transactions on Intelligent Transportation Systems"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICMA.2007.4303519"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICMEW.2013.6618432"},{"key":"ref46","first-page":"4278","article-title":"Inception-v4, inception-resnet and the impact of residual connections on learning","author":"szegedy","year":"2017","journal-title":"AAAI"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2005.177"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.169"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2012.2209421"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ACCT.2013.49"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref24","doi-asserted-by":"crossref","first-page":"404","DOI":"10.1007\/11744023_32","article-title":"Surf: Speeded up robust features","author":"bay","year":"2006","journal-title":"Computer Vision–ECCV 2006"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2017.7966145"},{"key":"ref23","first-page":"1401","article-title":"A short introduction to boosting","author":"freund","year":"1999","journal-title":"In Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence"},{"key":"ref44","first-page":"740","article-title":"Microsoft COCO: Common objects in context","author":"lin","year":"2014","journal-title":"European Conference on Computer Vision"},{"key":"ref26","first-page":"198","author":"mascetti","year":"2016","journal-title":"Supporting Pedestrians with Visual Impairment During Road Crossing A Mobile Application for Traffic Lights Detection"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-014-0733-5"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.cviu.2015.11.017"}],"event":{"name":"2018 International Joint Conference on Neural Networks (IJCNN)","location":"Rio de Janeiro","start":{"date-parts":[[2018,7,8]]},"end":{"date-parts":[[2018,7,13]]}},"container-title":["2018 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8465565\/8488986\/08489516.pdf?arnumber=8489516","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,8,24]],"date-time":"2020-08-24T04:09:57Z","timestamp":1598242197000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8489516\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,7]]},"references-count":46,"URL":"https:\/\/doi.org\/10.1109\/ijcnn.2018.8489516","relation":{},"subject":[],"published":{"date-parts":[[2018,7]]}}}