{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,4]],"date-time":"2026-06-04T11:15:05Z","timestamp":1780571705360,"version":"3.54.1"},"reference-count":31,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,7,11]],"date-time":"2021-07-11T00:00:00Z","timestamp":1625961600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,7,11]],"date-time":"2021-07-11T00:00:00Z","timestamp":1625961600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,7,11]],"date-time":"2021-07-11T00:00:00Z","timestamp":1625961600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100004563","name":"Bavarian State Ministry for Science","doi-asserted-by":"publisher","award":["VIII.2-F1116.IN\/18\/2"],"award-info":[{"award-number":["VIII.2-F1116.IN\/18\/2"]}],"id":[{"id":"10.13039\/501100004563","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,7,11]]},"DOI":"10.1109\/iv48863.2021.9575433","type":"proceedings-article","created":{"date-parts":[[2021,11,1]],"date-time":"2021-11-01T20:59:16Z","timestamp":1635800356000},"page":"674-681","source":"Crossref","is-referenced-by-count":16,"title":["Open-Set Recognition based on the Combination of Deep Learning and Ensemble Method for Detecting Unknown Traffic Scenarios"],"prefix":"10.1109","author":[{"given":"Lakshman","family":"Balasubramanian","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Friedrich","family":"Kruber","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Michael","family":"Botsch","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ke","family":"Deng","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"ref30","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"0"},{"key":"ref10","article-title":"icarl: Incremental classifier and representation learning","volume":"abs 1611 7725","author":"rebuffi","year":"2016","journal-title":"CoRR"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00046"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2014.2321392"},{"key":"ref13","article-title":"Towards open set deep networks","volume":"abs 1511 6233","author":"bendale","year":"2015","journal-title":"CoRR"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D17-1314"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00241"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-016-5610-8"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2613924"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.5244\/C.31.42"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01231-1_38"},{"key":"ref28","article-title":"Umap: Uniform manifold approximation and projection for dimension reduction","volume":"abs 1802 3426","author":"mcinnes","year":"2018","journal-title":"ArXiv"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ITSC.2015.323"},{"key":"ref27","author":"lecun","year":"2010","journal-title":"MNIST Handwritten Digit Database"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/IVS.2017.7995735"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ITSC.2013.6728484"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00414"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ITSC.2019.8916947"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10578-9_26"},{"key":"ref7","article-title":"Towards open world recognition","volume":"abs 1412 5687","author":"bendale","year":"2014","journal-title":"CoRR"},{"key":"ref2","author":"international","year":"2014","journal-title":"Taxonomy and Definitions for Terms Related to On-Road Motor Vehicle Automated Driving Systems"},{"key":"ref9","article-title":"Deep cnn-based multi-task learning for open-set recognition","volume":"abs 1903 3161","author":"oza","year":"2019","journal-title":"CoRR"},{"key":"ref1","author":"winner","year":"2015","journal-title":"Handbook of Driver Assistance Systems Basic Information Components and Systems for Active Safety and Comfort"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ITSC.2018.8569552"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ITSC.2010.5625213"},{"key":"ref21","article-title":"Vehicle Position Estimation with Aerial Imagery from Unmanned Aerial Vehicles","author":"kruber","year":"0","journal-title":"2020 IEEE Intelligent Vehicles Symposium (IV)"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ITSC.2015.164"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ITSC.2016.7795922"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.510"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.59"}],"event":{"name":"2021 IEEE Intelligent Vehicles Symposium (IV)","location":"Nagoya, Japan","start":{"date-parts":[[2021,7,11]]},"end":{"date-parts":[[2021,7,17]]}},"container-title":["2021 IEEE Intelligent Vehicles Symposium (IV)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9575127\/9575130\/09575433.pdf?arnumber=9575433","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T15:47:52Z","timestamp":1652197672000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9575433\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,7,11]]},"references-count":31,"URL":"https:\/\/doi.org\/10.1109\/iv48863.2021.9575433","relation":{},"subject":[],"published":{"date-parts":[[2021,7,11]]}}}