{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,19]],"date-time":"2026-02-19T02:23:39Z","timestamp":1771467819865,"version":"3.50.1"},"reference-count":47,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016,8]]},"DOI":"10.1109\/avss.2016.7738056","type":"proceedings-article","created":{"date-parts":[[2016,11,10]],"date-time":"2016-11-10T16:41:16Z","timestamp":1478796076000},"page":"278-285","source":"Crossref","is-referenced-by-count":29,"title":["Training a convolutional neural network for multi-class object detection using solely virtual world data"],"prefix":"10.1109","author":[{"given":"Erik","family":"Bochinski","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Volker","family":"Eiselein","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tomas","family":"Sikora","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2007.383518"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298594"},{"key":"ref33","article-title":"Overfeat: Integrated recognition, localization and detection using convolutional networks","author":"sermanet","year":"2013","journal-title":"arXiv preprint arXiv 1312 6229"},{"key":"ref32","year":"0","journal-title":"Rockstar Games Inc Grand theft auto v"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2010.5540218"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1023\/B:VISI.0000029664.99615.94"},{"key":"ref37","article-title":"Adaptive background mixture models for real-time tracking. In Computer Vision and Pattern Recognition","volume":"2","author":"stauffer","year":"1999","journal-title":"1999 IEEE Computer Society Conference on"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ROBIO.2015.7414632"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.cviu.2013.12.005"},{"key":"ref34","first-page":"105","article-title":"Evaluation of the accuracy of genetic algorithms for object detection in industrial environment","volume":"1","author":"sharma","year":"2015","journal-title":"International Journal of Advance Science and Technology"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/AVSS.2012.69"},{"key":"ref40","doi-asserted-by":"crossref","first-page":"255","DOI":"10.1109\/ICCV.1999.791228","article-title":"Wallflower: Principles and practice of background maintenance","volume":"1","author":"toyama","year":"1999","journal-title":"Computer Vision 1999 The Proceedings of the Seventh IEEE International Conference on"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/AVSS.2013.6636636"},{"key":"ref12","year":"0","journal-title":"Facepunch Studios Garrys mod"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2009.167"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/PETS-WINTER.2009.5399556"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1016218223"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.81"},{"key":"ref17","author":"girshick","year":"0","journal-title":"Discriminatively trained deformable part models release 5"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2015.2389824"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2013.6706807"},{"key":"ref28","article-title":"MOTChallenge 2015: Towards a benchmark for multitarget tracking","author":"leal-taixe","year":"2015","journal-title":"arXiv 1504 01942 [cs]"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ICRA.2014.6907100"},{"key":"ref27","article-title":"Handwritten digit recognition with a back-propagation network","author":"le","year":"1990","journal-title":"Advances in Neural Information Processing Systems Citeseer"},{"key":"ref3","article-title":"The ai systems of left 4 dead","author":"booth","year":"2009","journal-title":"Keynote Fifth Artificial Intelligence and Interactive Digital Entertainment Conference (AIIDE09)"},{"key":"ref6","first-page":"886","article-title":"Histograms of oriented gradients for human detection","volume":"1","author":"dalal","year":"2005","journal-title":"Computer Vision and Pattern Recognition 2005 CVPR 2005 IEEE Computer Society Conference on"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298965"},{"key":"ref5","article-title":"The cityscapes dataset","volume":"3","author":"cordts","year":"0"},{"key":"ref8","first-page":"1532","article-title":"Fast feature pyramids for object detection. Pattern Analysis and machined Intelligence","volume":"36","author":"dollar","year":"2014","journal-title":"IEEE Transactions on"},{"key":"ref7","doi-asserted-by":"crossref","first-page":"248","DOI":"10.1109\/CVPR.2009.5206848","article-title":"Imagenet: A large-scale hierarchical image database","author":"deng","year":"2009","journal-title":"Computer Vision and Pattern Recognition 2009 CVPR 2009 IEEE Conference on"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2011.5995667"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2014.2313919"},{"key":"ref1","first-page":"404","article-title":"Surf: Speeded up robust features","author":"bay","year":"2006","journal-title":"Computer Vision-ECCV"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2014.2310138"},{"key":"ref20","article-title":"An empirical evaluation of deep learning on highway driving","author":"huval","year":"2015","journal-title":"arXiv preprint arXiv 1504 01716"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.124"},{"key":"ref22","article-title":"Real-time object tracking and classification using a static camera","author":"johnsen","year":"2009","journal-title":"Proceedings of IEEE International Conference on Robotics and Automation workshop on People Detection and Tracking Citeseer"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.5244\/C.28.72"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/2647868.2654889"},{"key":"ref42","year":"0","journal-title":"Valve Cooperation Valve developer community"},{"key":"ref24","article-title":"Performance evaluation protocol for face, person and vehicle detection & tracking in video analysis and content extraction (vace-ii)","author":"kasturi","year":"2006","journal-title":"Computer Science & Engineering University of South Florida Tampa"},{"key":"ref41","year":"0","journal-title":"Valve Cooperation Steam workshop"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2011.6126508"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.163"},{"key":"ref26","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1109\/CVPR.2008.4587756","article-title":"Learning realistic human actions from movies","author":"laptev","year":"2008","journal-title":"Computer Vision and Pattern Recognition 2008 CVPR 2008 IEEE Conference on"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/MTITS.2015.7223288"},{"key":"ref25","first-page":"1097","article-title":"Imagenet classification with deep convolutional neural networks","author":"krizhevsky","year":"2012","journal-title":"Advances in neural information processing systems"}],"event":{"name":"2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)","location":"Colorado Springs, CO, USA","start":{"date-parts":[[2016,8,23]]},"end":{"date-parts":[[2016,8,26]]}},"container-title":["2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7605056\/7738014\/07738056.pdf?arnumber=7738056","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,24]],"date-time":"2017-06-24T23:20:23Z","timestamp":1498346423000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7738056\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,8]]},"references-count":47,"URL":"https:\/\/doi.org\/10.1109\/avss.2016.7738056","relation":{},"subject":[],"published":{"date-parts":[[2016,8]]}}}