{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,18]],"date-time":"2026-02-18T23:46:42Z","timestamp":1771458402775,"version":"3.50.1"},"reference-count":42,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2019,5,1]],"date-time":"2019-05-01T00:00:00Z","timestamp":1556668800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,5,1]],"date-time":"2019-05-01T00:00:00Z","timestamp":1556668800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,5,1]],"date-time":"2019-05-01T00:00:00Z","timestamp":1556668800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61673118"],"award-info":[{"award-number":["61673118"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003399","name":"Science and Technology Commission of Shanghai Municipality","doi-asserted-by":"publisher","award":["16PJD009"],"award-info":[{"award-number":["16PJD009"]}],"id":[{"id":"10.13039\/501100003399","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100008321","name":"Pennsylvania State University","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100008321","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Intell. Transport. Syst."],"published-print":{"date-parts":[[2019,5]]},"DOI":"10.1109\/tits.2018.2829987","type":"journal-article","created":{"date-parts":[[2018,5,17]],"date-time":"2018-05-17T19:10:52Z","timestamp":1526584252000},"page":"1728-1738","source":"Crossref","is-referenced-by-count":30,"title":["Crowd Counting With Limited Labeling Through Submodular Frame Selection"],"prefix":"10.1109","volume":"20","author":[{"given":"Qi","family":"Zhou","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5924-3360","authenticated-orcid":false,"given":"Junping","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lingfu","family":"Che","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0604-3197","authenticated-orcid":false,"given":"Hongming","family":"Shan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4379-4173","authenticated-orcid":false,"given":"James Z.","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2014.2324414"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2009.5459302"},{"key":"ref33","first-page":"1954","article-title":"Submodularity in data subset selection and active learning","author":"wei","year":"2015","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2015.2424671"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2005.00503.x"},{"key":"ref30","first-page":"71","article-title":"Submodular function maximization","volume":"3","author":"krause","year":"2012","journal-title":"Tractability Practical Approaches to Hard Problems"},{"key":"ref37","first-page":"849","article-title":"On spectral clustering: Analysis and an algorithm","volume":"2","author":"ng","year":"2001","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2011.2164010"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2014.2299518"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2014.6854375"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2012.6248064"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2017.2700869"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206621"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2011.2172800"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2013.319"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1155\/2010\/231240"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4614-8483-7_14"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2013.270"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2011.2132759"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2009.5459191"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.475"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/2964284.2967300"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2010.10.002"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.429"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2008.4587569"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2007.70770"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/BMSB.2017.7986133"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.5244\/C.26.21"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.120"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2011.155"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2014.2371333"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2013.411"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2011.2158001"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2016.2618916"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2014.2363445"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2016.2516586"},{"key":"ref42","doi-asserted-by":"crossref","first-page":"407","DOI":"10.1214\/009053604000000067","article-title":"Least angle regression","volume":"32","author":"efron","year":"2004","journal-title":"Ann Statist"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.70"},{"key":"ref41","first-page":"2399","article-title":"Manifold regularization: A geometric framework for learning from labeled and unlabeled examples","volume":"7","author":"belkin","year":"2006","journal-title":"J Mach Learn Res"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298684"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46475-6_41"},{"key":"ref25","first-page":"615","article-title":"Towards perspective-free object counting with deep learning","author":"o\u00f1oro-rubio","year":"2016","journal-title":"Proc Eur Conf Comput Vis"}],"container-title":["IEEE Transactions on Intelligent Transportation Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6979\/8703754\/08360780.pdf?arnumber=8360780","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,13]],"date-time":"2022-07-13T21:08:40Z","timestamp":1657746520000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8360780\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,5]]},"references-count":42,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/tits.2018.2829987","relation":{},"ISSN":["1524-9050","1558-0016"],"issn-type":[{"value":"1524-9050","type":"print"},{"value":"1558-0016","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,5]]}}}