{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,13]],"date-time":"2026-02-13T10:35:21Z","timestamp":1770978921494,"version":"3.50.1"},"reference-count":49,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"8","license":[{"start":{"date-parts":[[2018,8,1]],"date-time":"2018-08-01T00:00:00Z","timestamp":1533081600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"funder":[{"name":"CHIST-ERA project MUSTER"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Pattern Anal. Mach. Intell."],"published-print":{"date-parts":[[2018,8,1]]},"DOI":"10.1109\/tpami.2017.2734890","type":"journal-article","created":{"date-parts":[[2017,8,2]],"date-time":"2017-08-02T18:06:22Z","timestamp":1501697182000},"page":"2030-2036","source":"Crossref","is-referenced-by-count":28,"title":["Visual Recognition in RGB Images and Videos by Learning from RGB-D Data"],"prefix":"10.1109","volume":"40","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5559-8594","authenticated-orcid":false,"given":"Wen","family":"Li","sequence":"first","affiliation":[]},{"given":"Lin","family":"Chen","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2775-9730","authenticated-orcid":false,"given":"Dong","family":"Xu","sequence":"additional","affiliation":[]},{"given":"Luc","family":"Van Gool","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.309"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2015.2405574"},{"key":"ref33","first-page":"4969","article-title":"Classifier learning with hidden information","author":"zhang","year":"2015","journal-title":"Proc IEEE Conf Comput Vis Pattern Recog"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2012.78"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/279943.279962"},{"key":"ref30","first-page":"355","article-title":"Two\n view learning: SVM-2K, theory and practice","author":"farquhar","year":"2017","journal-title":"Neural Inf Process Syst"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/2647868.2654928"},{"key":"ref36","first-page":"1192","article-title":"Latent low-rank\n transfer subspace learning for missing modality recognition","author":"ding","year":"2014","journal-title":"Proc AAAI Conf Artif Intell"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.166"},{"key":"ref34","first-page":"65","article-title":"Can visual recognition benefi from auxiliary information in training?","author":"zhang","year":"2014","journal-title":"Proc Asian Conf Comput Vis"},{"key":"ref28","first-page":"1757","article-title":"Learning\n from multiple sources","volume":"9","author":"crammer","year":"2008","journal-title":"J Mach Learn Res"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2013.344"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1162\/0899766042321814"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2013.436"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICRA.2011.5980382"},{"key":"ref20","first-page":"723","article-title":"A kernel two-sample test","volume":"13","author":"gretton","year":"2012","journal-title":"J Mach Learn Res"},{"key":"ref22","first-page":"601","article-title":"Correcting sample selection bias by unlabeled data","author":"huang","year":"2007","journal-title":"Proc Conf Advances Neural Inf Process Syst 19"},{"key":"ref21","first-page":"256","article-title":"Frustratingly easy domain adaptation","author":"daum\u00e9 iii","year":"2007","journal-title":"Proceedings of the 17th Annual Meeting on Association for Computational Linguistics"},{"key":"ref24","first-page":"1180","article-title":"Unsupervised domain adaptation by backpropagation","author":"ganin","year":"2015","journal-title":"Proc 30th Int Conf Int Conf Mach Learn"},{"key":"ref23","first-page":"-222i","article-title":"Connecting the\n dots with landmarks: Discriminatively learning domain-invariant features for unsupervised domain adaptation","author":"gong","year":"2013","journal-title":"Proc 30th Int Conf Int Conf Mach Learn"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/2020408.2020593"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.167"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2011.6126344"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2011.2178556"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.96"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2011.114"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2011.265"},{"key":"ref14","first-page":"2066","article-title":"Geodesic flow kernel for unsupervised\n domain adaptation","author":"gong","year":"2012","journal-title":"Proc IEEE Conf Comput Vis Pattern Recog"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2013.368"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2013.100"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2017.2704624"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2014.2306419"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.184"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2009.06.042"},{"key":"ref3","first-page":"52","article-title":"Human daily action analysis with multi-view and color-depth data","author":"cheng","year":"2012","journal-title":"Proc ECCV Workshop Consumer Depth Cameras Comput Vis"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2011.5995347"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2013.107"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"308","DOI":"10.1007\/978-3-642-24412-4_25","article-title":"Domain adaptation in regression","author":"cortes","year":"2011","journal-title":"Proc Int Conf Algorithmic Learn Theory"},{"key":"ref7","first-page":"502","article-title":"A simple\n domain-independent probabilistic approach to generation","author":"angeli","year":"2010","journal-title":"Proc Conf Empirical Methods Natural Language Process"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2013.441"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2011.5995702"},{"key":"ref46","first-page":"-647i","article-title":"DeCAF: A\n deep convolutional activation feature for generic visual recognition","author":"donahue","year":"2014","journal-title":"Proc 30th Int Conf Int Conf Mach Learn"},{"key":"ref45","first-page":"1","article-title":"Caltech-256\n object category dataset","author":"griffin","year":"2007"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206557"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/IROS.2011.6095119"},{"key":"ref42","first-page":"677","article-title":"Transfer\n learning via diemensionality reduction","author":"pan","year":"2008","journal-title":"Proc AAAI Conf Artif Intell"},{"key":"ref41","first-page":"1","article-title":"A framework for robust subspace learning","volume":"54","author":"de la torre","year":"2003","journal-title":"Int J Comput Vis - Special Issue Comput Vis Brown Univ"},{"key":"ref44","first-page":"74","article-title":"A\n coregularization approach to semi-supervised learning with multiple views","author":"sindhwani","year":"2005","journal-title":"Proc ICML Workshop on Learning with Multiple Views"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2010.2091281"}],"container-title":["IEEE Transactions on Pattern Analysis and Machine Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/34\/8401722\/08000401.pdf?arnumber=8000401","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,26]],"date-time":"2022-01-26T09:59:04Z","timestamp":1643191144000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8000401\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,8,1]]},"references-count":49,"journal-issue":{"issue":"8"},"URL":"https:\/\/doi.org\/10.1109\/tpami.2017.2734890","relation":{},"ISSN":["0162-8828","2160-9292","1939-3539"],"issn-type":[{"value":"0162-8828","type":"print"},{"value":"2160-9292","type":"electronic"},{"value":"1939-3539","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,8,1]]}}}