{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,16]],"date-time":"2026-01-16T18:45:35Z","timestamp":1768589135717,"version":"3.49.0"},"reference-count":48,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2015,3,1]],"date-time":"2015-03-01T00:00:00Z","timestamp":1425168000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Multimedia"],"published-print":{"date-parts":[[2015,3]]},"DOI":"10.1109\/tmm.2015.2390499","type":"journal-article","created":{"date-parts":[[2015,1,12]],"date-time":"2015-01-12T21:03:47Z","timestamp":1421096627000},"page":"370-381","source":"Crossref","is-referenced-by-count":195,"title":["Learning Consistent Feature Representation for Cross-Modal Multimedia Retrieval"],"prefix":"10.1109","volume":"17","author":[{"given":"Cuicui","family":"Kang","sequence":"first","affiliation":[]},{"given":"Shiming","family":"Xiang","sequence":"additional","affiliation":[]},{"given":"Shengcai","family":"Liao","sequence":"additional","affiliation":[]},{"given":"Changsheng","family":"Xu","sequence":"additional","affiliation":[]},{"given":"Chunhong","family":"Pan","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1111\/j.2517-6161.1996.tb02080.x","article-title":"Regression shrinkage and selection via the lasso","volume":"58","author":"tibshirani","year":"1996","journal-title":"J Royal Statist Soc Ser B"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1162\/089976600300015349"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2012.6247923"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2011.5995350"},{"key":"ref31","first-page":"34","article-title":"Overview and recent advances in partial least squares","author":"rosipal","year":"2006","journal-title":"Proc SLSFS"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/1873951.1873987"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390285"},{"key":"ref36","first-page":"2231","article-title":"Multimodal learning with deep boltzmann machines","author":"srivastava","year":"2012","journal-title":"Proc Neural Inf Process Syst"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2010.5540112"},{"key":"ref34","first-page":"935","article-title":"Zero-shot learning through cross-modal transfer","author":"socher","year":"2013","journal-title":"Proc NIPS"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.5244\/C.24.58"},{"key":"ref40","article-title":"On accelerated proximal gradient methods for convex-concave optimization","author":"tseng","year":"2008","journal-title":"SIAM J Optimization"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2010.5540043"},{"key":"ref12","first-page":"2407","article-title":"Learning cross-modality similarity for multinomial data","author":"jia","year":"2011","journal-title":"Proc Int Conf Comput Vis"},{"key":"ref13","first-page":"808","article-title":"Multi-view discriminant analysis","volume":"7572","author":"kan","year":"2012","journal-title":"Proc ECCV (1)"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-15552-9_41"},{"key":"ref15","doi-asserted-by":"crossref","first-page":"788","DOI":"10.1038\/44565","article-title":"Learning the parts of objects with nonnegative matrix factorization","volume":"401","author":"lee","year":"1999","journal-title":"Nature"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2012.2210041"},{"key":"ref17","first-page":"605","article-title":"Maximizing intra-individual correlations for face recognition across pose differences","author":"li","year":"2009","journal-title":"Proc IEEE Conf Comput Vis Pattern Recog"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW.2009.5457714"},{"key":"ref19","first-page":"209","article-title":"Heterogeneous face recognition from local structures of normalized appearance","volume":"5558","author":"liao","year":"0","journal-title":"Proc ICB"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/2600428.2609568"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2005.177"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1023\/A:1011139631724"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.142"},{"key":"ref6","author":"everingham","year":"2007","journal-title":"The PASCAL visual object classes challenge 2006 results"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2007.900138"},{"key":"ref5","first-page":"711","article-title":"Learning with augmented features for heterogeneous domain adaptation","author":"duan","year":"2012","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2010.5540120"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-013-0658-4"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/1646396.1646452"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1162\/0899766042321814"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1137\/080716542"},{"key":"ref20","first-page":"339","article-title":"Multi-task feature learning via efficient <formula formulatype=\"inline\"><tex Notation=\"TeX\">${\\ell _{2,1}}$<\/tex><\/formula>-norm minimization","author":"liu","year":"2009","journal-title":"Proc Uncertainty AI"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2012.2212721"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2009.2039566"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.225"},{"key":"ref48","first-page":"1070","article-title":"Supervised coupled dictionary learning with group structures for multi-modal retrieval","author":"zhuang","year":"2013","journal-title":"Proc 27th AAAI Conf AI"},{"key":"ref21","first-page":"1","article-title":"Hashing with graphs","author":"liu","year":"2011","journal-title":"Proc ICML"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/1935826.1935913"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2007.1097"},{"key":"ref42","first-page":"1903","article-title":"Simultaneous image classification and annotation","author":"wang","year":"2009","journal-title":"Proc IEEE Conf Comput Vis Pattern Recog"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/2536798"},{"key":"ref41","first-page":"492","article-title":"Improving the multilingual user experience of wikipedia using cross-language name search","author":"udupa","year":"2010","journal-title":"Proc HLT-NAACL"},{"key":"ref26","first-page":"689","article-title":"Multimodal deep learning","author":"ngiam","year":"2011","journal-title":"Proc CMLSA"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2013.261"},{"key":"ref25","author":"nesterov","year":"2003","journal-title":"Introductory Lectures on Convex Optimization A Basic Course"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.48"}],"container-title":["IEEE Transactions on Multimedia"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6046\/7041253\/07006724.pdf?arnumber=7006724","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,6]],"date-time":"2024-06-06T14:12:27Z","timestamp":1717683147000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7006724\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,3]]},"references-count":48,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/tmm.2015.2390499","relation":{},"ISSN":["1520-9210","1941-0077"],"issn-type":[{"value":"1520-9210","type":"print"},{"value":"1941-0077","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,3]]}}}