{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,5,27]],"date-time":"2024-05-27T22:10:06Z","timestamp":1716847806925},"reference-count":47,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2014,6,17]],"date-time":"2014-06-17T00:00:00Z","timestamp":1402963200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Multimedia Systems"],"published-print":{"date-parts":[[2016,7]]},"DOI":"10.1007\/s00530-014-0396-7","type":"journal-article","created":{"date-parts":[[2014,6,19]],"date-time":"2014-06-19T07:32:07Z","timestamp":1403163127000},"page":"395-404","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Geo-location driven image tagging via cross-domain learning"],"prefix":"10.1007","volume":"22","author":[{"given":"Weizhi","family":"Nie","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Anan","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhongyang","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuting","family":"Su","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2014,6,17]]},"reference":[{"key":"396_CR1","doi-asserted-by":"crossref","unstructured":"Gao, Y., Tang, J., Hong, R., Dai, Q., Chua, T.-S., Jain, R.: W2go: a travel guidance system by automatic landmark ranking. In: ACM Multimedia, pp. 123\u2013132 (2010)","DOI":"10.1145\/1873951.1873970"},{"issue":"3","key":"396_CR2","doi-asserted-by":"crossref","first-page":"290","DOI":"10.1007\/s11263-011-0472-9","volume":"96","author":"R Ji","year":"2012","unstructured":"Ji, R., Duan, L.-Y., Chen, J., Yao, H., Yuan, J., Rui, Y., Gao, W.: Location discriminative vocabulary coding for mobile landmark search. Int. J. Comput. Vis. 96(3), 290\u2013314 (2012)","journal-title":"Int. J. Comput. Vis."},{"key":"396_CR3","doi-asserted-by":"crossref","unstructured":"Gao, Y., Wang, F., Luan, H., Chua, T.: Brand data gathering from live social media streams. In: ACM Conference on Multimedia Retrieval (2014)","DOI":"10.1145\/2578726.2578748"},{"key":"396_CR4","doi-asserted-by":"crossref","unstructured":"Wang, H., Huang, H., Ding, C.H.Q.: Image annotation using bi-relational graph of images and semantic labels. In: CVPR, pp. 793\u2013800 (2011)","DOI":"10.1109\/CVPR.2011.5995379"},{"issue":"3\u20132","key":"396_CR5","doi-asserted-by":"crossref","first-page":"883","DOI":"10.1109\/TMM.2012.2188782","volume":"14","author":"J Sang","year":"2012","unstructured":"Sang, J., Xu, C., Liu, J.: User-aware image tag refinement via ternary semantic analysis. IEEE Trans. Multimed. 14(3\u20132), 883\u2013895 (2012)","journal-title":"IEEE Trans. Multimed."},{"key":"396_CR6","doi-asserted-by":"crossref","unstructured":"Gao, Y., Wang, M., Luan, H., Shen, J., Yan, S., Tao, D.: Tag-based social image search with visual-text joint hypergraph learning. In: ACM Multimedia, pp. 1517\u20131520 (2011)","DOI":"10.1145\/2072298.2072054"},{"key":"396_CR7","unstructured":"Belani, A.: Vandalism detection in wikipedia: a bag-of-words classifier approach. In: CoRR, vol. abs\/1001.0700 (2010)"},{"key":"396_CR8","doi-asserted-by":"crossref","unstructured":"Yang, J., Yan, R., Hauptmann, A.: Cross-domain video concept detection using adaptive svms. In: ACM Multimedia (2007)","DOI":"10.1145\/1291233.1291276"},{"key":"396_CR9","unstructured":"Jiang, Y., Wang, J., Chang, S., Ngo, C.: Domain adaptive semantic diffusion for large scale context-based video annotation. In: ICCV (2009)"},{"key":"396_CR10","unstructured":"III, H.D.: Frustratingly easy domain adaptation. In: CoRR, vol. abs\/0907.1815 (2009)"},{"key":"396_CR11","doi-asserted-by":"crossref","unstructured":"Wu, P., Dietterich, T.: Improving svm accuracy by training on auxiliary data sources. In: ICML (2004)","DOI":"10.1145\/1015330.1015436"},{"key":"396_CR12","doi-asserted-by":"crossref","unstructured":"Jiang, W., Zavesky, E., Chang, S., Loui, A.: Cross-domain learning methods for high-level visual concept classification. In: ICIP (2008)","DOI":"10.1109\/ICIP.2008.4711716"},{"key":"396_CR13","doi-asserted-by":"crossref","unstructured":"Roy, S.D., Mei, T., Zeng, W., Li, S.: Towards cross-domain learning for social video popularity prediction. IEEE Trans. Multimed. 15(6):1 (2013)","DOI":"10.1109\/TMM.2013.2265079"},{"key":"396_CR14","doi-asserted-by":"crossref","unstructured":"Huang, J., Smola, A., Gretton, A., Borgwardt, K., Sch\u00f6lkopf, B.: Correcting sample selection bias by unlabeled data. In: NIPS (2006)","DOI":"10.7551\/mitpress\/7503.003.0080"},{"key":"396_CR15","doi-asserted-by":"crossref","unstructured":"Storkey, A., Sugiyama, M.: Mixture regression for covariate shift. In: NIPS (2006)","DOI":"10.7551\/mitpress\/7503.003.0172"},{"key":"396_CR16","doi-asserted-by":"crossref","unstructured":"Fang, Z., Zhang, Z.M.: Discriminative feature selection for multi-view cross-domain learning. In: CIKM, pp. 1321\u20131330 (2013)","DOI":"10.1145\/2505515.2505532"},{"key":"396_CR17","doi-asserted-by":"crossref","unstructured":"Chen, L., Duan, L., Tsang, I.W., Xu, D.: Efficient discriminative learning of class hierarchy for many class prediction. In: ACCV, vol. 1, pp. 274\u2013288 (2012)","DOI":"10.1007\/978-3-642-37331-2_21"},{"issue":"5","key":"396_CR18","doi-asserted-by":"crossref","first-page":"770","DOI":"10.1109\/TPAMI.2009.57","volume":"32","author":"L Bruzzone","year":"2010","unstructured":"Bruzzone, L., Marconcini, M.: Domain adaptation problems: a dasvm classification technique and a circular validation strategy. IEEE Trans. Pattern Anal. Mach. Intell. 32(5), 770\u2013787 (2010)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"396_CR19","doi-asserted-by":"crossref","unstructured":"Bruzzone, L., Chi, M., Marconcini, M.: Transductive svms for semisupervised classification of hyperspectral data. In: IGARSS, p. 4 (2005)","DOI":"10.1109\/IGARSS.2005.1526130"},{"issue":"2","key":"396_CR20","doi-asserted-by":"crossref","first-page":"95","DOI":"10.1016\/j.jvcir.2012.02.007","volume":"24","author":"Y Yuan","year":"2013","unstructured":"Yuan, Y., Wu, F., Shao, J., Zhuang, Y.: Image annotation by semi-supervised cross-domain learning with group sparsity. J. Visual Commun. Image Rep. 24(2), 95\u2013102 (2013)","journal-title":"J. Visual Commun. Image Rep."},{"issue":"1","key":"396_CR21","doi-asserted-by":"crossref","first-page":"91","DOI":"10.1007\/s11042-010-0567-2","volume":"56","author":"S Si","year":"2012","unstructured":"Si, S., Tao, D., Wang, M., Chan, K.: Social image annotation via cross-domain subspace learning. Multimed. Tools Appl. 56(1), 91\u2013108 (2012)","journal-title":"Multimed. Tools Appl."},{"key":"396_CR22","doi-asserted-by":"crossref","unstructured":"Federico, L., Nestor, D., Oscar, C.: Smitag: a social network for semantic annotation of medical images. In: CLEI (2012)","DOI":"10.1109\/CLEI.2012.6427187"},{"key":"396_CR23","doi-asserted-by":"crossref","unstructured":"Si, S., Tao, D., Chan, K.: Cross-domain web image annotation. In: ICDM Workshops, pp. 184\u2013189 (2009)","DOI":"10.1109\/ICDMW.2009.47"},{"key":"396_CR24","doi-asserted-by":"crossref","unstructured":"Denoyer, L., Gallinari, P.: A ranking based model for automatic image annotation in a social network. In: ICWSM (2010)","DOI":"10.1609\/icwsm.v4i1.14045"},{"key":"396_CR25","doi-asserted-by":"crossref","unstructured":"Han, Y., Wu, F., Zhuang, Y.: Multi-label image annotation by structural grouping sparsity. In: Social Media Modeling and Computing, pp. 97\u2013118 (2011)","DOI":"10.1007\/978-0-85729-436-4_5"},{"key":"396_CR26","doi-asserted-by":"crossref","unstructured":"Joshi, D., Luo, J., Yu, J., Lei, P., Gallagher, A.C.: Using geotags to derive rich tag-clouds for image annotation. In: Social Media Modeling and Computing, pp. 239\u2013256 (2011)","DOI":"10.1007\/978-0-85729-436-4_11"},{"issue":"1","key":"396_CR27","doi-asserted-by":"crossref","first-page":"363","DOI":"10.1109\/TIP.2012.2202676","volume":"22","author":"Y Gao","year":"2013","unstructured":"Gao, Y., Wang, M., Zha, Z., Shen, J., Li, X., Wu, X.: Visual-textual joint relevance learning for tag-based social image search. IEEE Trans. Image Process. 22(1), 363\u2013373 (2013)","journal-title":"IEEE Trans. Image Process."},{"key":"396_CR28","doi-asserted-by":"crossref","unstructured":"Blei, D., Ng, A., Jordan, M.: Latent dirichlet allocation. In: NIPS (2001)","DOI":"10.7551\/mitpress\/1120.003.0082"},{"key":"396_CR29","unstructured":"Balamurali, A., Mukherjee, S., Malu, A., Bhattacharyya, P.: Leveraging sentiment to compute word similarity. In: CoRR (2012)"},{"issue":"9","key":"396_CR30","doi-asserted-by":"crossref","first-page":"1627","DOI":"10.1109\/TPAMI.2009.167","volume":"32","author":"PF Felzenszwalb","year":"2010","unstructured":"Felzenszwalb, P.F., Girshick, R.B., McAllester, D.A., Ramanan, D.: Object detection with discriminatively trained part-based models. IEEE Trans. PAMI 32(9), 1627\u20131645 (2010)","journal-title":"IEEE Trans. PAMI"},{"issue":"2","key":"396_CR31","doi-asserted-by":"crossref","first-page":"137","DOI":"10.1023\/B:VISI.0000013087.49260.fb","volume":"57","author":"PA Viola","year":"2004","unstructured":"Viola, P.A., Jones, M.J.: Robust real-time face detection. Int. J. Comput. Vis. 57(2), 137\u2013154 (2004)","journal-title":"Int. J. Comput. Vis."},{"key":"396_CR32","doi-asserted-by":"crossref","unstructured":"Sang, J., Xu, C.: Right buddy makes the difference: an early exploration of social relation analysis in multimedia applications. In: ACM Multimedia, pp. 19\u201328 (2012)","DOI":"10.1145\/2393347.2393358"},{"issue":"4","key":"396_CR33","doi-asserted-by":"crossref","first-page":"2282","DOI":"10.1109\/TIP.2011.2176950","volume":"21","author":"R Ji","year":"2012","unstructured":"Ji, R., Yao, H., Liu, W., Sun, X., Tian, Q.: Task-dependent visual-codebook compression. IEEE Trans. Image Process. 21(4), 2282\u20132293 (2012)","journal-title":"IEEE Trans. Image Process."},{"key":"396_CR34","unstructured":"Yang, J., Yu, K., Gong, Y., Huang, T.: Linear spatial pyramid matching using sparse coding for image classification. In: CVPR (2009)"},{"issue":"2","key":"396_CR35","doi-asserted-by":"crossref","first-page":"292","DOI":"10.1016\/j.cviu.2011.10.009","volume":"116","author":"G Sanrom\u00e0","year":"2012","unstructured":"Sanrom\u00e0, G., Alqu\u00e9zar, R., Serratosa, F.: A new graph matching method for point-set correspondence using the em algorithm and softassign. Comput. Vis. Image Underst. 116(2), 292\u2013304 (2012)","journal-title":"Comput. Vis. Image Underst."},{"key":"396_CR36","unstructured":"Pan, S.J., Kwok, J., Yang, Q.: Transfer learning via dimensionality reduction. In: AAAI (2008)"},{"key":"396_CR37","doi-asserted-by":"crossref","unstructured":"Taylor, M.E., Stone, P.: Cross-domain transfer for reinforcement learning. In: ICML, pp. 879\u2013886 (2007)","DOI":"10.1145\/1273496.1273607"},{"issue":"3","key":"396_CR38","doi-asserted-by":"crossref","first-page":"465","DOI":"10.1109\/TPAMI.2011.114","volume":"34","author":"L Duan","year":"2012","unstructured":"Duan, L., Tsang, I., Xu, D.: Domain transfer multiple kernel learning. IEEE Trans. Pattern Anal. Mach. Intell. 34(3), 465\u2013479 (2012)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"396_CR39","first-page":"27","volume":"5","author":"G Lanckriet","year":"2004","unstructured":"Lanckriet, G., Cristianini, N., Bartlett, P., Ghaoui, L., Jordan, M.: Learning the kernel matrix with semidefinite programming. J. Mach. Learn. Res. 5, 27\u201372 (2004)","journal-title":"J. Mach. Learn. Res."},{"key":"396_CR40","doi-asserted-by":"crossref","first-page":"30","DOI":"10.1016\/j.neucom.2012.01.035","volume":"89","author":"X Liu","year":"2012","unstructured":"Liu, X., Wang, L., Yin, J., Liu, L.: Incorporation of radius-info can be simple with simplemkl. Neurocomputing 89, 30\u201338 (2012)","journal-title":"Neurocomputing"},{"key":"396_CR41","first-page":"1531","volume":"7","author":"S Sonnenburg","year":"2006","unstructured":"Sonnenburg, S., R\u00e4tsch, G., Sch\u00e4fer, C., Sch\u00f6lkopf, B.: Large scale multiple kernel learning. J. Mach. Learn. Res 7, 1531\u20131565 (2006)","journal-title":"J. Mach. Learn. Res"},{"key":"396_CR42","first-page":"31","volume":"7","author":"R Ji","year":"2011","unstructured":"Ji, R., Gao, Y., Zhong, B., Yao, H., Tian, Q.: Mining flickr landmarks by modeling reconstruction sparsity. TOMCCAP 7, 31 (2011)","journal-title":"TOMCCAP"},{"key":"396_CR43","doi-asserted-by":"crossref","unstructured":"Dalal, N., Triggs, B.: Histograms of oriented gradients for human detection. In: CVPR, vol. 1, pp. 886\u2013893 (2005)","DOI":"10.1109\/CVPR.2005.177"},{"key":"396_CR44","unstructured":"M\u00e4enp\u00e4\u00e4, T., Ojala, T., Pietik\u00e4inen, M., Soriano, M.: Robust texture classification by subsets of local binary patterns. In: ICPR (2000)"},{"key":"396_CR45","doi-asserted-by":"crossref","unstructured":"Zhang, W., Lu, Y., Xue, X., Fan, J.: Automatic image annotation with weakly labeled dataset. In: ACM Multimedia, pp. 1185\u20131188 (2011)","DOI":"10.1145\/2072298.2071970"},{"key":"396_CR46","unstructured":"Liu, X., Gao, Y., Ji, R., Chang, S., Huang, T. S.: Localizing web videos from heterogeneous images. In: AAAI (late-breaking developments) (2013)"},{"key":"396_CR47","doi-asserted-by":"crossref","unstructured":"Gao, Y., Dai, Q.: Clip based video summarization and ranking. In: CIVR, pp. 135\u2013140 (2008)","DOI":"10.1145\/1386352.1386375"}],"container-title":["Multimedia Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00530-014-0396-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00530-014-0396-7\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00530-014-0396-7","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,5,27]],"date-time":"2024-05-27T21:45:53Z","timestamp":1716846353000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00530-014-0396-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,6,17]]},"references-count":47,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2016,7]]}},"alternative-id":["396"],"URL":"https:\/\/doi.org\/10.1007\/s00530-014-0396-7","relation":{},"ISSN":["0942-4962","1432-1882"],"issn-type":[{"value":"0942-4962","type":"print"},{"value":"1432-1882","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,6,17]]}}}