{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,31]],"date-time":"2025-05-31T15:10:03Z","timestamp":1748704203545,"version":"3.41.0"},"reference-count":26,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2015,11,25]],"date-time":"2015-11-25T00:00:00Z","timestamp":1448409600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100001809","name":"Natural Science Foundation of China","doi-asserted-by":"crossref","award":["11176016"],"award-info":[{"award-number":["11176016"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100001809","name":"Natural Science Foundation of China","doi-asserted-by":"crossref","award":["60872117"],"award-info":[{"award-number":["60872117"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100013286","name":"Specialized Research Fund for the Doctoral Program of Higher Education","doi-asserted-by":"crossref","award":["20123108110014"],"award-info":[{"award-number":["20123108110014"]}],"id":[{"id":"10.13039\/501100013286","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Multimed Tools Appl"],"published-print":{"date-parts":[[2017,1]]},"DOI":"10.1007\/s11042-015-3043-1","type":"journal-article","created":{"date-parts":[[2015,11,25]],"date-time":"2015-11-25T09:15:38Z","timestamp":1448442938000},"page":"913-929","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Learning and intelligence can happen everywhere, a case study: learning via Non-uniform 1D rulers with applications in image classification and recognition"],"prefix":"10.1007","volume":"76","author":[{"given":"Yizhen","family":"Huang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yepeng","family":"Guan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,11,25]]},"reference":[{"issue":"1","key":"3043_CR1","doi-asserted-by":"crossref","first-page":"121","DOI":"10.1109\/TPAMI.2014.2343234","volume":"37","author":"R Cabral","year":"2015","unstructured":"Cabral R, De la Torre F, Costeira JP, Bernardino A (2015) Matrix completion for weakly-supervised multilabel image classification. IEEE Transactions on Pattern Analysis and Machine Intelligence 37(1):121\u2013135","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"issue":"27","key":"3043_CR2","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/1961189.1961199","volume":"2","author":"CC Chang","year":"2011","unstructured":"Chang CC, Lin CJ (2011) LIBSVM: a library for support vector machines. ACM Trans Intell Syst Technol 2(27):1\u201327","journal-title":"ACM Trans Intell Syst Technol"},{"key":"3043_CR3","doi-asserted-by":"crossref","unstructured":"Chen G, Song Y, Wang F, Zhang C (2008) Semi-supervised Multi-label Learning by Solving a Sylvester Equation. SIAM Conference on Data Mining: 410\u2013419","DOI":"10.1137\/1.9781611972788.37"},{"key":"3043_CR4","unstructured":"Fan N (2011) Learning nonlinear distance functions using neural network for regression with application to robust human age estimation. ICCV:249\u2013254"},{"key":"3043_CR5","doi-asserted-by":"crossref","unstructured":"Gao S, Tsang I, Chia L, Zhao P (2010) Local features are not lonely \u2013 Laplacian sparse coding for image classification. CVPR:1\u20137","DOI":"10.1109\/CVPR.2010.5539943"},{"key":"3043_CR6","doi-asserted-by":"crossref","first-page":"181","DOI":"10.1016\/j.engappai.2014.08.004","volume":"37","author":"YP Guan","year":"2015","unstructured":"Guan YP, Huang YZ (2015) Multi-pose human head detection and tracking boosted by efficient human head validation using ellipse detection. Eng Appl Artif Intell 37:181\u2013193","journal-title":"Eng Appl Artif Intell"},{"issue":"4","key":"3043_CR7","doi-asserted-by":"crossref","first-page":"275","DOI":"10.1007\/s10825-006-0145-z","volume":"5","author":"Y Huang","year":"2006","unstructured":"Huang Y, Long Y (2006) Super-resolution using neural networks based on the optimal recovery theory. J Comput Electron 5(4):275\u2013281","journal-title":"J Comput Electron"},{"key":"3043_CR8","doi-asserted-by":"crossref","unstructured":"Ji S, Tang L, Yu S, Ye J (2008) Extracting shared subspace for multi-label classification. SIGKDD: 381\u2013389","DOI":"10.1145\/1401890.1401939"},{"key":"3043_CR9","doi-asserted-by":"crossref","unstructured":"Li L, Li F (2007) What, where and who? Classifying events by scene and object recognition. ICCV:1\u20138","DOI":"10.1109\/ICCV.2007.4408872"},{"key":"3043_CR10","doi-asserted-by":"crossref","unstructured":"Long Y, Huang Y (2006) Image based source camera identification using demosaicking. Proceedings of IEEE 8th Workshop on Multimedia Signal Processing, Victoria, Canada, pp. 419\u2013424.","DOI":"10.1109\/MMSP.2006.285343"},{"issue":"1","key":"3043_CR11","doi-asserted-by":"crossref","first-page":"51","DOI":"10.1016\/S0004-3702(02)00359-4","volume":"143","author":"SA Macskassy","year":"2003","unstructured":"Macskassy SA, Hirsh H, Banerjee A, Dayanik AA (2003) Converting numerical classification into text classification. Artif Intell 143(1):51\u201377","journal-title":"Artif Intell"},{"key":"3043_CR12","unstructured":"Naphade M, Kennedy L, Kender J, Chang S, Smith J, Over P, Hauptmann A (2005) LSCOM-lite: A light scale concept ontology for multimedia understanding for TRECVID 2005. IBM Research Tech Report RC23612(W0505-104)"},{"issue":"1","key":"3043_CR13","doi-asserted-by":"crossref","first-page":"157","DOI":"10.1007\/s11263-007-0090-8","volume":"77","author":"B Russell","year":"2008","unstructured":"Russell B, Torralba A, Murphy K, Freeman W (2008) LabelMe: a database and web-based tool for image annotation. Int J Comput Vis 77(1):157\u2013173","journal-title":"Int J Comput Vis"},{"key":"3043_CR14","volume-title":"Introduction to multidimensional scaling","author":"SS Schiffman","year":"1981","unstructured":"Schiffman SS, Reynolds ML, Young FW (1981) Introduction to multidimensional scaling. Academic Press, NY"},{"key":"3043_CR15","doi-asserted-by":"crossref","first-page":"625","DOI":"10.1080\/10556789908805766","volume":"11","author":"JF Sturm","year":"1999","unstructured":"Sturm JF (1999) Using sedumi 1.02, a matlab toolbox for optimization over symmetric cones. Optimization Methods and Software 11:625\u2013653","journal-title":"Optimization Methods and Software"},{"issue":"3","key":"3043_CR16","doi-asserted-by":"crossref","first-page":"1028","DOI":"10.1109\/TIP.2014.2298978","volume":"23","author":"FM Sun","year":"2014","unstructured":"Sun FM, Tang JH, Li HJ, Qi GJ, Huang TS (2014) Multi-label image categorization with sparse factor representation. IEEE Trans Image Process 23(3):1028\u20131037","journal-title":"IEEE Trans Image Process"},{"key":"3043_CR17","doi-asserted-by":"crossref","unstructured":"Wang C, Blei D, Li F (2009a) Simultaneous image classification and annotation, CVPR, pp. 1903--1910","DOI":"10.1109\/CVPR.2009.5206800"},{"key":"3043_CR18","doi-asserted-by":"crossref","unstructured":"Wang H, Huang H, Ding C (2009b) Image annotation using multi-label correlated green\u2019s function. ICCV, pp: 2029\u20132034","DOI":"10.1109\/ICCV.2009.5459447"},{"key":"3043_CR19","unstructured":"Weinberger K, Blitzer J, Saul L (2006) Distance metric learning for large margin nearest neighbor classification. NIPS: 1475\u20131482"},{"key":"3043_CR20","doi-asserted-by":"crossref","unstructured":"Xiao B, Yang X, Xu Y, Zha H (2009) Learning distance metric for regression by semidefinite programming with application to human age estimation. ACM MM:451\u2013460","DOI":"10.1145\/1631272.1631334"},{"key":"3043_CR21","unstructured":"Yang L, Jin R (2006) Distance metric learning: a comprehensive survey, Technical report, Michigan State University. http:\/\/www.cs.cmu.edu\/~liuy\/frame_survey_v2.pdf"},{"key":"3043_CR22","doi-asserted-by":"crossref","unstructured":"Yu K, Yu SP, Tresp V (2005) Multi-label informed latent semantic indexing. SIGIR: 258\u2013265","DOI":"10.1145\/1076034.1076080"},{"issue":"2","key":"3043_CR23","doi-asserted-by":"crossref","first-page":"97","DOI":"10.1016\/j.jvcir.2008.11.009","volume":"20","author":"ZJ Zha","year":"2009","unstructured":"Zha ZJ, Mei T, Wang J, Wang Z, Hua XS (2009) Graph-based semi-supervised learning with multiple labels. J Vis Commun Image Represent 20(2):97\u2013103","journal-title":"J Vis Commun Image Represent"},{"issue":"4","key":"3043_CR24","doi-asserted-by":"crossref","first-page":"1465","DOI":"10.1109\/TIP.2011.2175739","volume":"21","author":"GY Zhao","year":"2012","unstructured":"Zhao GY, Ahonen T, Matas J, Pietikainen M (2012) Rotation-invariant image and video description with local binary pattern features. IEEE Trans Image Process 21(4):1465\u20131477","journal-title":"IEEE Trans Image Process"},{"key":"3043_CR25","unstructured":"Zhou DY, Bousquet O, Lal TN,Weston J, Scholkopf B (2004) Learning with local and global consistency, NIPS"},{"key":"3043_CR26","unstructured":"Zhu XJ, Ghahramani Z, Lafferty J (2003) Semi-supervised learning using Gaussian fields and harmonic functions. ICML: 912\u2013919"}],"container-title":["Multimedia Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-015-3043-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11042-015-3043-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-015-3043-1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-015-3043-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,31]],"date-time":"2025-05-31T14:31:33Z","timestamp":1748701893000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11042-015-3043-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,11,25]]},"references-count":26,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2017,1]]}},"alternative-id":["3043"],"URL":"https:\/\/doi.org\/10.1007\/s11042-015-3043-1","relation":{},"ISSN":["1380-7501","1573-7721"],"issn-type":[{"type":"print","value":"1380-7501"},{"type":"electronic","value":"1573-7721"}],"subject":[],"published":{"date-parts":[[2015,11,25]]}}}