{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,2]],"date-time":"2026-04-02T15:46:26Z","timestamp":1775144786495,"version":"3.50.1"},"reference-count":40,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2011,8,24]],"date-time":"2011-08-24T00:00:00Z","timestamp":1314144000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Neural Process Lett"],"published-print":{"date-parts":[[2011,12]]},"DOI":"10.1007\/s11063-011-9197-6","type":"journal-article","created":{"date-parts":[[2011,8,23]],"date-time":"2011-08-23T18:54:06Z","timestamp":1314125646000},"page":"259-275","source":"Crossref","is-referenced-by-count":13,"title":["Feature Fusion Using Multiple Component Analysis"],"prefix":"10.1007","volume":"34","author":[{"given":"Shudong","family":"Hou","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Quansen","family":"Sun","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Deshen","family":"Xia","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2011,8,24]]},"reference":[{"key":"9197_CR1","unstructured":"Liu M, Fu Y, Huang TS (2008) An audio-visual fusion framework with joint dimensionality reduction. In: Proceedings of IEEE international conference on acoustics, speech and signal processing (ICASSP)"},{"key":"9197_CR2","doi-asserted-by":"crossref","DOI":"10.1002\/0471660264","volume-title":"Combining pattern classification, methods and algorithms","author":"LI Kuncheva","year":"2004","unstructured":"Kuncheva LI (2004) Combining pattern classification, methods and algorithms. Wiley, New York"},{"issue":"2","key":"9197_CR3","doi-asserted-by":"crossref","first-page":"3549","DOI":"10.1016\/j.sigpro.2006.02.045","volume":"86","author":"HE Ceting\u00fcl","year":"2008","unstructured":"Ceting\u00fcl HE, Erzin E, Yemez Y, Tekalp AM (2008) Multimodal speaker\/speech recognition using lip motion, lip texture and audio. Signal Process 86(2): 3549\u20133558","journal-title":"Signal Process"},{"issue":"12","key":"9197_CR4","doi-asserted-by":"crossref","first-page":"2927","DOI":"10.1016\/j.sigpro.2008.06.018","volume":"88","author":"L Ai","year":"2008","unstructured":"Ai L, Wang J, Wang X (2008) Multi-feature fusion diagnosis of tremor based on artificial neural network and D-S evidence theory. Signal Process 88(12): 2927\u20132935","journal-title":"Signal Process"},{"issue":"8","key":"9197_CR5","doi-asserted-by":"crossref","first-page":"2882","DOI":"10.1016\/j.patcog.2010.03.003","volume":"43","author":"Z Liu","year":"2010","unstructured":"Liu Z, Liu C (2010) Fusion of color, local spatial and global frequency information for face recognition. Pattern Recognit 43(8): 2882\u20132890","journal-title":"Pattern Recognit"},{"key":"9197_CR6","unstructured":"Nadal C, Legault R, Suen CY (1990) Complementary algorithms for the recognition of totally unconstrained handwritten numerals. In: Proceedings of the 10th international conference on pattern recognition (ICPR)"},{"key":"9197_CR7","doi-asserted-by":"crossref","first-page":"315","DOI":"10.1016\/j.neucom.2005.03.001","volume":"68","author":"L Nanni","year":"2005","unstructured":"Nanni L (2005) Fusion of classifiers for protein fold recognition. Neurocomputing 68: 315\u2013321","journal-title":"Neurocomputing"},{"key":"9197_CR8","first-page":"27","volume":"5","author":"GRG Lanckriet","year":"2004","unstructured":"Lanckriet GRG, Cristianini N, Bartlett P, El Ghaoui L, Jordan MI (2004) Learning the kernel matrix with semidefinite programming. J Mach Learn Res 5: 27\u201372","journal-title":"J Mach Learn Res"},{"key":"9197_CR9","first-page":"249","volume":"9","author":"A Rakotomamonjy","year":"2008","unstructured":"Rakotomamonjy A, Bach FR, Canu S, Grandvalet Y (2008) SimpleMKL. J Mach Learn Res 9: 249\u2013252","journal-title":"J Mach Learn Res"},{"key":"9197_CR10","doi-asserted-by":"crossref","unstructured":"Gehler P, Nowozin S (2009) On feature combination for multiclass object classification. In: Proceedings of IEEE international conference on computer vision (ICCV)","DOI":"10.1109\/ICCV.2009.5459169"},{"issue":"1","key":"9197_CR11","doi-asserted-by":"crossref","first-page":"203","DOI":"10.1613\/jair.2005","volume":"27","author":"I Muslea","year":"2006","unstructured":"Muslea I, Minton S, Knoblock CA (2006) Active learning with multiple views. J Artif Intell Res 27(1): 203\u2013233","journal-title":"J Artif Intell Res"},{"key":"9197_CR12","doi-asserted-by":"crossref","unstructured":"Long B, Yu PS, Zhang Z (2008) A general model for multiple view unsupervised learning. In: Proceedings of 8th SIAM international conference on data mining (SDM)","DOI":"10.1137\/1.9781611972788.74"},{"issue":"6","key":"9197_CR13","doi-asserted-by":"crossref","first-page":"1438","DOI":"10.1109\/TSMCB.2009.2039566","volume":"40","author":"T Xia","year":"2010","unstructured":"Xia T, Tao D, Mei T, Zhang Y (2010) Multiview spectral embedding. IEEE Trans Syst Man Cybernet B 40(6): 1438\u20131446","journal-title":"IEEE Trans Syst Man Cybernet B"},{"issue":"1","key":"9197_CR14","doi-asserted-by":"crossref","first-page":"163","DOI":"10.1109\/TNN.2009.2036363","volume":"21","author":"B Sun","year":"2010","unstructured":"Sun B, Zhang X, Liu J, Mao X (2010) Feature fusion using locally linear embedding for classification. IEEE Trans Neural Netw 21(1): 163\u2013168","journal-title":"IEEE Trans Neural Netw"},{"issue":"3","key":"9197_CR15","doi-asserted-by":"crossref","first-page":"720","DOI":"10.1016\/j.patcog.2009.07.015","volume":"43","author":"C Hou","year":"2010","unstructured":"Hou C, Zhang C, Wu Y, Nie F (2010) Multiple view semi-supervised dimension reduction. Pattern Recognit 43(3): 720\u2013730","journal-title":"Pattern Recognit"},{"key":"9197_CR16","unstructured":"Yun F, Cao L, Guo G, Huang TS (2008) Multiple feature fusion by subspace learning. In: Proceedings of ACM international conference on image and video retrieval (CIVR)"},{"issue":"1","key":"9197_CR17","doi-asserted-by":"crossref","first-page":"212","DOI":"10.1109\/TIP.2006.884929","volume":"16","author":"S Yan","year":"2007","unstructured":"Yan S, Xu D, Yang Q, Zhang L, Tang X, Zhang H (2007) Multilinear discriminant analysis for face recognition. IEEE Trans Image Process. 16(1): 212\u2013220","journal-title":"IEEE Trans Image Process."},{"issue":"10","key":"9197_CR18","doi-asserted-by":"crossref","first-page":"1700","DOI":"10.1109\/TPAMI.2007.1096","volume":"29","author":"D Tao","year":"2007","unstructured":"Tao D, Li X, Wu X, Maybank SJ (2007) General tensor discriminant analysis and Gabor features for gait recognition. IEEE Trans Pattern Anal Mach Intell 29(10): 1700\u20131714","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"1","key":"9197_CR19","doi-asserted-by":"crossref","first-page":"103","DOI":"10.1109\/TNN.2008.2004625","volume":"20","author":"H Lu","year":"2009","unstructured":"Lu H, Plataniotis KN, Venesanopoulos AN (2009) Uncorrelated multilinear discriminant analysis with regularization and aggregation for tensor object recognition. IEEE Trans Neural Netw 20(1): 103\u2013123","journal-title":"IEEE Trans Neural Netw"},{"issue":"11","key":"9197_CR20","doi-asserted-by":"crossref","first-page":"1820","DOI":"10.1109\/TNN.2009.2031144","volume":"20","author":"H Lu","year":"2009","unstructured":"Lu H, Plataniotis KN, Venesanopoulos AN (2009) Uncorrelated multilinear principal component analysis for unsupervised multilinear subsapce learning. IEEE Trans Neural Netw 20(11): 1820\u20131836","journal-title":"IEEE Trans Neural Netw"},{"key":"9197_CR21","doi-asserted-by":"crossref","first-page":"217","DOI":"10.1007\/s11263-007-0053-0","volume":"76","author":"H Wang","year":"2008","unstructured":"Wang H, Ahuja N (2008) A tensor approximation approach to dimensionality reduction. Int J Comput Vis 76: 217\u2013229","journal-title":"Int J Comput Vis"},{"key":"9197_CR22","doi-asserted-by":"crossref","unstructured":"Wang S-J, Yang J, Zhang N, Zhou C-G (2011) Tensor discriminant color space for face recognition. IEEE Trans Image Process. doi: 10.1109\/TIP.2011.2121084","DOI":"10.1109\/TIP.2011.2121084"},{"key":"9197_CR23","doi-asserted-by":"crossref","unstructured":"Alex M, Vasilescu O, Terzopoulos D (2002) Multilinear analysis of image ensembles: TensorFaces. In: Proceedings of the European conference on computer vision (ECCV)","DOI":"10.1007\/3-540-47969-4_30"},{"issue":"4","key":"9197_CR24","doi-asserted-by":"crossref","first-page":"1253","DOI":"10.1137\/S0895479896305696","volume":"21","author":"L Lathauwer","year":"2000","unstructured":"Lathauwer L, Moor B, Vandewalle J (2000) A multilinear singular value decomposition. SIAM J Matrix Anal Appl 21(4): 1253\u20131278","journal-title":"SIAM J Matrix Anal Appl"},{"key":"9197_CR25","unstructured":"Kim YD, Choi S (2007) Color face tensor factorization and slicing for illumination robust recognition. In: Proceedings of the international conference on biometrics"},{"key":"9197_CR26","unstructured":"De Lathauwe L, De Moor B, Vandewalle J (1994) Blind source separation by higher-order singular value decomposition. In: Proceedings of signal processing VII: theories and applications (EUSIPCO-94), Edinburgh, UK"},{"key":"9197_CR27","doi-asserted-by":"crossref","unstructured":"Sun QS, Jin Z, Heng PA, Xia DS (2005) A novel feature fusion method based on partial least squares regression. In: Proceedings of the third international conference on advances in pattern recognition. Lecture notes in computer science. Springer, Bath","DOI":"10.1007\/11551188_29"},{"key":"9197_CR28","unstructured":"Sun L, Ji S, Yu S, Ye J (2009) On the equivalence between canonical correlation analysis and orthonormalized partial least squares. In: IJCAI, pp 1230\u20131235"},{"key":"9197_CR29","unstructured":"Bader BW, Kolda TG (2010) MATLAB tensor toolbox, version 2.4. http:\/\/csmr.ca.sandia.gov\/~tgkolda\/TensorToolbox\/"},{"issue":"1","key":"9197_CR30","first-page":"369","volume":"22","author":"ZS Hu","year":"1999","unstructured":"Hu ZS, Lou Z, Yang JY, Liu K, Suen CY (1999) Handwrittern digital recognition basis on multi-classifier combination. Chin J Comput 22(1): 369\u2013374","journal-title":"Chin J Comput"},{"issue":"10","key":"9197_CR31","doi-asserted-by":"crossref","first-page":"959","DOI":"10.1109\/34.541406","volume":"18","author":"TS Lee","year":"1996","unstructured":"Lee TS (1996) Image representation using 2D Gabor wavelets. IEEE Trans Pattern Anal Mach Intell 18(10): 959\u2013971","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"3","key":"9197_CR32","doi-asserted-by":"crossref","first-page":"254","DOI":"10.1109\/34.485554","volume":"18","author":"SX Liao","year":"1996","unstructured":"Liao SX, Pawlak M (1996) On image analysis by moments. IEEE Trans Pattern Anal Mach Intell 18(3): 254\u2013266","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"4","key":"9197_CR33","doi-asserted-by":"crossref","first-page":"389","DOI":"10.1109\/34.491620","volume":"18","author":"RR Bailey","year":"1996","unstructured":"Bailey RR, Mandyam S (1996) Orthogonal moment feature for use with parametric and non-parametric classifiers. IEEE Trans Pattern Anal Mach Intell 18(4): 389\u2013398","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"5","key":"9197_CR34","doi-asserted-by":"crossref","first-page":"489","DOI":"10.1109\/34.55109","volume":"12","author":"K Alieza","year":"1990","unstructured":"Alieza K, Yawhua H (1990) Invariant image recognition by Zernike moments. IEEE Trans Pattern Anal Mach Intell 12(5): 489\u2013497","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"10","key":"9197_CR35","doi-asserted-by":"crossref","first-page":"1090","DOI":"10.1109\/34.879790","volume":"22","author":"PJ Phillips","year":"2000","unstructured":"Phillips PJ, Moon H, Rizvi SA, Rauss PJ (2000) The FERET evaluation methodology for face recognition algorithms. IEEE Trans Pattern Anal Mach Intell 22(10): 1090\u20131104","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"7","key":"9197_CR36","doi-asserted-by":"crossref","first-page":"971","DOI":"10.1109\/TPAMI.2002.1017623","volume":"24","author":"T Ojala","year":"2002","unstructured":"Ojala T, Pietikainen M, Maenpaa T (2002) Multiresolution gray-scale and rotation invariant texture classification with local binary patterns. IEEE Trans Pattern Anal Mach Intell 24(7): 971\u2013987","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"12","key":"9197_CR37","doi-asserted-by":"crossref","first-page":"2037","DOI":"10.1109\/TPAMI.2006.244","volume":"28","author":"T Ahonen","year":"2006","unstructured":"Ahonen T, Hadid A, Pietikainen M (2006) Face description with binary patterns: application to face recognition. IEEE Trans Pattern Anal Mach Intell 28(12): 2037\u20132041","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"9197_CR38","unstructured":"Yoshihiko H et\u00a0al (1996) Recognition of handwriting numerals using Gabor features. In: Proceedings of the thirteenth international conference on pattern recognition (ICPR)"},{"issue":"7","key":"9197_CR39","doi-asserted-by":"crossref","first-page":"1160","DOI":"10.1364\/JOSAA.2.001160","volume":"2","author":"JG Daugman","year":"1985","unstructured":"Daugman JG (1985) Uncertainty relation for resolution in space, spatial frequency, and orientation optimized by two-dimensional cortical filters. J Opt Soc Am 2(7): 1160\u20131169","journal-title":"J Opt Soc Am"},{"issue":"11","key":"9197_CR40","doi-asserted-by":"crossref","first-page":"1453","DOI":"10.1016\/j.patrec.2010.03.011","volume":"31","author":"C Tenllado","year":"2010","unstructured":"Tenllado C, Gomez JI, Setoain J, Mora D, Prieto M (2010) Improving face recognition by combination of natural and Gabor faces. Pattern Recognit Lett 31(11): 1453\u20131460","journal-title":"Pattern Recognit Lett"}],"container-title":["Neural Processing Letters"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11063-011-9197-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11063-011-9197-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11063-011-9197-6","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,14]],"date-time":"2019-06-14T09:06:57Z","timestamp":1560503217000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11063-011-9197-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011,8,24]]},"references-count":40,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2011,12]]}},"alternative-id":["9197"],"URL":"https:\/\/doi.org\/10.1007\/s11063-011-9197-6","relation":{},"ISSN":["1370-4621","1573-773X"],"issn-type":[{"value":"1370-4621","type":"print"},{"value":"1573-773X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2011,8,24]]}}}