{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T07:23:43Z","timestamp":1740122623458,"version":"3.37.3"},"reference-count":34,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2018,8,14]],"date-time":"2018-08-14T00:00:00Z","timestamp":1534204800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100002809","name":"Generalitat de Catalunya","doi-asserted-by":"publisher","award":["CERCA Programme"],"award-info":[{"award-number":["CERCA Programme"]}],"id":[{"id":"10.13039\/501100002809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"FEDER","award":["TIN2014-52072-P"],"award-info":[{"award-number":["TIN2014-52072-P"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Math Imaging Vis"],"published-print":{"date-parts":[[2019,3]]},"DOI":"10.1007\/s10851-018-0837-6","type":"journal-article","created":{"date-parts":[[2018,8,14]],"date-time":"2018-08-14T10:37:15Z","timestamp":1534243035000},"page":"331-351","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Feature Extraction by Using Dual-Generalized Discriminative Common Vectors"],"prefix":"10.1007","volume":"61","author":[{"given":"Katerine","family":"Diaz-Chito","sequence":"first","affiliation":[]},{"given":"Jes\u00fas","family":"Mart\u00ednez\u00a0del\u00a0Rinc\u00f3n","sequence":"additional","affiliation":[]},{"given":"Mar\u00e7al","family":"Rusi\u00f1ol","sequence":"additional","affiliation":[]},{"given":"Aura","family":"Hern\u00e1ndez-Sabat\u00e9","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,8,14]]},"reference":[{"key":"837_CR1","doi-asserted-by":"publisher","first-page":"1205","DOI":"10.1016\/j.neucom.2015.07.093","volume":"171","author":"B Chandra","year":"2016","unstructured":"Chandra, B., Sharma, R.K.: Fast learning in deep neural networks. Neurocomputing 171, 1205\u20131215 (2016). \n                    https:\/\/doi.org\/10.1016\/j.neucom.2015.07.093","journal-title":"Neurocomputing"},{"issue":"11","key":"837_CR2","doi-asserted-by":"publisher","first-page":"2716","DOI":"10.1109\/TNNLS.2015.2391201","volume":"26","author":"D Chu","year":"2015","unstructured":"Chu, D., Liao, L., Ng, M., Wang, X.: Incremental linear discriminant analysis: a fast algorithm and comparisons. IEEE Trans. Neural Netw. Learn. Syst. 26(11), 2716\u20132735 (2015)","journal-title":"IEEE Trans. Neural Netw. Learn. Syst."},{"key":"837_CR3","unstructured":"Deng, J., Dong, W., Socher, R., Li, L.-J., Li, K., Fei-Fei, L.: Imagenet: a large-scale hierarchical image database. In: IEEE Conference on Computer Vision and Pattern Recognition, 2009. CVPR 2009, pp. 248\u2013255. IEEE (2009)"},{"key":"837_CR4","doi-asserted-by":"publisher","first-page":"313","DOI":"10.1007\/978-3-642-21257-4_39","volume-title":"Pattern Recognition and Image Analysis","author":"K Diaz-Chito","year":"2011","unstructured":"Diaz-Chito, K., Ferri, F.J., D\u00edaz-Villanueva, W.: Null space based image recognition using incremental eigendecomposition. In: Vitri\u00e1, J., Sanches, J.M., Hern\u00e1ndez, M. (eds.) Pattern Recognition and Image Analysis, vol. 6669, pp. 313\u2013320. Springer, Berlin, Heidelberg (2011)"},{"issue":"8","key":"837_CR5","doi-asserted-by":"publisher","first-page":"1761","DOI":"10.1109\/TNNLS.2014.2356856","volume":"26","author":"K Diaz-Chito","year":"2015","unstructured":"Diaz-Chito, K., Ferri, F., Diaz-Villanueva, W.: Incremental generalized discriminative common vectors for image classification. IEEE Trans. Neural Netw. Learn. Syst. 26(8), 1761\u20131775 (2015)","journal-title":"IEEE Trans. Neural Netw. Learn. Syst."},{"key":"837_CR6","doi-asserted-by":"crossref","unstructured":"Duan, G., Chen, Y.: Batch-incremental principal component analysis with exact mean update. In: 2011 18th IEEE International Conference on Image Processing (ICIP), pp. 1397\u20131400 (2011)","DOI":"10.1109\/ICIP.2011.6115700"},{"key":"837_CR7","doi-asserted-by":"crossref","unstructured":"Ferri, F., Diaz, K., D\u00edaz, W.: Efficient dimensionality reduction on undersampled problems through incremental discriminative common vectors. In: The 10th IEEE International Conference on Data Mining Workshops, ICDM Workshops, pp. 1159\u20131166 (2010)","DOI":"10.1109\/ICDMW.2010.50"},{"key":"837_CR8","first-page":"368","volume":"8228","author":"F Ferri","year":"2013","unstructured":"Ferri, F., Diaz-Chito, K., Diaz-Villanueva, W.: Fast approximated discriminative common vectors using rank-one SVD updates. Neural Inf. Process. 8228, 368\u2013375 (2013)","journal-title":"Neural Inf. Process."},{"issue":"1","key":"837_CR9","doi-asserted-by":"publisher","first-page":"149","DOI":"10.1109\/TSMCA.2007.909557","volume":"38","author":"W Gao","year":"2008","unstructured":"Gao, W., Cao, B., Shan, S., Chen, X., Zhou, D., Zhang, X., Zhao, D.: The CAS-PEAL large-scale Chinese face database and baseline evaluations. IEEE Trans. Syst. Man Cybern. A Syst. Hum. 38(1), 149\u2013161 (2008)","journal-title":"IEEE Trans. Syst. Man Cybern. A Syst. Hum."},{"key":"837_CR10","doi-asserted-by":"crossref","unstructured":"Hall, P., Marshall, D., Martin, R.: Incremental eigenanalysis for classification. In: British Machine Vision Conference, pp. 286\u2013295 (1998)","DOI":"10.5244\/C.12.29"},{"issue":"9","key":"837_CR11","doi-asserted-by":"publisher","first-page":"1042","DOI":"10.1109\/34.877525","volume":"22","author":"P Hall","year":"2000","unstructured":"Hall, P., Marshall, D., Martin, R.: Merging and splitting eigenspace models. IEEE Trans. Pattern Anal. Mach. Intell. 22(9), 1042\u20131049 (2000)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"837_CR12","first-page":"21","volume":"429451","author":"B Jin","year":"2014","unstructured":"Jin, B., Jing, Z., Zhao, H.: EVD dualdating based online subspace learning. Math. Probl. Eng. 429451, 21 (2014)","journal-title":"Math. Probl. Eng."},{"key":"837_CR13","unstructured":"Kim, T., Kenneth, K., Stenger, B., Kittler, J., Cipolla, R.: Incremental linear discriminant analysis using sufficient spanning set approximations. In: IEEE Conference on Computer Vision and Pattern Recognition, 2007. CVPR \u201907, pp. 1\u20138 (2007)"},{"issue":"2","key":"837_CR14","doi-asserted-by":"publisher","first-page":"216","DOI":"10.1007\/s11263-010-0381-3","volume":"91","author":"T Kim","year":"2011","unstructured":"Kim, T., Stenger, B., Kittler, J., Cipolla, R.: Incremental linear discriminant analysis using sufficient spanning sets and its applications. Int. J. Comput. Vis. 91(2), 216\u2013232 (2011)","journal-title":"Int. J. Comput. Vis."},{"key":"837_CR15","unstructured":"Krizhevsky, A., Sutskever, I., Hinton, G.E.: ImageNet classification with deep convolutional neural networks. In: Bartlett, P.L., Pereira, F.C.N., Burges, C.J.C., Bottou, L., Weinberger, K.Q. (eds.) Proceedings of the 25th International Conference on Neural Information Processing Systems (NIPS\u201912), vol. 1, pp. 1097\u20131105. Curran Associates Inc., Lake Tahoe, NV (2012)"},{"key":"837_CR16","doi-asserted-by":"publisher","first-page":"1509","DOI":"10.1016\/j.patcog.2003.11.010","volume":"37","author":"Y Li","year":"2004","unstructured":"Li, Y.: On incremental and robust subspace learning. Pattern Recognit. 37, 1509\u20131518 (2004)","journal-title":"Pattern Recognit."},{"key":"837_CR17","unstructured":"Liu, L., Jiang, Y., Zhou, Z.: Least square incremental linear discriminant analysis. In: Ninth IEEE International Conference on Data Mining, 2009. ICDM \u201909, pp. 298\u2013306 (2009)"},{"issue":"7","key":"837_CR18","doi-asserted-by":"publisher","first-page":"2510","DOI":"10.1016\/j.patcog.2012.01.018","volume":"45","author":"G Lu","year":"2012","unstructured":"Lu, G., Zou, J., Wang, Y.: Incremental complete LDA for face recognition. Pattern Recognit. 45(7), 2510\u20132521 (2012)","journal-title":"Pattern Recognit."},{"issue":"22","key":"837_CR19","first-page":"11269","volume":"218","author":"G Lu","year":"2012","unstructured":"Lu, G., Zou, J., Wang, Y.: Incremental learning of discriminant common vectors for feature extraction. Appl. Math. Comput. 218(22), 11269\u201311278 (2012)","journal-title":"Appl. Math. Comput."},{"key":"837_CR20","unstructured":"Martinez, A., Benavente, R.: The AR face database. Technical report 24, Computer Vision Center CVC (1998)"},{"key":"837_CR21","unstructured":"Nene, S., Nayar, S., Murase, H.: Columbia object image library (coil-20). Technical report (1996)"},{"issue":"6","key":"837_CR22","doi-asserted-by":"publisher","first-page":"1061","DOI":"10.1109\/TNN.2007.2000059","volume":"19","author":"S Ozawa","year":"2008","unstructured":"Ozawa, S., Pang, S., Kasabov, N.: Incremental learning of chunk data for online pattern classification systems. IEEE Trans. Neural Netw. 19(6), 1061\u20131074 (2008)","journal-title":"IEEE Trans. Neural Netw."},{"issue":"2","key":"837_CR23","doi-asserted-by":"publisher","first-page":"552","DOI":"10.1109\/TSMCB.2011.2169056","volume":"42","author":"S Pang","year":"2012","unstructured":"Pang, S., Ban, T., Kadobayashi, Y., Kasabov, N.K.: LDA merging and splitting with applications to multiagent cooperative learning and system alteration. IEEE Trans. Syst. Man Cybern. B (Cybern.) 42(2), 552\u2013564 (2012)","journal-title":"IEEE Trans. Syst. Man Cybern. B (Cybern.)"},{"issue":"5","key":"837_CR24","doi-asserted-by":"publisher","first-page":"905","DOI":"10.1109\/TSMCB.2005.847744","volume":"35","author":"S Pang","year":"2005","unstructured":"Pang, S., Ozawa, S., Kasabov, N.: Incremental linear discriminant analysis for classification of data streams. IEEE Trans. Syst. Man Cybern. B 35(5), 905\u2013914 (2005)","journal-title":"IEEE Trans. Syst. Man Cybern. B"},{"key":"837_CR25","doi-asserted-by":"crossref","unstructured":"Peng, Y., Pang, S., Chen, G., Sarrafzadeh, A., Ban, T., Inoue, D.: Chunk incremental IDR\/QR LDA learning. In: The 2013 International Joint Conference on Neural Networks (IJCNN), pp. 1\u20138 (2013)","DOI":"10.1109\/IJCNN.2013.6707018"},{"issue":"5","key":"837_CR26","doi-asserted-by":"publisher","first-page":"295","DOI":"10.1016\/S0262-8856(97)00070-X","volume":"16","author":"J Phillips","year":"1998","unstructured":"Phillips, J., Wechsler, H., Huang, J., Rauss, P.: The FERET database and evaluation procedure for face-recognition algorithms. Image Vis. Comput. 16(5), 295\u2013306 (1998)","journal-title":"Image Vis. Comput."},{"issue":"1","key":"837_CR27","doi-asserted-by":"publisher","first-page":"318","DOI":"10.1016\/j.patcog.2009.05.020","volume":"43","author":"C Ren","year":"2010","unstructured":"Ren, C., Dai, D.: Incremental learning of bidirectional principal components for face recognition. Pattern Recognit. 43(1), 318\u2013330 (2010)","journal-title":"Pattern Recognit."},{"issue":"1\u20133","key":"837_CR28","doi-asserted-by":"publisher","first-page":"125","DOI":"10.1007\/s11263-007-0075-7","volume":"77","author":"D Ross","year":"2008","unstructured":"Ross, D., Lim, J., Lin, R., Yang, M.: Incremental learning for robust visual tracking. Int. J. Comput. Vis. 77(1\u20133), 125\u2013141 (2008)","journal-title":"Int. J. Comput. Vis."},{"key":"837_CR29","unstructured":"Sim, T., Baker, S., Bsat, M.: The CMU pose, illumination, and expression (PIE) database. In: Proceedings of the 5th International Conference on Automatic Face and Gesture Recognition (2002)"},{"key":"837_CR30","doi-asserted-by":"crossref","unstructured":"Uray, M., Skocaj, D., Roth, P.M., Bischof, H., Leonardis, A.: Incremental LDA learning by combining reconstructive and discriminative approaches. In: Proceedings of the British Machine Vision Conference, pp. 44.1\u201344.10 (2007)","DOI":"10.5244\/C.21.44"},{"issue":"16","key":"837_CR31","first-page":"181","volume":"5","author":"X Zeng","year":"2013","unstructured":"Zeng, X., Li, G.: Covariance free incremental principal component analysis with exact mean update. J. Comput. Inf. Syst. 5(16), 181\u2013192 (2013)","journal-title":"J. Comput. Inf. Syst."},{"issue":"1","key":"837_CR32","doi-asserted-by":"publisher","first-page":"210","DOI":"10.1109\/TSMCB.2007.908870","volume":"38","author":"H Zhao","year":"2008","unstructured":"Zhao, H., Yuen, P.: Incremental linear discriminant analysis for face recognition. IEEE Trans. Syst. Man Cybern. B 38(1), 210\u2013221 (2008)","journal-title":"IEEE Trans. Syst. Man Cybern. B"},{"key":"837_CR33","doi-asserted-by":"publisher","first-page":"873","DOI":"10.1109\/TSMCB.2006.870645","volume":"36","author":"H Zhao","year":"2006","unstructured":"Zhao, H., Yuen, P., Kwok, J.T.: A novel incremental principal component analysis and its application for face recognition. IEEE Trans. Syst. Man Cybern. B 36, 873\u2013886 (2006)","journal-title":"IEEE Trans. Syst. Man Cybern. B"},{"issue":"3","key":"837_CR34","doi-asserted-by":"publisher","first-page":"418","DOI":"10.1109\/TIFS.2009.2025844","volume":"4","author":"W Zheng","year":"2009","unstructured":"Zheng, W., Tang, X.: Fast algorithm for updating the discriminant vectors of dual-space LDA. IEEE Trans. Inf. Forensics Secur. 4(3), 418\u2013427 (2009)","journal-title":"IEEE Trans. Inf. Forensics Secur."}],"container-title":["Journal of Mathematical Imaging and Vision"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10851-018-0837-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10851-018-0837-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10851-018-0837-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,22]],"date-time":"2019-09-22T05:37:27Z","timestamp":1569130647000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10851-018-0837-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,8,14]]},"references-count":34,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2019,3]]}},"alternative-id":["837"],"URL":"https:\/\/doi.org\/10.1007\/s10851-018-0837-6","relation":{},"ISSN":["0924-9907","1573-7683"],"issn-type":[{"type":"print","value":"0924-9907"},{"type":"electronic","value":"1573-7683"}],"subject":[],"published":{"date-parts":[[2018,8,14]]},"assertion":[{"value":"11 October 2017","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"28 July 2018","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"14 August 2018","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}