{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T10:28:26Z","timestamp":1743071306766,"version":"3.40.3"},"publisher-location":"Cham","reference-count":25,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319518107"},{"type":"electronic","value":"9783319518114"}],"license":[{"start":{"date-parts":[[2016,12,31]],"date-time":"2016-12-31T00:00:00Z","timestamp":1483142400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-51811-4_26","type":"book-chapter","created":{"date-parts":[[2016,12,30]],"date-time":"2016-12-30T09:22:29Z","timestamp":1483089749000},"page":"316-328","source":"Crossref","is-referenced-by-count":1,"title":["Robust Image Classification via Low-Rank Double Dictionary Learning"],"prefix":"10.1007","author":[{"given":"Yi","family":"Rong","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shengwu","family":"Xiong","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yongsheng","family":"Gao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2016,12,31]]},"reference":[{"key":"26_CR1","doi-asserted-by":"crossref","unstructured":"Yang, M., Van Gool, L., Kong, H.: Sparse variation dictionary learning for face recognition with a single training sample per person. In: ICCV (2013)","DOI":"10.1109\/ICCV.2013.91"},{"key":"26_CR2","doi-asserted-by":"crossref","unstructured":"Yang, M., Zhang, L., Yang, J., Zhang, D.: Metaface learning for sparse representation based face recognition. In: ICIP (2010)","DOI":"10.1109\/ICIP.2010.5652363"},{"issue":"12","key":"26_CR3","doi-asserted-by":"crossref","first-page":"3450","DOI":"10.1109\/TBME.2012.2217493","volume":"59","author":"S Li","year":"2012","unstructured":"Li, S., Yin, H., Fang, L., Member, S.: Group-sparse representation with dictionary learning for medical image denoising and fusion. IEEE Trans. Biomed. Eng. 59(12), 3450\u20133459 (2012)","journal-title":"IEEE Trans. Biomed. Eng."},{"issue":"6","key":"26_CR4","doi-asserted-by":"crossref","first-page":"1045","DOI":"10.1109\/JPROC.2010.2040551","volume":"98","author":"R Rubinstein","year":"2010","unstructured":"Rubinstein, R., Bruckstein, A.M., Elad, M.: Dictionaries for sparse representation modeling. Proc. IEEE 98(6), 1045\u20131057 (2010)","journal-title":"Proc. IEEE"},{"issue":"6","key":"26_CR5","doi-asserted-by":"crossref","first-page":"1031","DOI":"10.1109\/JPROC.2010.2044470","volume":"98","author":"BJ Wright","year":"2010","unstructured":"Wright, B.J., Mairal, J., Sapiro, G., Huang, T.S., Yan, S.: Sparse representation for computer vision and pattern recognition. Proc. IEEE 98(6), 1031\u20131044 (2010)","journal-title":"Proc. IEEE"},{"issue":"2","key":"26_CR6","doi-asserted-by":"crossref","first-page":"210","DOI":"10.1109\/TPAMI.2008.79","volume":"31","author":"J Wright","year":"2009","unstructured":"Wright, J., Yang, A.Y., Ganesh, A., Sastry, S.S.: Robust face recognition via sparse representation. IEEE Trans. Pattern Anal. Mach. Intell. 31(2), 210\u2013227 (2009)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"11","key":"26_CR7","doi-asserted-by":"crossref","first-page":"4311","DOI":"10.1109\/TSP.2006.881199","volume":"54","author":"M Aharon","year":"2006","unstructured":"Aharon, M., Elad, M., Bruckstein, A.: K-SVD: an algorithm for designing overcomplete dictionaries for sparse representation. IEEE Trans. Signal Process. 54(11), 4311\u20134322 (2006)","journal-title":"IEEE Trans. Signal Process."},{"key":"26_CR8","doi-asserted-by":"crossref","unstructured":"Zhang, Q., Li, B.: Discriminative K-SVD for dictionary learning in face recognition. In: CVPR (2010)","DOI":"10.1109\/CVPR.2010.5539989"},{"issue":"11","key":"26_CR9","doi-asserted-by":"crossref","first-page":"2651","DOI":"10.1109\/TPAMI.2013.88","volume":"35","author":"Z Jiang","year":"2013","unstructured":"Jiang, Z., Lin, Z., Davis, L.S.: Label consistent K-SVD: learning a discriminative dictionary for recognition. IEEE Trans. Pattern Anal. Mach. Intell. 35(11), 2651\u20132664 (2013)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"26_CR10","doi-asserted-by":"crossref","unstructured":"Ramirez, I., Sprechmann, P., Sapiro, G.: Classification and clustering via dictionary learning with structured incoherence and shared features. In: CVPR (2010)","DOI":"10.1109\/CVPR.2010.5539964"},{"key":"26_CR11","doi-asserted-by":"crossref","unstructured":"Yang, M., Zhang, D., Feng, X.: Fisher discrimination dictionary learning for sparse representation. In: ICCV (2011)","DOI":"10.1109\/ICCV.2011.6126286"},{"key":"26_CR12","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"186","DOI":"10.1007\/978-3-642-33718-5_14","volume-title":"Computer Vision \u2013 ECCV 2012","author":"S Kong","year":"2012","unstructured":"Kong, S., Wang, D.: A dictionary learning approach for classification: separating the particularity and the commonality. In: Fitzgibbon, A., Lazebnik, S., Perona, P., Sato, Y., Schmid, C. (eds.) ECCV 2012. LNCS, vol. 7572, pp. 186\u2013199. Springer, Heidelberg (2012). doi: 10.1007\/978-3-642-33718-5_14"},{"key":"26_CR13","unstructured":"Gu, S., Zhang, L., Zuo, W., Feng, X.: Projective dictionary pair learning for pattern classification. In: NIPS (2014)"},{"key":"26_CR14","unstructured":"Ma, L., Wang, C., Xiao, B., Zhou, W.: Sparse representation for face recognition based on discriminative low-rank dictionary learning. In: CVPR (2012)"},{"issue":"10","key":"26_CR15","doi-asserted-by":"crossref","first-page":"814","DOI":"10.1016\/j.imavis.2014.02.007","volume":"32","author":"L Li","year":"2014","unstructured":"Li, L., Li, S., Fu, Y.: Learning low-rank and discriminative dictionary for image classification. Image Vis. Comput. 32(10), 814\u2013823 (2014)","journal-title":"Image Vis. Comput."},{"key":"26_CR16","unstructured":"Lin, Z., Liu, R., Su, Z.: Linearized alternating direction method with adaptive penalty for low-rank representation. In: NIPS (2011)"},{"issue":"11","key":"26_CR17","doi-asserted-by":"crossref","first-page":"3717","DOI":"10.1109\/TIP.2015.2441632","volume":"24","author":"L Zhuang","year":"2015","unstructured":"Zhuang, L., Gao, S., Tang, J., Wang, J.: Constructing a nonnegative low-rank and sparse graph with data-adaptive features. IEEE Trans. Image Process. 24(11), 3717\u20133728 (2015)","journal-title":"IEEE Trans. Image Process."},{"key":"26_CR18","unstructured":"Li, S., Fu, Y.: Low-rank coding with b-matching constraint for semi-supervised classification. In: IJCAI (2013)"},{"issue":"6","key":"26_CR19","doi-asserted-by":"crossref","first-page":"643","DOI":"10.1109\/34.927464","volume":"23","author":"AS Georghiades","year":"2001","unstructured":"Georghiades, A.S., Belhumeur, P.N., Kriegman, D.J.: From few to many: illumination cone models for face recognition under variable lighting and pose. IEEE Trans. Pattern Anal. Mach. Intell. 23(6), 643\u2013660 (2001)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"26_CR20","unstructured":"Martinez, A.M.: The AR face database. CVC Technical report (1998)"},{"key":"26_CR21","unstructured":"Chen, C.F., Wei, C.P., Wang, Y.C.F.: Low-rank matrix recovery with structural incoherence for robust face recognition. In: CVPR (2012)"},{"key":"26_CR22","doi-asserted-by":"crossref","unstructured":"Zhang, Y., Jiang, Z., Davis, L.S., Park, C.: Learning structured low-rank representations for image classification. In: CVPR (2013)","DOI":"10.1109\/CVPR.2013.93"},{"key":"26_CR23","unstructured":"Nene, S.A., Nayar, S.K., Murase, H.: Columbia Object Image Library (COIL-20). Technical report No. CUCS-006-96 (1996)"},{"key":"26_CR24","doi-asserted-by":"crossref","unstructured":"Wang, S., Fu, Y.: Locality-constrained discriminative learning and coding. In: CVPR Workshops (2015)","DOI":"10.1109\/CVPRW.2015.7301315"},{"key":"26_CR25","doi-asserted-by":"crossref","first-page":"2160","DOI":"10.1109\/TNNLS.2015.2464090","volume":"27","author":"S Li","year":"2005","unstructured":"Li, S., Fu, Y.: Learning robust and discriminative subspace with low-rank constraints. IEEE Trans. Neural Netw. Learn. Syst. 27, 2160\u20132173(2015)","journal-title":"IEEE Trans. Neural Netw. Learn. Syst."}],"container-title":["Lecture Notes in Computer Science","MultiMedia Modeling"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-51811-4_26","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,25]],"date-time":"2017-06-25T03:04:15Z","timestamp":1498359855000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-51811-4_26"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,12,31]]},"ISBN":["9783319518107","9783319518114"],"references-count":25,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-51811-4_26","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2016,12,31]]}}}