{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,27]],"date-time":"2025-10-27T16:18:16Z","timestamp":1761581896161},"publisher-location":"Singapore","reference-count":32,"publisher":"Springer Singapore","isbn-type":[{"type":"print","value":"9789811500343"},{"type":"electronic","value":"9789811500350"}],"license":[{"start":{"date-parts":[[2019,11,28]],"date-time":"2019-11-28T00:00:00Z","timestamp":1574899200000},"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":[],"published-print":{"date-parts":[[2020]]},"DOI":"10.1007\/978-981-15-0035-0_49","type":"book-chapter","created":{"date-parts":[[2019,11,27]],"date-time":"2019-11-27T12:04:06Z","timestamp":1574856246000},"page":"597-607","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Improved Performance and Execution Time of Face Recognition Using MRSRC"],"prefix":"10.1007","author":[{"given":"Jitendra","family":"Madarkar","sequence":"first","affiliation":[]},{"given":"Poonam","family":"Sharma","sequence":"additional","affiliation":[]},{"given":"Rimjhim","family":"Singh","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,11,28]]},"reference":[{"issue":"1","key":"49_CR1","doi-asserted-by":"publisher","first-page":"71","DOI":"10.1162\/jocn.1991.3.1.71","volume":"3","author":"M Turk","year":"1991","unstructured":"Turk, M., Pentland, A.: Eigenfaces for recognition. J. Cogn. Neurosci 3(1), 71\u201386 (1991)","journal-title":"J. Cogn. Neurosci"},{"key":"49_CR2","doi-asserted-by":"publisher","first-page":"2037","DOI":"10.1109\/TPAMI.2006.244","volume":"28","author":"T Ahonen","year":"2006","unstructured":"Ahonen, T., Hadid, A., Pietik\u00e4inen, M.: Face description with local binary patterns: application to face recognition. IEEE Trans. Pattern Anal. Mach. Intell. 28, 2037\u20132041 (2006)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"7","key":"49_CR3","doi-asserted-by":"publisher","first-page":"711","DOI":"10.1109\/34.598228","volume":"19","author":"P.N. Belhumeur","year":"1997","unstructured":"Belhumeur, P.N., Hespanha, J.P., Kriegman, D.J.: Eigenfaces vs. fisherfaces: recognition using class specific linear projection. IEEE Trans. Pattern Anal. Mach. Intell. 19(7), 711\u2013720 (1997)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"issue":"6","key":"49_CR4","doi-asserted-by":"publisher","first-page":"1450","DOI":"10.1109\/TNN.2002.804287","volume":"13","author":"MS Bartlett","year":"2002","unstructured":"Bartlett, M.S., Movellan, J.R., Sejnowski, T.J.: Face recognition by independent component analysis. IEEE Trans Neural Netw. 13(6), 1450\u20131464 (2002)","journal-title":"IEEE Trans Neural Netw."},{"key":"49_CR5","doi-asserted-by":"crossref","unstructured":"Phillips, P.J.: Support vector machines applied to face recognition. In: Proceedings of the 1998 Conference on Advances in Neural Information Processing Systems II, pp. 803\u2013809. MIT Press, Cambridge, MA (1999)","DOI":"10.6028\/NIST.IR.6241"},{"issue":"12","key":"49_CR6","doi-asserted-by":"publisher","first-page":"1644","DOI":"10.1109\/TPAMI.2002.1114855","volume":"24","author":"J-T Chien","year":"2002","unstructured":"Chien, J.-T., Chia-Chen, W.: Discriminant waveletfaces and nearest feature classifiers for face recognition. IEEE Trans. Pattern Anal. Mach. Intell. 24(12), 1644\u20131649 (2002)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"3","key":"49_CR7","doi-asserted-by":"publisher","first-page":"128","DOI":"10.1049\/iet-bmt.2013.0019","volume":"3","author":"P Sharma","year":"2014","unstructured":"Sharma, P., Yadav, R.N., Arya, K.V.: Pose-invariant face recognition using curvelet neural network. IET Biom. 3(3), 128\u2013138 (2014)","journal-title":"IET Biom."},{"issue":"1","key":"49_CR8","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1109\/TIT.1967.1053964","volume":"13","author":"T Cover","year":"1967","unstructured":"Cover, T., Hart, P.: Nearest neighbor pattern classification. IEEE Trans. Inf. Theory 13(1), 21\u201327 (1967)","journal-title":"IEEE Trans. Inf. Theory"},{"issue":"2","key":"49_CR9","doi-asserted-by":"publisher","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., Ma, Y.: 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":"49_CR10","doi-asserted-by":"publisher","first-page":"2106","DOI":"10.1109\/TPAMI.2010.128","volume":"32","author":"I Naseem","year":"2010","unstructured":"Naseem, I., Togneri, R., Bennamoun, M.: Linear regression for face recognition. IEEE Trans. Pattern Anal. Mach. Intell. 32(11), 2106\u20132112 (2010)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"49_CR11","doi-asserted-by":"crossref","unstructured":"Ebied, H.M.: Feature extraction using PCA and Kernel-PCA for face recognition. In: 2012 8th International Conference on Informatics and Systems (INFOS), pp. MM\u201372\u2013MM\u201377 (2012)","DOI":"10.1109\/ICCES.2012.6408513"},{"key":"49_CR12","unstructured":"Yang, M.-H.: Face recognition using kernel methods. In: Dietterich, T.G., Becker, S., Ghahramani, Z. (eds.) Advances in Neural Information Processing Systems 14, pp. 1457\u20131464. MIT Press (2002)"},{"key":"49_CR13","doi-asserted-by":"crossref","unstructured":"Lu, C.-Y., Min, H., Gui, J., Zhu, L., Lei, Y.-K.: Face recognition via weighted sparse representation. J. Vis. Commun. Image Represent. 24(2), 111\u2013116 (2013). Sparse Representations for Image and Video Analysis","DOI":"10.1016\/j.jvcir.2012.05.003"},{"issue":"1","key":"49_CR14","doi-asserted-by":"publisher","first-page":"120","DOI":"10.1016\/j.neucom.2011.08.018","volume":"77","author":"J Yin","year":"2012","unstructured":"Yin, J., Liu, Z., Jin, Z., Yang, W.: Kernel sparse representation based classification. Neurocomputing 77(1), 120\u2013128 (2012)","journal-title":"Neurocomputing"},{"issue":"5","key":"49_CR15","doi-asserted-by":"publisher","first-page":"661","DOI":"10.1016\/j.patrec.2011.11.010","volume":"33","author":"KH Hui","year":"2012","unstructured":"Hui, K.H., Li, C.L., Zhang, L.: Sparse neighbor representation for classification. Pattern Recogn. Lett. 33(5), 661\u2013669 (2012)","journal-title":"Pattern Recogn. Lett."},{"key":"49_CR16","doi-asserted-by":"publisher","first-page":"265","DOI":"10.1016\/j.neucom.2012.04.034","volume":"116","author":"Jiang Li","year":"2013","unstructured":"Li, J., Lu, C.-Y.: A new decision rule for sparse representation based classification for face recognition. Neurocomputing 116, 265\u2013271 (2013). Advanced Theory and Methodology in Intelligent Computing","journal-title":"Neurocomputing"},{"key":"49_CR17","doi-asserted-by":"publisher","first-page":"42","DOI":"10.1016\/j.jvcir.2016.05.019","volume":"40","author":"ZP Hu","year":"2016","unstructured":"Hu, Z.P., Bai, F., Zhao, S.H., Wang, M., Sun, Z.: Extended common molecular and discriminative atom dictionary based sparse representation for face recognition. J. Vis. Commun. Image Represent. 40, 42\u201350 (2016)","journal-title":"J. Vis. Commun. Image Represent."},{"key":"49_CR18","doi-asserted-by":"publisher","first-page":"653","DOI":"10.1016\/j.future.2016.07.007","volume":"80","author":"X Liu","year":"2018","unstructured":"Liu, X., Lu, L., Shen, Z., Lu, K.: A novel face recognition algorithm via weighted kernel sparse representation. Future Gener. Comput. Syst. 80, 653\u2013663 (2018)","journal-title":"Future Gener. Comput. Syst."},{"issue":"9","key":"49_CR19","doi-asserted-by":"publisher","first-page":"571","DOI":"10.1109\/LSP.2012.2207112","volume":"19","author":"J Lai","year":"2012","unstructured":"Lai, J., Jiang, X.: Modular weighted global sparse representation for robust face recognition. IEEE Signal Process. Lett. 19(9), 571\u2013574 (2012)","journal-title":"IEEE Signal Process. Lett."},{"key":"49_CR20","doi-asserted-by":"publisher","first-page":"448","DOI":"10.1007\/978-3-642-15567-3_33","volume-title":"Computer Vision \u2013 ECCV 2010","author":"Meng Yang","year":"2010","unstructured":"Yang, M., Zhang, L.: Gabor feature based sparse representation for face recognition with gabor occlusion dictionary. In: Proceedings of the 11th European Conference on Computer Vision: Part VI, ECCV\u201910, pp. 448\u2013461, Berlin, 2010. Springer"},{"issue":"9","key":"49_CR21","doi-asserted-by":"publisher","first-page":"1864","DOI":"10.1109\/TPAMI.2012.30","volume":"34","author":"W Deng","year":"2012","unstructured":"Deng, W., Hu, J., Guo, J.: Extended src: undersampled face recognition via intraclass variant dictionary. IEEE Trans. Pattern Anal. Mach. Intell. 34(9), 1864\u20131870 (2012)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"49_CR22","doi-asserted-by":"crossref","unstructured":"Deng, W., Hu, J., Guo, J.: In defense of sparsity based face recognition. In: 2013 IEEE Conference on Computer Vision and Pattern Recognition, pp. 399\u2013406 (2013)","DOI":"10.1109\/CVPR.2013.58"},{"key":"49_CR23","unstructured":"Iliadis, M., Spinoulas, L., Berahas, A.S., Wang, H., Katsaggelos, A.K.: Sparse representation and least squares-based classification in face recognition. In: 2014 22nd European Signal Processing Conference (EUSIPCO), pp. 526\u2013530 (2014)"},{"issue":"5","key":"49_CR24","doi-asserted-by":"publisher","first-page":"1067","DOI":"10.1109\/TPAMI.2014.2359453","volume":"37","author":"X Jiang","year":"2015","unstructured":"Jiang, X., Lai, J.: Sparse and dense hybrid representation via dictionary decomposition for face recognition. IEEE Trans. Pattern Anal. Mach. Intell. 37(5), 1067\u20131079 (2015)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"5","key":"49_CR25","doi-asserted-by":"publisher","first-page":"2545","DOI":"10.1109\/TIP.2017.2675341","volume":"26","author":"Y Gao","year":"2017","unstructured":"Gao, Y., Ma, J., Yuille, A.L.: Semi-supervised sparse representation based classification for face recognition with insufficient labeled samples. IEEE Trans. Image Process. 26(5), 2545\u20132560 (2017)","journal-title":"IEEE Trans. Image Process."},{"key":"49_CR26","unstructured":"Du, S., Ward, R.: Wavelet-based illumination normalization for face recognition. In: IEEE International Conference on Image Processing 2005, vol. 2, pp. II\u2013954 (2005)"},{"key":"49_CR27","unstructured":"Foon, N.H., Pang, Y.-H., Jin, A.T.B., Ling, D.N.C.: An efficient method for human face recognition using wavelet transform and zernike moments. In: Proceedings of International Conference on Computer Graphics, Imaging and Visualization, CGIV 2004, pp. 65\u201369 (2004)"},{"key":"49_CR28","unstructured":"Nie, X.F.: Face recognition using wavelet transform and kernel principal component analysis. In: 2010 International Conference on Future Information Technology and Management Engineering, vol. 3, pp. 186\u2013189 (2010)"},{"key":"49_CR29","doi-asserted-by":"crossref","unstructured":"Emadi, M., Khalid, M., Yusof, R., Navabifar, F.: Illumination normalization using 2D wavelet. Procedia Eng. 41, 854\u2013859. International Symposium on Robotics and Intelligent Sensors (IRIS 2012)","DOI":"10.1016\/j.proeng.2012.07.254"},{"issue":"11","key":"49_CR30","doi-asserted-by":"publisher","first-page":"4789","DOI":"10.1109\/TIT.2008.929958","volume":"54","author":"DL Donoho","year":"2008","unstructured":"Donoho, D.L., Tsaig, Y.: Fast solution of $$\\ell _{1}$$-norm minimization problems when the solution may be sparse. IEEE Trans. Inform. Theory 54(11), 4789\u20134812 (2008)","journal-title":"IEEE Trans. Inform. Theory"},{"key":"49_CR31","unstructured":"Ravichandran, D., Nimmatoori, R., Gulam Ahamad, M.: Mathematical representations of 1D, 2D and 3D wavelet transform for image coding, vol. 5, pp. 1457\u20131464 (2016)"},{"key":"49_CR32","unstructured":"Huang, G.B., Ramesh, M., Berg, T., Learned-Miller, E.: Labeled faces in the wild: a database for studying face recognition in unconstrained environments. Technical Report 07-49, University of Massachusetts, Amherst, Oct (2007)"}],"container-title":["Advances in Intelligent Systems and Computing","Soft Computing for Problem Solving"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-15-0035-0_49","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,11,27]],"date-time":"2019-11-27T12:18:44Z","timestamp":1574857124000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-981-15-0035-0_49"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,11,28]]},"ISBN":["9789811500343","9789811500350"],"references-count":32,"URL":"https:\/\/doi.org\/10.1007\/978-981-15-0035-0_49","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2019,11,28]]},"assertion":[{"value":"28 November 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}