{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T23:42:30Z","timestamp":1743032550560,"version":"3.40.3"},"publisher-location":"Cham","reference-count":20,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030335083"},{"type":"electronic","value":"9783030335090"}],"license":[{"start":{"date-parts":[[2019,10,20]],"date-time":"2019-10-20T00:00:00Z","timestamp":1571529600000},"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\/978-3-030-33509-0_79","type":"book-chapter","created":{"date-parts":[[2019,10,19]],"date-time":"2019-10-19T15:39:15Z","timestamp":1571499555000},"page":"838-847","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["A Robust Fully Correntropy\u2013Based Sparse Modeling Alternative to Dictionary Learning"],"prefix":"10.1007","author":[{"given":"Carlos A.","family":"Loza","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,10,20]]},"reference":[{"issue":"11","key":"79_CR1","doi-asserted-by":"publisher","first-page":"4311","DOI":"10.1109\/TSP.2006.881199","volume":"54","author":"M Aharon","year":"2006","unstructured":"Aharon, M., Elad, M., Bruckstein, A., et al.: K-SVD: an algorithm for designing overcomplete dictionaries for sparse representation. IEEE Trans. Sig. Process. 54(11), 4311 (2006)","journal-title":"IEEE Trans. Sig. Process."},{"key":"79_CR2","doi-asserted-by":"crossref","unstructured":"Akaike, H.: Information theory and an extension of the maximum likelihood principle. In: Selected Papers of Hirotugu Akaike, pp. 199\u2013213. Springer (1998)","DOI":"10.1007\/978-1-4612-1694-0_15"},{"key":"79_CR3","doi-asserted-by":"crossref","unstructured":"Andersen, R.: Modern Methods for Robust Regression, vol. 152. Sage (2008)","DOI":"10.4135\/9781412985109"},{"issue":"6","key":"79_CR4","doi-asserted-by":"publisher","first-page":"2743","DOI":"10.1109\/18.720554","volume":"44","author":"A Barron","year":"1998","unstructured":"Barron, A., Rissanen, J., Yu, B.: The minimum description length principle in coding and modeling. IEEE Trans. Inf. Theor. 44(6), 2743\u20132760 (1998)","journal-title":"IEEE Trans. Inf. Theor."},{"issue":"2","key":"79_CR5","doi-asserted-by":"publisher","first-page":"489","DOI":"10.1109\/TIT.2005.862083","volume":"52","author":"EJ Cand\u00e8s","year":"2006","unstructured":"Cand\u00e8s, E.J., Romberg, J., Tao, T.: Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information. IEEE Trans. Inf. Theor. 52(2), 489\u2013509 (2006)","journal-title":"IEEE Trans. Inf. Theor."},{"issue":"3","key":"79_CR6","doi-asserted-by":"publisher","first-page":"425","DOI":"10.1093\/biomet\/81.3.425","volume":"81","author":"DL Donoho","year":"1994","unstructured":"Donoho, D.L., Johnstone, J.M.: Ideal spatial adaptation by wavelet shrinkage. Biometrika 81(3), 425\u2013455 (1994)","journal-title":"Biometrika"},{"issue":"12","key":"79_CR7","doi-asserted-by":"publisher","first-page":"3736","DOI":"10.1109\/TIP.2006.881969","volume":"15","author":"M Elad","year":"2006","unstructured":"Elad, M., Aharon, M.: Image denoising via sparse and redundant representations over learned dictionaries. IEEE Trans. Image Process. 15(12), 3736\u20133745 (2006)","journal-title":"IEEE Trans. Image Process."},{"issue":"6","key":"79_CR8","doi-asserted-by":"publisher","first-page":"1485","DOI":"10.1109\/TIP.2010.2103949","volume":"20","author":"R He","year":"2011","unstructured":"He, R., Hu, B.G., Zheng, W.S., Kong, X.W.: Robust principal component analysis based on maximum correntropy criterion. IEEE Trans. Image Process. 20(6), 1485\u20131494 (2011)","journal-title":"IEEE Trans. Image Process."},{"issue":"11","key":"79_CR9","doi-asserted-by":"publisher","first-page":"5286","DOI":"10.1109\/TSP.2007.896065","volume":"55","author":"W Liu","year":"2007","unstructured":"Liu, W., Pokharel, P.P., Pr\u00edncipe, J.C.: Correntropy: properties and applications in non-gaussian signal processing. IEEE Trans. Sig. Process. 55(11), 5286\u20135298 (2007)","journal-title":"IEEE Trans. Sig. Process."},{"key":"79_CR10","doi-asserted-by":"crossref","unstructured":"Loza, C.A., Principe, J.C.: A robust maximum correntropy criterion for dictionary learning. In: 2016 IEEE 26th International Workshop on Machine Learning for Signal Processing (MLSP), pp. 1\u20136. IEEE (2016)","DOI":"10.1109\/MLSP.2016.7738898"},{"key":"79_CR11","doi-asserted-by":"crossref","unstructured":"Mairal, J., Bach, F., Ponce, J., Sapiro, G., Zisserman, A.: Non-local sparse models for image restoration. In: 2009 IEEE 12th International Conference on Computer Vision, pp. 2272\u20132279. IEEE (2009)","DOI":"10.1109\/ICCV.2009.5459452"},{"issue":"1","key":"79_CR12","doi-asserted-by":"publisher","first-page":"53","DOI":"10.1109\/TIP.2007.911828","volume":"17","author":"J Mairal","year":"2008","unstructured":"Mairal, J., Elad, M., Sapiro, G.: Sparse representation for color image restoration. IEEE Trans. Image Process. 17(1), 53\u201369 (2008)","journal-title":"IEEE Trans. Image Process."},{"key":"79_CR13","doi-asserted-by":"crossref","unstructured":"Mallat, S., Zhang, Z.: Matching pursuit with time-frequency dictionaries. Technical report, Courant Institute of Mathematical Sciences, New York, United States (1993)","DOI":"10.1109\/78.258082"},{"issue":"3","key":"79_CR14","doi-asserted-by":"publisher","first-page":"937","DOI":"10.1137\/030600862","volume":"27","author":"M Nikolova","year":"2005","unstructured":"Nikolova, M., Ng, M.K.: Analysis of half-quadratic minimization methods for signal and image recovery. SIAM J. Sci. Comput. 27(3), 937\u2013966 (2005)","journal-title":"SIAM J. Sci. Comput."},{"issue":"6583","key":"79_CR15","doi-asserted-by":"publisher","first-page":"607","DOI":"10.1038\/381607a0","volume":"381","author":"BA Olshausen","year":"1996","unstructured":"Olshausen, B.A., Field, D.J.: Emergence of simple-cell receptive field properties by learning a sparse code for natural images. Nature 381(6583), 607 (1996)","journal-title":"Nature"},{"issue":"1\u20134","key":"79_CR16","doi-asserted-by":"publisher","first-page":"259","DOI":"10.1016\/0167-2789(92)90242-F","volume":"60","author":"LI Rudin","year":"1992","unstructured":"Rudin, L.I., Osher, S., Fatemi, E.: Nonlinear total variation based noise removal algorithms. Physica D: Nonlinear Phenom. 60(1\u20134), 259\u2013268 (1992)","journal-title":"Physica D: Nonlinear Phenom."},{"key":"79_CR17","doi-asserted-by":"crossref","unstructured":"Silverman, B.W.: Density Estimation for Statistics and Data Analysis. Routledge (2018)","DOI":"10.1201\/9781315140919"},{"issue":"1","key":"79_CR18","doi-asserted-by":"publisher","first-page":"267","DOI":"10.1111\/j.2517-6161.1996.tb02080.x","volume":"58","author":"R Tibshirani","year":"1996","unstructured":"Tibshirani, R.: Regression shrinkage and selection via the lasso. J. Roy. Stat. Soc. Series B (Methodol.) 58(1), 267\u2013288 (1996)","journal-title":"J. Roy. Stat. Soc. Series B (Methodol.)"},{"issue":"12","key":"79_CR19","doi-asserted-by":"publisher","first-page":"4655","DOI":"10.1109\/TIT.2007.909108","volume":"53","author":"JA Tropp","year":"2007","unstructured":"Tropp, J.A., Gilbert, A.C.: Signal recovery from random measurements via orthogonal matching pursuit. IEEE Trans. Inf. Theor. 53(12), 4655\u20134666 (2007)","journal-title":"IEEE Trans. Inf. Theor."},{"issue":"6","key":"79_CR20","doi-asserted-by":"publisher","first-page":"1354","DOI":"10.1109\/TCYB.2016.2544852","volume":"47","author":"Y Wang","year":"2017","unstructured":"Wang, Y., Tang, Y.Y., Li, L.: Correntropy matching pursuit with application to robust digit and face recognition. IEEE Trans. Cybern. 47(6), 1354\u20131366 (2017)","journal-title":"IEEE Trans. Cybern."}],"container-title":["Lecture Notes in Networks and Systems","Advances on P2P, Parallel, Grid, Cloud and Internet Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-33509-0_79","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,11]],"date-time":"2024-06-11T02:13:26Z","timestamp":1718072006000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-33509-0_79"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,10,20]]},"ISBN":["9783030335083","9783030335090"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-33509-0_79","relation":{},"ISSN":["2367-3370","2367-3389"],"issn-type":[{"type":"print","value":"2367-3370"},{"type":"electronic","value":"2367-3389"}],"subject":[],"published":{"date-parts":[[2019,10,20]]},"assertion":[{"value":"20 October 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"3PGCIC","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on P2P, Parallel, Grid, Cloud and Internet Computing","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Antwerp","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Belgium","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7 November 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"9 November 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"pgcic2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/voyager.ce.fit.ac.jp\/conf\/3pgcic\/2019\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}