{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,5]],"date-time":"2026-05-05T17:12:52Z","timestamp":1778001172611,"version":"3.51.4"},"reference-count":58,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"12","license":[{"start":{"date-parts":[[2008,12,1]],"date-time":"2008-12-01T00:00:00Z","timestamp":1228089600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Signal Process."],"published-print":{"date-parts":[[2008,12]]},"DOI":"10.1109\/tsp.2008.2005865","type":"journal-article","created":{"date-parts":[[2008,9,26]],"date-time":"2008-09-26T16:01:07Z","timestamp":1222444867000},"page":"5804-5816","source":"Crossref","is-referenced-by-count":54,"title":["Dimension Estimation in Noisy PCA With SURE and Random Matrix Theory"],"prefix":"10.1109","volume":"56","author":[{"given":"M.O.","family":"Ulfarsson","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"V.","family":"Solo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2004.1311138"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1111\/1467-9868.00196"},{"key":"ref33","first-page":"349","article-title":"empirical choice of smoothing parameters in robust optical flow estimation","volume":"3","author":"shi","year":"2004","journal-title":"Proc IEEE Int Conf Signal Processing (ICASSP)"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.1999.756309"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.1997.632117"},{"key":"ref30","first-page":"3441","article-title":"automatic stopping criterion for anisotropic diffusion","volume":"6","author":"solo","year":"2001","journal-title":"Proc IEEE Int Conf Acoustics Speech Signal Processing (ICASSP)"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1093\/biomet\/62.2.461"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/79.526899"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2008.4518360"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2005.1416284"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/S0167-9473(97)00041-8"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.2307\/2337118"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.1996.560376"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1162\/089976698300017467"},{"key":"ref1","author":"jolliffe","year":"2002","journal-title":"Principal Component Analysis"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1038\/jcbfm.1993.4"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2006.313024"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2006.1660512"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2006.09.001"},{"key":"ref23","first-page":"598","article-title":"automatic choice of dimensionality for pca","author":"minka","year":"2000","journal-title":"Proc Advances in Neural Information Processing Systems (NIPS '00)"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1176345632"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2003.822821"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmva.2005.08.003"},{"key":"ref51","author":"paul","year":"2004","journal-title":"Asymptotics of the leading sample eigenvalues for a spiked covariance model"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.2307\/2306656"},{"key":"ref57","first-page":"611","article-title":"methodologies in spectral analysis of large dimensional random matrices, a review","volume":"9","author":"bai","year":"1999","journal-title":"Statistica Sinica"},{"key":"ref56","doi-asserted-by":"crossref","DOI":"10.1007\/b98858","author":"loader","year":"1999","journal-title":"Local Regression and Likelihood"},{"key":"ref55","author":"linhart","year":"1986","journal-title":"Model Selection"},{"key":"ref54","author":"cox","year":"2008","journal-title":"AFNI"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1006\/nimg.1998.0425"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.2307\/2291512"},{"key":"ref10","author":"preisendorfer","year":"1988","journal-title":"Principal Component Analysis in Meteorology and Oceanography"},{"key":"ref11","first-page":"35","article-title":"a modified method of estimation in factor analysis and some large sample results","author":"lawley","year":"1953","journal-title":"Proc Uppsala Symp Psychol Factor Anal"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.2307\/1267380"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/1177704248"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.1974.1100705"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1176344136"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/0005-1098(78)90005-5"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TASSP.1985.1164557"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICNN.1996.548861"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9892.1993.tb00144.x"},{"key":"ref19","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-7107-7","author":"ramsay","year":"1997","journal-title":"Functional Data Analysis"},{"key":"ref4","author":"kshirsagar","year":"1972","journal-title":"Multivariate Analysis"},{"key":"ref3","doi-asserted-by":"crossref","DOI":"10.1002\/0471725331","author":"jackson","year":"1991","journal-title":"A Users Guide to Principal Components"},{"key":"ref6","author":"anderson","year":"2003","journal-title":"An Introduction to Multivariate Statistical Analysis"},{"key":"ref5","doi-asserted-by":"crossref","DOI":"10.1002\/9780470316641","author":"seber","year":"1984","journal-title":"Multivariate Observations"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1080\/00401706.1978.10489693"},{"key":"ref7","author":"mardia","year":"1979","journal-title":"Multivariate Analysis"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/78.847792"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.2307\/1267581"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1214\/aop\/1176994775"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1214\/aop\/1176989118"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1009210544"},{"key":"ref47","doi-asserted-by":"crossref","first-page":"153","DOI":"10.1090\/conm\/050\/841089","article-title":"eigenvalues and eigenvectors of large dimensional sample covariance matrices","volume":"50","author":"silverstein","year":"1986","journal-title":"Contemp Math"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1214\/aop\/1078415845"},{"key":"ref41","author":"magnus","year":"1999","journal-title":"Matrix Differential Calculus"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1070\/SM1967v001n04ABEH001994"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1176346390"}],"container-title":["IEEE Transactions on Signal Processing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/78\/4668621\/04627440.pdf?arnumber=4627440","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,5,20]],"date-time":"2023-05-20T04:29:02Z","timestamp":1684556942000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/4627440\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2008,12]]},"references-count":58,"journal-issue":{"issue":"12"},"URL":"https:\/\/doi.org\/10.1109\/tsp.2008.2005865","relation":{},"ISSN":["1053-587X","1941-0476"],"issn-type":[{"value":"1053-587X","type":"print"},{"value":"1941-0476","type":"electronic"}],"subject":[],"published":{"date-parts":[[2008,12]]}}}