{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,14]],"date-time":"2026-02-14T05:25:04Z","timestamp":1771046704199,"version":"3.50.1"},"reference-count":65,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"9","license":[{"start":{"date-parts":[[2010,9,1]],"date-time":"2010-09-01T00:00:00Z","timestamp":1283299200000},"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. on Image Process."],"published-print":{"date-parts":[[2010,9]]},"DOI":"10.1109\/tip.2010.2047903","type":"journal-article","created":{"date-parts":[[2010,4,9]],"date-time":"2010-04-09T12:52:04Z","timestamp":1270817524000},"page":"2278-2289","source":"Crossref","is-referenced-by-count":71,"title":["A Bayesian Framework for Image Segmentation With Spatially Varying Mixtures"],"prefix":"10.1109","volume":"19","author":[{"given":"Christophoros","family":"Nikou","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Aristidis C","family":"Likas","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nikolaos P","family":"Galatsanos","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1080\/15326349308807283"},{"key":"ref38","author":"bremaud","year":"2001","journal-title":"Markov Chains Gibbs Fields Monte Carlo Simulation and Queues"},{"key":"ref33","doi-asserted-by":"crossref","first-page":"693","DOI":"10.1109\/TPAMI.2008.107","article-title":"modeling multiscale subbands of photographic images with fields of gaussian scale mixtures","volume":"31","author":"lyu","year":"2009","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2003.818640"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/34.969114"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-007-0044-1"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1002\/(SICI)1098-2418(199608\/09)9:1\/2<223::AID-RSA14>3.3.CO;2-R"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2006.880682"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2004.836545"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2009.2022006"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1145\/1102351.1102424"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2003.1238308"},{"key":"ref61","first-page":"408","article-title":"yet another survey on image segmentation: region and boundary information integration","author":"freixenet","year":"2002","journal-title":"Proc Eur Conf Computer Vision"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/83.730386"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2005.112"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/34.291443"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2006.111"},{"key":"ref65","first-page":"319","article-title":"active bayesian mixture learning for image modeling and segementation using low level features","author":"constantinopoulos","year":"2006","journal-title":"Proc IEEE Workshop on Machine Learning for Signal Processing"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/34.777369"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/0031-3203(93)90135-J"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/S0734-189X(85)90153-7"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.1984.4767596"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/34.632983"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/18.641558"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2003.1240112"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1023\/A:1026501619075"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.imavis.2006.03.005"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/42.906424"},{"key":"ref50","first-page":"22","article-title":"statistical image segmentation using triplet markov fields","author":"pieczynski","year":"2002","journal-title":"Proc SPIE Int Symp on Remote Sensing"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.imavis.2005.09.012"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2007.1046"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2003.1211534"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2002.1023800"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2001.937655"},{"key":"ref55","author":"birkhoff","year":"1997","journal-title":"A Survey of Modern Algebra"},{"key":"ref54","first-page":"124","author":"whittaker","year":"1967","journal-title":"The Calculus of Observations A Treatise on Numerical Mathematics"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1145\/1143844.1143881"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2007.1059"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/1143844.1143864"},{"key":"ref40","author":"diebolt","year":"1996","journal-title":"Markov Chain Monte Carlo in Practice"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2007.1085"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.cviu.2007.07.005"},{"key":"ref13","author":"titterington","year":"1985","journal-title":"Statistical Analysis of Finite Mixture Distributions"},{"key":"ref14","doi-asserted-by":"crossref","DOI":"10.1002\/0471721182","author":"mclachlan","year":"2000","journal-title":"Finite Mixture Models"},{"key":"ref15","author":"bishop","year":"2006","journal-title":"Pattern Recognition and Machine Learning"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btg037"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.cviu.2003.08.004"},{"key":"ref18","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1111\/j.2517-6161.1977.tb01600.x","article-title":"maximum likelihood from incomplete data via em algorithm","volume":"39","author":"dempster","year":"1977","journal-title":"J Roy Statist Soc"},{"key":"ref19","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/7132.001.0001","author":"blake","year":"1987","journal-title":"Visual Reconstruction"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/331499.331504"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2005.845141"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1023\/B:VISI.0000022288.19776.77"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/34.868688"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2005.332"},{"key":"ref49","first-page":"1816","article-title":"a bayesian hierarchical model for learning natural scene categories","volume":"2","author":"fei-fei","year":"2005","journal-title":"Proc IEEE Int Conf Computer Vision"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2004.1315196"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/34.1000236"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1162\/jmlr.2003.3.4-5.993"},{"key":"ref45","author":"johnson","year":"1997","journal-title":"Discrete Multivariate Distributions"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2005.137"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/1102351.1102420"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2004.841773"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/83.701161"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1007\/s10851-009-0174-x"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2007.891771"}],"container-title":["IEEE Transactions on Image Processing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/83\/5550283\/05445031.pdf?arnumber=5445031","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,19]],"date-time":"2025-02-19T22:18:52Z","timestamp":1740003532000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/5445031\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010,9]]},"references-count":65,"journal-issue":{"issue":"9"},"URL":"https:\/\/doi.org\/10.1109\/tip.2010.2047903","relation":{},"ISSN":["1057-7149","1941-0042"],"issn-type":[{"value":"1057-7149","type":"print"},{"value":"1941-0042","type":"electronic"}],"subject":[],"published":{"date-parts":[[2010,9]]}}}