{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,3,30]],"date-time":"2022-03-30T12:14:34Z","timestamp":1648642474384},"reference-count":10,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[1998,12,1]],"date-time":"1998-12-01T00:00:00Z","timestamp":912470400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Pattern Analysis & Applic"],"published-print":{"date-parts":[[1998,12]]},"DOI":"10.1007\/bf01234771","type":"journal-article","created":{"date-parts":[[2005,2,25]],"date-time":"2005-02-25T19:20:31Z","timestamp":1109359231000},"page":"248-260","source":"Crossref","is-referenced-by-count":5,"title":["Mean fields and two-dimensional Markov random fields in image analysis"],"prefix":"10.1007","volume":"1","author":[{"given":"A. P.","family":"Dunmur","sequence":"first","affiliation":[]},{"given":"D. M.","family":"Titterington","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"issue":"1","key":"CR1","first-page":"1","volume":"39","author":"AP Dempster","year":"1977","unstructured":"Dempster AP, Laird NM, Rubin DB. Maximum likelihood estimation from incomplete data via the EM algorithm (with discussion). Journal of the Royal Statistical Society, Series B 1977; 39(1): 1?38","journal-title":"Journal of the Royal Statistical Society, Series B"},{"issue":"3","key":"CR2","first-page":"259","volume":"48","author":"J Besag","year":"1986","unstructured":"Besag J. On the statistical analysis of dirty pictures (with discussion). Journal of the Royal Statistical Society, Series B 1986; 48(3): 259?302","journal-title":"Journal of the Royal Statistical Society, Series B"},{"issue":"10","key":"CR3","doi-asserted-by":"crossref","first-page":"2570","DOI":"10.1109\/78.157297","volume":"40","author":"J Zhang","year":"1992","unstructured":"Zhang J. The Mean Field Theory in EM procedures for Markov random fields. IEEE Transactions on Signal Processing 1992; 40(10): 2570?2583","journal-title":"IEEE Transactions on Signal Processing"},{"issue":"1","key":"CR4","doi-asserted-by":"crossref","first-page":"27","DOI":"10.1109\/83.210863","volume":"2","author":"J Zhang","year":"1993","unstructured":"Zhang J. The Mean Field Theory in EM procedures for blind Markov random field image restoration. IEEE Transactions on Image Processing 1993; 2(1): 27?40","journal-title":"IEEE Transactions on Image Processing"},{"issue":"4","key":"CR5","first-page":"549","volume":"56","author":"U Grenander","year":"1994","unstructured":"Grenander U, Miller MI. Representations of knowledge in complex systems (with discussion). Journal of the Royal Statistical Society, Series B 1994; 56(4): 549?603","journal-title":"Journal of the Royal Statistical Society, Series B"},{"issue":"2","key":"CR6","first-page":"192","volume":"36","author":"J Besag","year":"1974","unstructured":"Besag J. Spatial interaction and statistical analysis of lattice systems (with discussion). Journal of the Royal Statistical Society, Series B 1974; 36(2): 192?236","journal-title":"Journal of the Royal Statistical Society, Series B"},{"issue":"1","key":"CR7","doi-asserted-by":"crossref","first-page":"60","DOI":"10.1109\/TIT.1983.1056610","volume":"29","author":"RL Kashyap","year":"1982","unstructured":"Kashyap RL, Chellappa R. Estimation and choice of neighbors in spatial-interaction models of images. IEEE Transactions on Information Theory 1982; 29(1): 60?72","journal-title":"IEEE Transactions on Information Theory"},{"key":"CR8","volume-title":"The EM Algorithm and its Extensions","author":"GJ McLachlan","year":"1997","unstructured":"McLachlan GJ, Krishnan T. The EM Algorithm and its Extensions. Wiley, New York, 1997"},{"key":"CR9","unstructured":"Dunmur AP, Titterington DM. On a modification to the meanfield EM algorithm in factorial learning. In: Mozer MC, Jordan MI, Petsche T (eds). Advances in Neural Information Processing Systems, Vol. 9, MIT Press, 1997, pp. 431?437"},{"key":"CR10","doi-asserted-by":"crossref","first-page":"179","DOI":"10.2307\/2987782","volume":"24","author":"J Besag","year":"1975","unstructured":"Besag J. Statistical analysis of non-lattice data. The Statistician 1975; 24: 179?195","journal-title":"The Statistician"}],"container-title":["Pattern Analysis and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/BF01234771.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/BF01234771\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/BF01234771","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,2]],"date-time":"2019-05-02T06:01:46Z","timestamp":1556776906000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/BF01234771"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[1998,12]]},"references-count":10,"journal-issue":{"issue":"4","published-print":{"date-parts":[[1998,12]]}},"alternative-id":["BF01234771"],"URL":"https:\/\/doi.org\/10.1007\/bf01234771","relation":{},"ISSN":["1433-7541","1433-755X"],"issn-type":[{"value":"1433-7541","type":"print"},{"value":"1433-755X","type":"electronic"}],"subject":[],"published":{"date-parts":[[1998,12]]}}}