{"id":"https://openalex.org/W2156385557","doi":"https://doi.org/10.1016/0262-8856(95)01072-6","title":"Bayesian image classification using Markov random fields","display_name":"Bayesian image classification using Markov random fields","publication_year":1996,"publication_date":"1996-05-01","ids":{"openalex":"https://openalex.org/W2156385557","doi":"https://doi.org/10.1016/0262-8856(95)01072-6","mag":"2156385557"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1016/0262-8856(95)01072-6","pdf_url":null,"source":{"id":"https://openalex.org/S177430994","display_name":"Image and Vision Computing","issn_l":"0262-8856","issn":["0262-8856","1872-8138"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025359312","display_name":"Marc-Antoine Berthod","orcid":"https://orcid.org/0000-0002-3112-1556"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marc Berthod","raw_affiliation_strings":["Scene Analysis and Symbolic Image Processing"],"affiliations":[{"raw_affiliation_string":"Scene Analysis and Symbolic Image Processing","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069412117","display_name":"Zolt\u00e1n Kat\u00f3","orcid":"https://orcid.org/0000-0002-9328-4254"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zoltan Kato","raw_affiliation_strings":["Scene Analysis and Symbolic Image Processing"],"affiliations":[{"raw_affiliation_string":"Scene Analysis and Symbolic Image Processing","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100814386","display_name":"Shan Yu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shan Yu","raw_affiliation_strings":["Scene Analysis and Symbolic Image Processing"],"affiliations":[{"raw_affiliation_string":"Scene Analysis and Symbolic Image Processing","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018158883","display_name":"Josiane Zerubia","orcid":"https://orcid.org/0000-0002-7444-0856"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Josiane Zerubia","raw_affiliation_strings":["Scene Analysis and Symbolic Image Processing"],"affiliations":[{"raw_affiliation_string":"Scene Analysis and Symbolic Image Processing","institution_ids":[]}]}],"institution_assertions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2270,"currency":"USD","value_usd":2270,"provenance":"doaj"},"apc_paid":null,"fwci":2.633,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":157,"citation_normalized_percentile":{"value":0.967044,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"14","issue":"4","first_page":"285","last_page":"295"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9985,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9985,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9962,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12056","display_name":"Markov Chains and Monte Carlo Methods","score":0.9947,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/markov-random-field","display_name":"Markov random field","score":0.49203703},{"id":"https://openalex.org/keywords/maxima-and-minima","display_name":"Maxima and minima","score":0.44804677}],"concepts":[{"id":"https://openalex.org/C9810830","wikidata":"https://www.wikidata.org/wiki/Q635384","display_name":"Maximum a posteriori estimation","level":3,"score":0.6214579},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.57593},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.49859452},{"id":"https://openalex.org/C2778045648","wikidata":"https://www.wikidata.org/wiki/Q176827","display_name":"Markov random field","level":4,"score":0.49203703},{"id":"https://openalex.org/C126980161","wikidata":"https://www.wikidata.org/wiki/Q863783","display_name":"Simulated annealing","level":2,"score":0.4778635},{"id":"https://openalex.org/C130402806","wikidata":"https://www.wikidata.org/wiki/Q5361768","display_name":"Random field","level":2,"score":0.4637421},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45477152},{"id":"https://openalex.org/C186633575","wikidata":"https://www.wikidata.org/wiki/Q845060","display_name":"Maxima and minima","level":2,"score":0.44804677},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.42548028},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.4132866},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40056157},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24410951},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.22426572},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.22178695},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08055699},{"id":"https://openalex.org/C49781872","wikidata":"https://www.wikidata.org/wiki/Q1045555","display_name":"Maximum likelihood","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1016/0262-8856(95)01072-6","pdf_url":null,"source":{"id":"https://openalex.org/S177430994","display_name":"Image and Vision Computing","issn_l":"0262-8856","issn":["0262-8856","1872-8138"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":false,"landing_page_url":"https://hal.inria.fr/hal-01087878","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":["Centre National de la Recherche Scientifique"],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":30,"referenced_works":["https://openalex.org/W1500921805","https://openalex.org/W1554544485","https://openalex.org/W1578630563","https://openalex.org/W1965044325","https://openalex.org/W1965293429","https://openalex.org/W1979622972","https://openalex.org/W2010583209","https://openalex.org/W2020999234","https://openalex.org/W2052525864","https://openalex.org/W2056760934","https://openalex.org/W2067050450","https://openalex.org/W2074392786","https://openalex.org/W2085604076","https://openalex.org/W2088059995","https://openalex.org/W2092245690","https://openalex.org/W2107792892","https://openalex.org/W2114220616","https://openalex.org/W2114823229","https://openalex.org/W2142399618","https://openalex.org/W2147569999","https://openalex.org/W2151078206","https://openalex.org/W2151372718","https://openalex.org/W2158365276","https://openalex.org/W2171776966","https://openalex.org/W2322240213","https://openalex.org/W2324324554","https://openalex.org/W27871578","https://openalex.org/W2913192828","https://openalex.org/W4244769743","https://openalex.org/W4402607318"],"related_works":["https://openalex.org/W4297779544","https://openalex.org/W2804375118","https://openalex.org/W2789590796","https://openalex.org/W2160831725","https://openalex.org/W2132461435","https://openalex.org/W2112506753","https://openalex.org/W2097090565","https://openalex.org/W2008444830","https://openalex.org/W1992534732","https://openalex.org/W1495937069"],"abstract_inverted_index":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2156385557","counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":8},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":10},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":8},{"year":2013,"cited_by_count":12},{"year":2012,"cited_by_count":9}],"updated_date":"2024-12-07T04:12:27.896111","created_date":"2016-06-24"}