{"id":"https://openalex.org/W2143930831","doi":"https://doi.org/10.1109/icassp.2004.1327205","title":"Unsupervised image segmentation based on a new fuzzy HMC model","display_name":"Unsupervised image segmentation based on a new fuzzy HMC model","publication_year":2004,"publication_date":"2004-09-28","ids":{"openalex":"https://openalex.org/W2143930831","doi":"https://doi.org/10.1109/icassp.2004.1327205","mag":"2143930831"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2004.1327205","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2004.1327205","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2004 IEEE International Conference on Acoustics, Speech, and Signal Processing","raw_type":"proceedings-article"},"type":"conference-paper","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/A5050019795","display_name":"Cyril Carincotte","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210125985","display_name":"Institut Fresnel","ror":"https://ror.org/03br1wy20","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I21491767","https://openalex.org/I4210095849","https://openalex.org/I4210125985","https://openalex.org/I4210142724"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"C. Carincotte","raw_affiliation_strings":["GSM, Institute Fresnel (CNRS-UMR 6133), Domaine University, Marseilles, France","Dom. Univ. de St Jerome, Marseille, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GSM, Institute Fresnel (CNRS-UMR 6133), Domaine University, Marseilles, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210125985"]},{"raw_affiliation_string":"Dom. Univ. de St Jerome, Marseille, France","institution_ids":["https://openalex.org/I4210125985"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091679067","display_name":"St\u00e9phane Derrode","orcid":"https://orcid.org/0000-0002-2865-2057"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210125985","display_name":"Institut Fresnel","ror":"https://ror.org/03br1wy20","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I21491767","https://openalex.org/I4210095849","https://openalex.org/I4210125985","https://openalex.org/I4210142724"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"S. Derrode","raw_affiliation_strings":["GSM, Institute Fresnel (CNRS-UMR 6133), Domaine University, Marseilles, France","Dom. Univ. de St Jerome, Marseille, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GSM, Institute Fresnel (CNRS-UMR 6133), Domaine University, Marseilles, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210125985"]},{"raw_affiliation_string":"Dom. Univ. de St Jerome, Marseille, France","institution_ids":["https://openalex.org/I4210125985"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013903625","display_name":"Guillaume Sicot","orcid":"https://orcid.org/0000-0003-0154-5857"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"G. Sicot","raw_affiliation_strings":["GET, ENST Bretagne, TAMCIC, CNRS FRE 2658, Brest, France","Traitement Algorithmique et Mat\u00e9riel de la Communication, de l'Information et de la Connaissance"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GET, ENST Bretagne, TAMCIC, CNRS FRE 2658, Brest, France","institution_ids":["https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Traitement Algorithmique et Mat\u00e9riel de la Communication, de l'Information et de la Connaissance","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015961386","display_name":"J.-M. Boucher","orcid":"https://orcid.org/0000-0002-4984-7275"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"J.M. Boucher","raw_affiliation_strings":["GET, ENST Bretagne, TAMCIC, CNRS FRE 2658, Brest, France","D\u00e9partement Signal et Communications"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GET, ENST Bretagne, TAMCIC, CNRS FRE 2658, Brest, France","institution_ids":["https://openalex.org/I1294671590"]},{"raw_affiliation_string":"D\u00e9partement Signal et Communications","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4812,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.84975909,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"5","issue":null,"first_page":"V","last_page":"693"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.9939000010490417,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6662518978118896},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6092346906661987},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5772775411605835},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5727272033691406},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45950812101364136},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.43828222155570984},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.43806904554367065},{"id":"https://openalex.org/keywords/fuzzy-classification","display_name":"Fuzzy classification","score":0.4291275143623352},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4248381555080414},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.34689903259277344}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6662518978118896},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6092346906661987},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5772775411605835},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5727272033691406},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45950812101364136},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.43828222155570984},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.43806904554367065},{"id":"https://openalex.org/C127385683","wikidata":"https://www.wikidata.org/wiki/Q1475696","display_name":"Fuzzy classification","level":4,"score":0.4291275143623352},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4248381555080414},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.34689903259277344}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/icassp.2004.1327205","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2004.1327205","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2004 IEEE International Conference on Acoustics, Speech, and Signal Processing","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.5.71","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.5.71","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.enspm.u-3mrs.fr/derrode/./publi/Icassp04_fuzzy.pdf","raw_type":"text"},{"id":"pmh:oai:HAL:hal-00082574v1","is_oa":false,"landing_page_url":"https://hal.science/hal-00082574","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":false,"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":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ICASSP'04, 2004, Montr\u00e9al, Canada","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W145963066","https://openalex.org/W189768814","https://openalex.org/W1892287825","https://openalex.org/W2044312370","https://openalex.org/W2086360377","https://openalex.org/W2112351417","https://openalex.org/W2131120551","https://openalex.org/W2169271279","https://openalex.org/W6605801267"],"related_works":["https://openalex.org/W1522196789","https://openalex.org/W2166637398","https://openalex.org/W1486684451","https://openalex.org/W2087021805","https://openalex.org/W2374152511","https://openalex.org/W2066929655","https://openalex.org/W4312800262","https://openalex.org/W2142453121","https://openalex.org/W1487720066","https://openalex.org/W154406135"],"abstract_inverted_index":{"We":[0],"propose":[1],"a":[2,6,58,113,127],"technique,":[3],"based":[4],"on":[5,82],"fuzzy":[7,43,50,59,107,110],"hidden":[8],"Markov":[9],"chain":[10,33],"(HMC)":[11],"model,":[12],"for":[13],"the":[14,31,38,46,53,75,83,96,106,123],"unsupervised":[15],"segmentation":[16,73,111],"of":[17,40,78,95,112,116],"images.":[18],"Our":[19],"main":[20],"contribution":[21],"is":[22,74,90,118],"to":[23,102,122],"use":[24],"Dirac":[25],"and":[26,42,120],"Lebesgue":[27],"measures":[28],"simultaneously":[29],"at":[30],"class":[32],"level.":[34],"This":[35],"model":[36,55],"allows":[37],"coexistence":[39],"hard":[41,129],"pixels":[44],"in":[45,65,71],"same":[47,84],"picture.":[48],"The":[49,109],"approach":[51],"enriches":[52],"classical":[54],"by":[56],"adding":[57],"class,":[60],"which":[61],"has":[62],"several":[63,79],"interpretations":[64],"signal":[66],"processing.":[67],"One":[68],"such":[69],"interpretation":[70],"image":[72,115],"simultaneous":[76],"appearance":[77],"thematic":[80],"classes":[81],"pixel":[85],"(mixture).":[86],"Model":[87],"parameter":[88],"estimation":[89,99],"performed":[91],"through":[92],"an":[93],"extension":[94],"iterative":[97],"conditional":[98],"(ICE)":[100],"algorithm":[101],"take":[103],"into":[104],"account":[105],"part.":[108],"real":[114],"clouds":[117],"studied":[119],"compared":[121],"classification":[124],"obtained":[125],"with":[126],"\"classical\"":[128],"HMC":[130],"model.":[131]},"counts_by_year":[{"year":2020,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}