{"id":"https://openalex.org/W2034412219","doi":"https://doi.org/10.1109/ipas.2014.7043285","title":"Unsupervised multisensor image segmentation using consonant belief function","display_name":"Unsupervised multisensor image segmentation using consonant belief function","publication_year":2014,"publication_date":"2014-11-01","ids":{"openalex":"https://openalex.org/W2034412219","doi":"https://doi.org/10.1109/ipas.2014.7043285","mag":"2034412219"},"language":"en","primary_location":{"id":"doi:10.1109/ipas.2014.7043285","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipas.2014.7043285","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Image Processing, Applications and Systems Conference","raw_type":"proceedings-article"},"type":"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/A5049000475","display_name":"Atizez Hadrich","orcid":null},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]},{"id":"https://openalex.org/I4387154658","display_name":"Laboratoire d\u2019Informatique Signal et Image de la C\u00f4te d\u2019Opale","ror":"https://ror.org/00tm1qp20","country_code":null,"type":"facility","lineage":["https://openalex.org/I2802487185","https://openalex.org/I4387154658"]},{"id":"https://openalex.org/I2802487185","display_name":"Universit\u00e9 du littoral c\u00f4te d'opale","ror":"https://ror.org/02gdcg342","country_code":"FR","type":"education","lineage":["https://openalex.org/I2802487185"]}],"countries":["FR","TN"],"is_corresponding":true,"raw_author_name":"Atizez Hadrich","raw_affiliation_strings":["Facult\u00e9 des Sciences, Universit\u00e9 de Sfax, Sfax, Tunisie","Laboratoire d'Informatique Signal et Image de la C\u00f4te d'Opale (LISIC- EA 4491), ULCO, Calais Cedex, France"],"affiliations":[{"raw_affiliation_string":"Facult\u00e9 des Sciences, Universit\u00e9 de Sfax, Sfax, Tunisie","institution_ids":["https://openalex.org/I142899784"]},{"raw_affiliation_string":"Laboratoire d'Informatique Signal et Image de la C\u00f4te d'Opale (LISIC- EA 4491), ULCO, Calais Cedex, France","institution_ids":["https://openalex.org/I2802487185","https://openalex.org/I4387154658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001889109","display_name":"Mourad Zribi","orcid":"https://orcid.org/0000-0002-2622-901X"},"institutions":[{"id":"https://openalex.org/I4387154658","display_name":"Laboratoire d\u2019Informatique Signal et Image de la C\u00f4te d\u2019Opale","ror":"https://ror.org/00tm1qp20","country_code":null,"type":"facility","lineage":["https://openalex.org/I2802487185","https://openalex.org/I4387154658"]},{"id":"https://openalex.org/I2802487185","display_name":"Universit\u00e9 du littoral c\u00f4te d'opale","ror":"https://ror.org/02gdcg342","country_code":"FR","type":"education","lineage":["https://openalex.org/I2802487185"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mourad Zribi","raw_affiliation_strings":["Laboratoire d'Informatique Signal et Image de la C\u00f4te d'Opale (LISIC- EA 4491), ULCO, Calais Cedex, France"],"affiliations":[{"raw_affiliation_string":"Laboratoire d'Informatique Signal et Image de la C\u00f4te d'Opale (LISIC- EA 4491), ULCO, Calais Cedex, France","institution_ids":["https://openalex.org/I2802487185","https://openalex.org/I4387154658"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103094444","display_name":"Afif Masmoudi","orcid":"https://orcid.org/0000-0003-1665-5354"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Afif Masmoudi","raw_affiliation_strings":["Facult\u00e9 des Sciences, Universit\u00e9 de Sfax, Sfax, Tunisie"],"affiliations":[{"raw_affiliation_string":"Facult\u00e9 des Sciences, Universit\u00e9 de Sfax, Sfax, Tunisie","institution_ids":["https://openalex.org/I142899784"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5049000475"],"corresponding_institution_ids":["https://openalex.org/I142899784","https://openalex.org/I2802487185","https://openalex.org/I4387154658"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14729345,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9987999796867371,"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":0.9987999796867371,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9848999977111816,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9714000225067139,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6964777112007141},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.644904613494873},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6265496015548706},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.6200005412101746},{"id":"https://openalex.org/keywords/expectation\u2013maximization-algorithm","display_name":"Expectation\u2013maximization algorithm","score":0.529535174369812},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4974053204059601},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4707183241844177},{"id":"https://openalex.org/keywords/likelihood-function","display_name":"Likelihood function","score":0.4394092857837677},{"id":"https://openalex.org/keywords/minimum-description-length","display_name":"Minimum description length","score":0.424399197101593},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.41770100593566895},{"id":"https://openalex.org/keywords/maximum-likelihood","display_name":"Maximum likelihood","score":0.3236965537071228},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2891858220100403},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2746763527393341},{"id":"https://openalex.org/keywords/estimation-theory","display_name":"Estimation theory","score":0.22002676129341125}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6964777112007141},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.644904613494873},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6265496015548706},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.6200005412101746},{"id":"https://openalex.org/C182081679","wikidata":"https://www.wikidata.org/wiki/Q1275153","display_name":"Expectation\u2013maximization algorithm","level":3,"score":0.529535174369812},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4974053204059601},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4707183241844177},{"id":"https://openalex.org/C89106044","wikidata":"https://www.wikidata.org/wiki/Q45284","display_name":"Likelihood function","level":3,"score":0.4394092857837677},{"id":"https://openalex.org/C87465248","wikidata":"https://www.wikidata.org/wiki/Q1417790","display_name":"Minimum description length","level":2,"score":0.424399197101593},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.41770100593566895},{"id":"https://openalex.org/C49781872","wikidata":"https://www.wikidata.org/wiki/Q1045555","display_name":"Maximum likelihood","level":2,"score":0.3236965537071228},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2891858220100403},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2746763527393341},{"id":"https://openalex.org/C167928553","wikidata":"https://www.wikidata.org/wiki/Q1376021","display_name":"Estimation theory","level":2,"score":0.22002676129341125},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ipas.2014.7043285","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipas.2014.7043285","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Image Processing, Applications and Systems Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1575210522","https://openalex.org/W1994318363","https://openalex.org/W2010570432","https://openalex.org/W2019682202","https://openalex.org/W2032854101","https://openalex.org/W2038896048","https://openalex.org/W2049633694","https://openalex.org/W2075637901","https://openalex.org/W2091015306","https://openalex.org/W2101993754","https://openalex.org/W2117079761","https://openalex.org/W2119929398","https://openalex.org/W2123905752","https://openalex.org/W2129089922","https://openalex.org/W2141347502","https://openalex.org/W2176450933","https://openalex.org/W2406470551","https://openalex.org/W2797148637","https://openalex.org/W4301347335","https://openalex.org/W6634481504"],"related_works":["https://openalex.org/W1978153144","https://openalex.org/W2898901530","https://openalex.org/W2013921918","https://openalex.org/W102848802","https://openalex.org/W2982058819","https://openalex.org/W2130734797","https://openalex.org/W2019724159","https://openalex.org/W3176361882","https://openalex.org/W2160216316","https://openalex.org/W1512911331"],"abstract_inverted_index":{"In":[0,86],"this":[1],"paper,":[2],"we":[3],"shall":[4],"describe":[5],"a":[6,98,123],"new":[7],"iterative":[8],"method":[9,140],"of":[10,27,36,60,81,137],"unsupervised":[11,54],"multisensor":[12,55],"image":[13,56],"segmentation":[14],"based":[15,100],"on":[16,101,143],"the":[17,23,34,42,61,79,83,102,111,131,138],"evidence":[18,28,62],"theory.":[19],"We":[20],"show":[21],"that":[22],"modeling":[24],"by":[25],"means":[26],"theory":[29,46,63],"is":[30,78,107,141],"well":[31,120],"suited":[32],"to":[33,49,94,109,128],"processing":[35],"redundant":[37],"and":[38,125,145],"complementary":[39],"data":[40],"as":[41,122],"satellite":[43],"images.":[44,96,147],"This":[45],"turns":[47],"out":[48],"be":[50],"quite":[51],"efficient":[52,126],"in":[53,64],"segmentation.":[57],"The":[58,115,135],"application":[59],"fusing":[65],"information":[66],"coming":[67],"from":[68],"different":[69],"sources":[70],"still":[71],"poses":[72],"certain":[73],"problems.":[74],"Of":[75],"paramount":[76],"importance":[77],"problem":[80],"estimating":[82],"belief":[84,90,113],"functions.":[85,114],"our":[87],"work,":[88],"consonant":[89,112],"functions":[91],"were":[92],"used":[93],"represent":[95],"Thus,":[97],"technique":[99],"expectation":[103],"maximization":[104],"(EM)":[105],"algorithm":[106,117],"applied":[108],"estimate":[110],"EM":[116],"has":[118],"been":[119],"known":[121],"convenient":[124],"tool":[127],"iteratively":[129],"compute":[130],"maximum":[132],"likelihood":[133],"estimates.":[134],"effectiveness":[136],"proposed":[139],"demonstrated":[142],"synthetic":[144],"real":[146]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
