{"id":"https://openalex.org/W2950269262","doi":"https://doi.org/10.3233/jifs-181191","title":"A multi-objective interval valued fuzzy clustering algorithm with spatial information for noisy image segmentation","display_name":"A multi-objective interval valued fuzzy clustering algorithm with spatial information for noisy image segmentation","publication_year":2019,"publication_date":"2019-06-11","ids":{"openalex":"https://openalex.org/W2950269262","doi":"https://doi.org/10.3233/jifs-181191","mag":"2950269262"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-181191","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-181191","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-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/A5100706940","display_name":"Feng Zhao","orcid":"https://orcid.org/0000-0002-0323-9573"},"institutions":[{"id":"https://openalex.org/I1302611135","display_name":"Ministry of Public Security of the People's Republic of China","ror":"https://ror.org/00bt9we26","country_code":"CN","type":"government","lineage":["https://openalex.org/I1302611135"]},{"id":"https://openalex.org/I4210136859","display_name":"Xi\u2019an University of Posts and Telecommunications","ror":"https://ror.org/04jn0td46","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136859"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Zhao","raw_affiliation_strings":["Key Laboratory of Electronic Information Application Technology for Scene Investigation, Ministry of Public Security, Xi\u2019an, China","School of Communications and Information Engineering, Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, China","Key Laboratory of Electronic Information Application Technology for Scene Investigation, Ministry of Public Security, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Electronic Information Application Technology for Scene Investigation, Ministry of Public Security, Xi\u2019an, China","institution_ids":["https://openalex.org/I1302611135"]},{"raw_affiliation_string":"School of Communications and Information Engineering, Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210136859"]},{"raw_affiliation_string":"Key Laboratory of Electronic Information Application Technology for Scene Investigation, Ministry of Public Security, Xi'an, China","institution_ids":["https://openalex.org/I1302611135"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033295037","display_name":"Chaoqi Li","orcid":null},"institutions":[{"id":"https://openalex.org/I1302611135","display_name":"Ministry of Public Security of the People's Republic of China","ror":"https://ror.org/00bt9we26","country_code":"CN","type":"government","lineage":["https://openalex.org/I1302611135"]},{"id":"https://openalex.org/I4210136859","display_name":"Xi\u2019an University of Posts and Telecommunications","ror":"https://ror.org/04jn0td46","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136859"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaoqi Li","raw_affiliation_strings":["Key Laboratory of Electronic Information Application Technology for Scene Investigation, Ministry of Public Security, Xi\u2019an, China","School of Communications and Information Engineering, Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, China","Key Laboratory of Electronic Information Application Technology for Scene Investigation, Ministry of Public Security, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Electronic Information Application Technology for Scene Investigation, Ministry of Public Security, Xi\u2019an, China","institution_ids":["https://openalex.org/I1302611135"]},{"raw_affiliation_string":"School of Communications and Information Engineering, Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210136859"]},{"raw_affiliation_string":"Key Laboratory of Electronic Information Application Technology for Scene Investigation, Ministry of Public Security, Xi'an, China","institution_ids":["https://openalex.org/I1302611135"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005672975","display_name":"Hanqiang Liu","orcid":"https://orcid.org/0000-0001-8774-8625"},"institutions":[{"id":"https://openalex.org/I88830068","display_name":"Shaanxi Normal University","ror":"https://ror.org/0170z8493","country_code":"CN","type":"education","lineage":["https://openalex.org/I88830068"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hanqiang Liu","raw_affiliation_strings":["School of Computer Science, Shaanxi Normal University, Xi\u2019an, China","E-mail:"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Shaanxi Normal University, Xi\u2019an, China","institution_ids":["https://openalex.org/I88830068"]},{"raw_affiliation_string":"E-mail:","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100739544","display_name":"Jiulun Fan","orcid":"https://orcid.org/0000-0002-7553-204X"},"institutions":[{"id":"https://openalex.org/I1302611135","display_name":"Ministry of Public Security of the People's Republic of China","ror":"https://ror.org/00bt9we26","country_code":"CN","type":"government","lineage":["https://openalex.org/I1302611135"]},{"id":"https://openalex.org/I4210136859","display_name":"Xi\u2019an University of Posts and Telecommunications","ror":"https://ror.org/04jn0td46","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136859"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiulun Fan","raw_affiliation_strings":["Key Laboratory of Electronic Information Application Technology for Scene Investigation, Ministry of Public Security, Xi\u2019an, China","School of Communications and Information Engineering, Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, China","Key Laboratory of Electronic Information Application Technology for Scene Investigation, Ministry of Public Security, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Electronic Information Application Technology for Scene Investigation, Ministry of Public Security, Xi\u2019an, China","institution_ids":["https://openalex.org/I1302611135"]},{"raw_affiliation_string":"School of Communications and Information Engineering, Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210136859"]},{"raw_affiliation_string":"Key Laboratory of Electronic Information Application Technology for Scene Investigation, Ministry of Public Security, Xi'an, China","institution_ids":["https://openalex.org/I1302611135"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100739544"],"corresponding_institution_ids":["https://openalex.org/I1302611135","https://openalex.org/I4210136859"],"apc_list":null,"apc_paid":null,"fwci":0.9883,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.81936861,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"36","issue":"6","first_page":"5333","last_page":"5344"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9883000254631042,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9883000254631042,"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/T10320","display_name":"Neural Networks and Applications","score":0.9868000149726868,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9721999764442444,"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/computer-science","display_name":"Computer science","score":0.6209028959274292},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6173522472381592},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5844476819038391},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5719776749610901},{"id":"https://openalex.org/keywords/spatial-analysis","display_name":"Spatial analysis","score":0.5588583946228027},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.536807119846344},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5243765711784363},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4994380474090576},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.49006760120391846},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.48593488335609436},{"id":"https://openalex.org/keywords/segmentation-based-object-categorization","display_name":"Segmentation-based object categorization","score":0.4847511947154999},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4731743633747101},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.40509751439094543},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.39159587025642395},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3430485129356384},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3418805003166199},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23485127091407776},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.0672360360622406}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6209028959274292},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6173522472381592},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5844476819038391},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5719776749610901},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.5588583946228027},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.536807119846344},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5243765711784363},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4994380474090576},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.49006760120391846},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.48593488335609436},{"id":"https://openalex.org/C25694479","wikidata":"https://www.wikidata.org/wiki/Q7446278","display_name":"Segmentation-based object categorization","level":5,"score":0.4847511947154999},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4731743633747101},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40509751439094543},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.39159587025642395},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3430485129356384},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3418805003166199},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23485127091407776},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0672360360622406},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-181191","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-181191","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1967584880","https://openalex.org/W1970636524","https://openalex.org/W1972544340","https://openalex.org/W1983753875","https://openalex.org/W1990368529","https://openalex.org/W1995450389","https://openalex.org/W1996747841","https://openalex.org/W2006611586","https://openalex.org/W2007861510","https://openalex.org/W2011923546","https://openalex.org/W2036684903","https://openalex.org/W2043245323","https://openalex.org/W2083790562","https://openalex.org/W2085116982","https://openalex.org/W2097300632","https://openalex.org/W2100580765","https://openalex.org/W2101678996","https://openalex.org/W2103535990","https://openalex.org/W2107887685","https://openalex.org/W2108044931","https://openalex.org/W2108323654","https://openalex.org/W2108859253","https://openalex.org/W2113076747","https://openalex.org/W2115242586","https://openalex.org/W2121927366","https://openalex.org/W2131435419","https://openalex.org/W2148162785","https://openalex.org/W2158522165","https://openalex.org/W2170410701","https://openalex.org/W2302056359","https://openalex.org/W2319233310","https://openalex.org/W2322240213","https://openalex.org/W2488434336","https://openalex.org/W2572637570","https://openalex.org/W2801106343","https://openalex.org/W4236844765","https://openalex.org/W6676180653"],"related_works":["https://openalex.org/W3144569342","https://openalex.org/W2185902295","https://openalex.org/W2945274617","https://openalex.org/W2103507220","https://openalex.org/W2055202857","https://openalex.org/W2371519352","https://openalex.org/W4205800335","https://openalex.org/W2386644571","https://openalex.org/W2551987074","https://openalex.org/W2372421320"],"abstract_inverted_index":{"Interval":[0],"valued":[1,88,103,124,135],"fuzzy":[2,89,104,125,136],"c-means":[3],"(IVFCM)":[4],"clustering":[5,11,90],"algorithm":[6,33,44,91],"is":[7,26,45,92,129,147],"one":[8,69],"of":[9,32,113,127,145],"effective":[10,133],"algorithms.":[12],"When":[13],"applied":[14],"to":[15,28,47,81,149],"image":[16,49,66,128,146,170],"segmentation,":[17],"IVFCM":[18],"includes":[19],"three":[20],"problems":[21],"as":[22],"follows:":[23],"(1)":[24],"It":[25,63],"sensitive":[27,46],"the":[29,39,48,54,109,114,122,141,155,163],"initial":[30],"values":[31],"and":[34,51],"may":[35],"easily":[36],"fall":[37],"into":[38],"local":[40],"optimal.":[41],"(2)":[42],"The":[43],"noise":[50],"cannot":[52,74],"obtain":[53],"satisfying":[55],"performance":[56],"on":[57],"images":[58],"corrupted":[59],"by":[60],"noise.":[61],"(3)":[62],"always":[64],"performs":[65],"segmentation":[67],"under":[68],"objective":[70],"function,":[71],"therefore":[72],"it":[73],"meet":[75],"multiple":[76],"practical":[77],"needs.":[78],"In":[79],"order":[80],"address":[82],"these":[83],"problems,":[84],"a":[85,117,151],"multi-objective":[86],"interval":[87,102,123,134],"proposed":[93,164],"in":[94,168],"this":[95],"paper.":[96],"This":[97],"method":[98,165],"constructs":[99],"two":[100],"novel":[101],"fitness":[105],"functions":[106],"which":[107],"utilize":[108],"non-local":[110,142],"spatial":[111,143],"information":[112,126,144],"image.":[115],"Then":[116],"new":[118],"mutation":[119],"operator":[120],"combining":[121],"designed.":[130],"Furthermore,":[131],"an":[132],"cluster":[137],"validity":[138],"index":[139],"using":[140],"presented":[148],"select":[150],"single":[152],"solution":[153,157],"from":[154],"non-dominated":[156],"set.":[158],"Experimental":[159],"results":[160],"show":[161],"that":[162],"behaves":[166],"well":[167],"noisy":[169],"segmentation.":[171]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}