{"id":"https://openalex.org/W2918903593","doi":"https://doi.org/10.1186/s13640-019-0436-5","title":"Image segmentation based on fuzzy clustering with cellular automata and features weighting","display_name":"Image segmentation based on fuzzy clustering with cellular automata and features weighting","publication_year":2019,"publication_date":"2019-02-07","ids":{"openalex":"https://openalex.org/W2918903593","doi":"https://doi.org/10.1186/s13640-019-0436-5","mag":"2918903593"},"language":"en","primary_location":{"id":"doi:10.1186/s13640-019-0436-5","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13640-019-0436-5","pdf_url":"https://jivp-eurasipjournals.springeropen.com/track/pdf/10.1186/s13640-019-0436-5","source":{"id":"https://openalex.org/S153767265","display_name":"EURASIP Journal on Image and Video Processing","issn_l":"1687-5176","issn":["1687-5176","1687-5281"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Image and Video Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://jivp-eurasipjournals.springeropen.com/track/pdf/10.1186/s13640-019-0436-5","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035128762","display_name":"Chengfan Li","orcid":"https://orcid.org/0000-0001-9633-4475"},"institutions":[{"id":"https://openalex.org/I4210111959","display_name":"Shanghai Advanced Research Institute","ror":"https://ror.org/02br7py06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210111959"]},{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]},{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chengfan Li","raw_affiliation_strings":["School of Computer Engineering and Science, Shanghai University, 711 Computer Building, Shanghai, 200444, People\u2019s Republic of China","Shanghai Institute of Advanced Communication and Data Science, Shanghai University, Shanghai, 200444, People\u2019s Republic of China","School of Computer Engineering and Science, Shanghai University, 711 Computer Building, Shanghai, 200444, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai University, 711 Computer Building, Shanghai, 200444, People\u2019s Republic of China","institution_ids":["https://openalex.org/I141962983","https://openalex.org/I113940042"]},{"raw_affiliation_string":"Shanghai Institute of Advanced Communication and Data Science, Shanghai University, Shanghai, 200444, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210111959","https://openalex.org/I113940042"]},{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai University, 711 Computer Building, Shanghai, 200444, People's Republic of China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100748129","display_name":"Lan Liu","orcid":"https://orcid.org/0000-0002-7525-5759"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lan Liu","raw_affiliation_strings":["School of Electronic and Electrical Engineering, Shanghai University of Engineering Science, Shanghai, 201620, People\u2019s Republic of China","School of Electronic and Electrical Engineering, Shanghai University of Engineering Science, Shanghai, 201620, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Electrical Engineering, Shanghai University of Engineering Science, Shanghai, 201620, People\u2019s Republic of China","institution_ids":["https://openalex.org/I141962983"]},{"raw_affiliation_string":"School of Electronic and Electrical Engineering, Shanghai University of Engineering Science, Shanghai, 201620, People's Republic of China","institution_ids":["https://openalex.org/I141962983"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102015509","display_name":"Xiankun Sun","orcid":"https://orcid.org/0000-0002-4902-0067"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]},{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiankun Sun","raw_affiliation_strings":["School of Computer Engineering and Science, Shanghai University, 711 Computer Building, Shanghai, 200444, People\u2019s Republic of China","School of Electronic and Electrical Engineering, Shanghai University of Engineering Science, Shanghai, 201620, People\u2019s Republic of China","School of Computer Engineering and Science, Shanghai University, 711 Computer Building, Shanghai, 200444, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai University, 711 Computer Building, Shanghai, 200444, People\u2019s Republic of China","institution_ids":["https://openalex.org/I141962983","https://openalex.org/I113940042"]},{"raw_affiliation_string":"School of Electronic and Electrical Engineering, Shanghai University of Engineering Science, Shanghai, 201620, People\u2019s Republic of China","institution_ids":["https://openalex.org/I141962983"]},{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai University, 711 Computer Building, Shanghai, 200444, People's Republic of China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086811927","display_name":"Junjuan Zhao","orcid":"https://orcid.org/0000-0002-8071-1421"},"institutions":[{"id":"https://openalex.org/I141962983","display_name":"Shanghai University of Engineering Science","ror":"https://ror.org/0557b9y08","country_code":"CN","type":"education","lineage":["https://openalex.org/I141962983"]},{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junjuan Zhao","raw_affiliation_strings":["School of Computer Engineering and Science, Shanghai University, 711 Computer Building, Shanghai, 200444, People\u2019s Republic of China","School of Computer Engineering and Science, Shanghai University, 711 Computer Building, Shanghai, 200444, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai University, 711 Computer Building, Shanghai, 200444, People\u2019s Republic of China","institution_ids":["https://openalex.org/I141962983","https://openalex.org/I113940042"]},{"raw_affiliation_string":"School of Computer Engineering and Science, Shanghai University, 711 Computer Building, Shanghai, 200444, People's Republic of China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100652066","display_name":"Jingyuan Yin","orcid":"https://orcid.org/0000-0001-7999-3292"},"institutions":[{"id":"https://openalex.org/I4210149611","display_name":"Seismological Bureau of Shanghai","ror":"https://ror.org/04g9b5w11","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210149611"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingyuan Yin","raw_affiliation_strings":["Earthquake Administration of Shanghai Municipality, Shanghai, 200062, People\u2019s Republic of China","Earthquake Administration of Shanghai Municipality, Shanghai, 200062, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"Earthquake Administration of Shanghai Municipality, Shanghai, 200062, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210149611"]},{"raw_affiliation_string":"Earthquake Administration of Shanghai Municipality, Shanghai, 200062, People's Republic of China","institution_ids":["https://openalex.org/I4210149611"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5035128762"],"corresponding_institution_ids":["https://openalex.org/I113940042","https://openalex.org/I141962983","https://openalex.org/I4210111959"],"apc_list":{"value":1140,"currency":"GBP","value_usd":1398},"apc_paid":{"value":1140,"currency":"GBP","value_usd":1398},"fwci":5.2578,"has_fulltext":true,"cited_by_count":35,"citation_normalized_percentile":{"value":0.95815116,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"2019","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9828000068664551,"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":0.9828000068664551,"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/T10057","display_name":"Face and Expression Recognition","score":0.9768000245094299,"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":0.972000002861023,"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":0.7218418121337891},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.662016749382019},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.6425137519836426},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6272366046905518},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6134491562843323},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5870035886764526},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.572601854801178},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.5254893898963928},{"id":"https://openalex.org/keywords/segmentation-based-object-categorization","display_name":"Segmentation-based object categorization","score":0.5198341012001038},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.507134199142456},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4833261966705322},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.47622305154800415},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.45175376534461975},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.43436920642852783}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7218418121337891},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.662016749382019},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.6425137519836426},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6272366046905518},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6134491562843323},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5870035886764526},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.572601854801178},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.5254893898963928},{"id":"https://openalex.org/C25694479","wikidata":"https://www.wikidata.org/wiki/Q7446278","display_name":"Segmentation-based object categorization","level":5,"score":0.5198341012001038},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.507134199142456},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4833261966705322},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.47622305154800415},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.45175376534461975},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.43436920642852783},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","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/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s13640-019-0436-5","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13640-019-0436-5","pdf_url":"https://jivp-eurasipjournals.springeropen.com/track/pdf/10.1186/s13640-019-0436-5","source":{"id":"https://openalex.org/S153767265","display_name":"EURASIP Journal on Image and Video Processing","issn_l":"1687-5176","issn":["1687-5176","1687-5281"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Image and Video Processing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:3161e2ce938241a6a1cbdd4c54d4ab11","is_oa":true,"landing_page_url":"https://doaj.org/article/3161e2ce938241a6a1cbdd4c54d4ab11","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"EURASIP Journal on Image and Video Processing, Vol 2019, Iss 1, Pp 1-11 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13640-019-0436-5","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13640-019-0436-5","pdf_url":"https://jivp-eurasipjournals.springeropen.com/track/pdf/10.1186/s13640-019-0436-5","source":{"id":"https://openalex.org/S153767265","display_name":"EURASIP Journal on Image and Video Processing","issn_l":"1687-5176","issn":["1687-5176","1687-5281"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Image and Video Processing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5167091242","display_name":null,"funder_award_id":"No. 1","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5848258319","display_name":null,"funder_award_id":"0 and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8726124511","display_name":null,"funder_award_id":"41404024","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2918903593.pdf","grobid_xml":"https://content.openalex.org/works/W2918903593.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W1963847195","https://openalex.org/W1967584880","https://openalex.org/W1969939394","https://openalex.org/W1996747841","https://openalex.org/W2008594480","https://openalex.org/W2009609095","https://openalex.org/W2018861434","https://openalex.org/W2027656446","https://openalex.org/W2089140201","https://openalex.org/W2104109662","https://openalex.org/W2108859253","https://openalex.org/W2113076747","https://openalex.org/W2150738959","https://openalex.org/W2352959600","https://openalex.org/W2359208213","https://openalex.org/W2362157825","https://openalex.org/W2374042326","https://openalex.org/W2376276029","https://openalex.org/W2379856804","https://openalex.org/W2388891296","https://openalex.org/W2473400908","https://openalex.org/W2581195246","https://openalex.org/W2614154707","https://openalex.org/W2747222428","https://openalex.org/W2766671363","https://openalex.org/W2794274760","https://openalex.org/W2802954827","https://openalex.org/W2888863419","https://openalex.org/W3141271671","https://openalex.org/W4246767555"],"related_works":["https://openalex.org/W3144569342","https://openalex.org/W2185902295","https://openalex.org/W2945274617","https://openalex.org/W2103507220","https://openalex.org/W2785294226","https://openalex.org/W1999008862","https://openalex.org/W2371519352","https://openalex.org/W4205800335","https://openalex.org/W2386644571","https://openalex.org/W2551987074"],"abstract_inverted_index":{"Aiming":[0],"at":[1],"the":[2,10,18,26,49,53,58,62,72,76,80,87,92,107],"sensitivity":[3],"of":[4,75,91],"fuzzy":[5,39,73],"C-means":[6],"(FCM)":[7],"method":[8,36,94,109],"to":[9,24],"initial":[11],"clustering":[12,40,74],"center":[13],"and":[14,17,45,55,61,66,84,89,119,128,135],"noise":[15],"data,":[16],"single":[19],"feature":[20,60,64],"being":[21],"not":[22,110],"able":[23],"segment":[25,125],"image":[27,34,59,101],"effectively,":[28],"this":[29,68],"paper":[30,69],"proposes":[31],"a":[32],"new":[33],"segmentation":[35,78],"based":[37],"on":[38],"with":[41],"cellular":[42],"automata":[43],"(CA)":[44],"features":[46],"weighting.":[47],"Taking":[48],"gray":[50],"level":[51],"as":[52],"object":[54],"combining":[56],"fully":[57],"spatial":[63],"weighting":[65],"FCM,":[67],"quickly":[70],"realizes":[71],"images":[77,127,134],"by":[79],"CA\u2019s":[81],"self-iteration":[82],"function":[83],"finally":[85],"discusses":[86],"effectiveness":[88],"feasibility":[90],"proposed":[93,108],"in":[95],"long-term":[96,129],"sequences":[97],"satellite":[98,131],"remote":[99,132],"sensing":[100,133],"segmentation.":[102],"Our":[103],"experiments":[104],"show":[105],"that":[106],"only":[111],"has":[112,136],"fast":[113],"convergence":[114],"speed,":[115],"strong":[116],"anti-noise":[117],"property,":[118],"robustness,":[120],"but":[121],"also":[122],"can":[123],"effectively":[124],"common":[126],"sequence":[130],"good":[137],"applicability.":[138]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":8}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}