{"id":"https://openalex.org/W3108391534","doi":"https://doi.org/10.1109/access.2020.3039742","title":"Fast and Automatic Image Segmentation Using Superpixel-Based Graph Clustering","display_name":"Fast and Automatic Image Segmentation Using Superpixel-Based Graph Clustering","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3108391534","doi":"https://doi.org/10.1109/access.2020.3039742","mag":"3108391534"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3039742","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3039742","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09269326.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09269326.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101916098","display_name":"Xiaohong Jia","orcid":"https://orcid.org/0000-0002-4853-4779"},"institutions":[{"id":"https://openalex.org/I51622183","display_name":"Shaanxi University of Science and Technology","ror":"https://ror.org/034t3zs45","country_code":"CN","type":"education","lineage":["https://openalex.org/I51622183"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaohong Jia","raw_affiliation_strings":["School of Electrical and Control Engineering, Shaanxi University of Science and Technology, Xi\u2019an, China","School of Electrical and Control Engineering, Shaanxi University of Science and Technology, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Control Engineering, Shaanxi University of Science and Technology, Xi\u2019an, China","institution_ids":["https://openalex.org/I51622183"]},{"raw_affiliation_string":"School of Electrical and Control Engineering, Shaanxi University of Science and Technology, Xi'an, China","institution_ids":["https://openalex.org/I51622183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036558091","display_name":"Tao Lei","orcid":"https://orcid.org/0000-0002-2104-9298"},"institutions":[{"id":"https://openalex.org/I51622183","display_name":"Shaanxi University of Science and Technology","ror":"https://ror.org/034t3zs45","country_code":"CN","type":"education","lineage":["https://openalex.org/I51622183"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Lei","raw_affiliation_strings":["School of Electronic Information and Artificial Intelligence, Shaanxi University of Science and Technology, Xi\u2019an, China","School of Electronic Information and Artificial Intelligence, Shaanxi University of Science and Technology, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Information and Artificial Intelligence, Shaanxi University of Science and Technology, Xi\u2019an, China","institution_ids":["https://openalex.org/I51622183"]},{"raw_affiliation_string":"School of Electronic Information and Artificial Intelligence, Shaanxi University of Science and Technology, Xi'an, China","institution_ids":["https://openalex.org/I51622183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100346833","display_name":"Peng Liu","orcid":"https://orcid.org/0000-0002-5362-7769"},"institutions":[{"id":"https://openalex.org/I51622183","display_name":"Shaanxi University of Science and Technology","ror":"https://ror.org/034t3zs45","country_code":"CN","type":"education","lineage":["https://openalex.org/I51622183"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Liu","raw_affiliation_strings":["School of Electrical and Control Engineering, Shaanxi University of Science and Technology, Xi\u2019an, China","School of Electrical and Control Engineering, Shaanxi University of Science and Technology, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Control Engineering, Shaanxi University of Science and Technology, Xi\u2019an, China","institution_ids":["https://openalex.org/I51622183"]},{"raw_affiliation_string":"School of Electrical and Control Engineering, Shaanxi University of Science and Technology, Xi'an, China","institution_ids":["https://openalex.org/I51622183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055846280","display_name":"Dinghua Xue","orcid":"https://orcid.org/0000-0001-8274-5249"},"institutions":[{"id":"https://openalex.org/I51622183","display_name":"Shaanxi University of Science and Technology","ror":"https://ror.org/034t3zs45","country_code":"CN","type":"education","lineage":["https://openalex.org/I51622183"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dinghua Xue","raw_affiliation_strings":["School of Electrical and Control Engineering, Shaanxi University of Science and Technology, Xi\u2019an, China","School of Electrical and Control Engineering, Shaanxi University of Science and Technology, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Control Engineering, Shaanxi University of Science and Technology, Xi\u2019an, China","institution_ids":["https://openalex.org/I51622183"]},{"raw_affiliation_string":"School of Electrical and Control Engineering, Shaanxi University of Science and Technology, Xi'an, China","institution_ids":["https://openalex.org/I51622183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108055798","display_name":"Hongying Meng","orcid":"https://orcid.org/0000-0002-8836-1382"},"institutions":[{"id":"https://openalex.org/I59433898","display_name":"Brunel University of London","ror":"https://ror.org/00dn4t376","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I59433898"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hongying Meng","raw_affiliation_strings":["Department of Electronic and Electrical Engineering, Brunel University London, Uxbridge, Middlesex, U.K"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Electrical Engineering, Brunel University London, Uxbridge, Middlesex, U.K","institution_ids":["https://openalex.org/I59433898"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010643037","display_name":"Asoke K. Nandi","orcid":"https://orcid.org/0000-0001-6248-2875"},"institutions":[{"id":"https://openalex.org/I59433898","display_name":"Brunel University of London","ror":"https://ror.org/00dn4t376","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I59433898"]},{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Asoke K. Nandi","raw_affiliation_strings":["Department of Electronic and Electrical Engineering, Brunel University London, Uxbridge, Middlesex, U.K","School of Mechanical Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Electrical Engineering, Brunel University London, Uxbridge, Middlesex, U.K","institution_ids":["https://openalex.org/I59433898"]},{"raw_affiliation_string":"School of Mechanical Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101916098"],"corresponding_institution_ids":["https://openalex.org/I51622183"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.9815,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.78938033,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"8","issue":null,"first_page":"211526","last_page":"211539"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9990000128746033,"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":0.9976000189781189,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9968000054359436,"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/cluster-analysis","display_name":"Cluster analysis","score":0.8147414326667786},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6578093767166138},{"id":"https://openalex.org/keywords/structuring-element","display_name":"Structuring element","score":0.6276786923408508},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6275150775909424},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.6006525754928589},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5440049767494202},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.5185985565185547},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5148274302482605},{"id":"https://openalex.org/keywords/segmentation-based-object-categorization","display_name":"Segmentation-based object categorization","score":0.4959939420223236},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.3721379041671753},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3578032851219177},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.19860076904296875},{"id":"https://openalex.org/keywords/mathematical-morphology","display_name":"Mathematical morphology","score":0.12860801815986633}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8147414326667786},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6578093767166138},{"id":"https://openalex.org/C74032544","wikidata":"https://www.wikidata.org/wiki/Q7625238","display_name":"Structuring element","level":5,"score":0.6276786923408508},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6275150775909424},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.6006525754928589},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5440049767494202},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.5185985565185547},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5148274302482605},{"id":"https://openalex.org/C25694479","wikidata":"https://www.wikidata.org/wiki/Q7446278","display_name":"Segmentation-based object categorization","level":5,"score":0.4959939420223236},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.3721379041671753},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3578032851219177},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.19860076904296875},{"id":"https://openalex.org/C185568154","wikidata":"https://www.wikidata.org/wiki/Q530242","display_name":"Mathematical morphology","level":4,"score":0.12860801815986633}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/access.2020.3039742","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3039742","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09269326.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:bura.brunel.ac.uk:2438/21964","is_oa":true,"landing_page_url":"https://bura.brunel.ac.uk/handle/2438/21964","pdf_url":null,"source":{"id":"https://openalex.org/S4306401473","display_name":"Brunel University Research Archive (BURA) (Brunel University London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I59433898","host_organization_name":"Brunel University of London","host_organization_lineage":["https://openalex.org/I59433898"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:5cb3a0392cc04fbeacbd0a4e110bbfcf","is_oa":true,"landing_page_url":"https://doaj.org/article/5cb3a0392cc04fbeacbd0a4e110bbfcf","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":"IEEE Access, Vol 8, Pp 211526-211539 (2020)","raw_type":"article"},{"id":"pmh:oai:v-lib-bura1.brunel.ac.uk:2438/21964","is_oa":false,"landing_page_url":"http://bura.brunel.ac.uk/handle/2438/21964","pdf_url":null,"source":{"id":"https://openalex.org/S4306401473","display_name":"Brunel University Research Archive (BURA) (Brunel University London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I59433898","host_organization_name":"Brunel University of London","host_organization_lineage":["https://openalex.org/I59433898"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3039742","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3039742","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09269326.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1023919524","display_name":null,"funder_award_id":", Grant","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1085685262","display_name":null,"funder_award_id":"2020NY-172","funder_id":"https://openalex.org/F4320336565","funder_display_name":"Key Science and Technology Program of Shaanxi Province"},{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1562023615","display_name":null,"funder_award_id":"61672333","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2298687453","display_name":null,"funder_award_id":"61871260","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4742204677","display_name":null,"funder_award_id":"61861024","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6051177650","display_name":null,"funder_award_id":"61811530325 (IEC\\NSFC\\170396, Royal Society, U.K.)","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6195110959","display_name":null,"funder_award_id":"61871259","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7303342754","display_name":null,"funder_award_id":"Grant 61871259, Grant 61811530325, Grant 61871260,","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8947784895","display_name":null,"funder_award_id":"61811530325","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"},{"id":"https://openalex.org/F4320336565","display_name":"Key Science and Technology Program of Shaanxi Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3108391534.pdf","grobid_xml":"https://content.openalex.org/works/W3108391534.grobid-xml"},"referenced_works_count":56,"referenced_works":["https://openalex.org/W1504193762","https://openalex.org/W1510047790","https://openalex.org/W1523534942","https://openalex.org/W1589895371","https://openalex.org/W1608731182","https://openalex.org/W1973771202","https://openalex.org/W1992147426","https://openalex.org/W2070813603","https://openalex.org/W2078087367","https://openalex.org/W2080668963","https://openalex.org/W2110158442","https://openalex.org/W2116373927","https://openalex.org/W2118136617","https://openalex.org/W2118246710","https://openalex.org/W2119531662","https://openalex.org/W2119872803","https://openalex.org/W2125297725","https://openalex.org/W2138810473","https://openalex.org/W2165012164","https://openalex.org/W2165232124","https://openalex.org/W2165835468","https://openalex.org/W2170007150","https://openalex.org/W2464278975","https://openalex.org/W2473655448","https://openalex.org/W2507473779","https://openalex.org/W2559597482","https://openalex.org/W2560185252","https://openalex.org/W2560587063","https://openalex.org/W2577472518","https://openalex.org/W2598492571","https://openalex.org/W2611926148","https://openalex.org/W2620456568","https://openalex.org/W2752197020","https://openalex.org/W2785177491","https://openalex.org/W2791155853","https://openalex.org/W2801398730","https://openalex.org/W2803524673","https://openalex.org/W2884909011","https://openalex.org/W2889017304","https://openalex.org/W2901602964","https://openalex.org/W2905621769","https://openalex.org/W2921406441","https://openalex.org/W2927689530","https://openalex.org/W2950244530","https://openalex.org/W2963198662","https://openalex.org/W2963294354","https://openalex.org/W2963451015","https://openalex.org/W2963881378","https://openalex.org/W2963961044","https://openalex.org/W3008846954","https://openalex.org/W3048714307","https://openalex.org/W3102894800","https://openalex.org/W3103010481","https://openalex.org/W3121769020","https://openalex.org/W4229903031","https://openalex.org/W6629993253"],"related_works":["https://openalex.org/W3144569342","https://openalex.org/W2945274617","https://openalex.org/W2185902295","https://openalex.org/W2103507220","https://openalex.org/W2055202857","https://openalex.org/W4205800335","https://openalex.org/W2371519352","https://openalex.org/W2386644571","https://openalex.org/W2372421320","https://openalex.org/W2901890255"],"abstract_inverted_index":{"Although":[0],"automatic":[1,16,81,197],"fuzzy":[2],"clustering":[3,11,58,69,88,160,172],"framework":[4,22],"(AFCF)":[5],"based":[6,100],"on":[7,101,123],"improved":[8,55,164],"density":[9,56,61,165],"peak":[10,57,166],"is":[12,30,41,52,64,106,121,140,149,177,193],"able":[13,194],"to":[14,108,169,195],"achieve":[15,196],"and":[17,80,152,179],"efficient":[18],"image":[19,82,198],"segmentation,":[20,199],"the":[21,32,39,45,54,98,110,115,130,133,138,144,175,184,190],"suffers":[23],"from":[24],"two":[25,74,94],"problems.":[26],"The":[27,49,90,117],"first":[28],"one":[29,51],"that":[31,53,132,189],"adaptive":[33],"morphological":[34,119],"reconstruction":[35,120],"(AMR)":[36],"employed":[37],"by":[38,44,114],"AFCF":[40],"easily":[42],"influenced":[43],"initial":[46,134],"structuring":[47,135],"element.":[48],"second":[50],"using":[59,85],"a":[60,78,124],"balance":[62],"strategy":[63],"complex":[65],"for":[66],"finding":[67],"potential":[68,171],"centers.":[70],"To":[71],"address":[72],"these":[73],"problems,":[75],"we":[76,155],"propose":[77],"fast":[79],"segmentation":[83,202],"algorithm":[84,92,192],"superpixel-based":[86],"graph":[87],"(FAS-SGC).":[89],"proposed":[91,191],"has":[93],"major":[95],"contributions.":[96],"First,":[97],"AMR":[99,139],"regional":[102,125],"minimum":[103,126],"removal":[104],"(AMR-RMR)":[105],"presented":[107],"improve":[109],"superpixel":[111],"result":[112],"generated":[113],"AMR.":[116],"binary":[118],"performed":[122],"image,":[127],"which":[128],"overcomes":[129],"problem":[131],"element":[136],"of":[137,147,163],"chosen":[141],"empirically,":[142],"since":[143,174],"geometrical":[145],"information":[146],"images":[148],"effectively":[150],"explored":[151],"utilized.":[153],"Second,":[154],"use":[156],"an":[157],"eigenvalue":[158],"gradient":[159],"(EGC)":[161],"instead":[162],"(DP)":[167],"algorithms":[168],"obtain":[170],"centers,":[173],"EGC":[176],"faster":[178],"requires":[180],"fewer":[181],"parameters":[182],"than":[183,209],"DP":[185],"algorithm.":[186],"Experiments":[187],"show":[188],"providing":[200],"better":[201],"results":[203],"while":[204],"requiring":[205],"less":[206],"execution":[207],"time":[208],"other":[210],"state-of-the-art":[211],"algorithms.":[212]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}
