{"id":"https://openalex.org/W2990632203","doi":"https://doi.org/10.1080/17445760.2019.1689568","title":"Improved hybrid particle swarm optimisation for image segmentation","display_name":"Improved hybrid particle swarm optimisation for image segmentation","publication_year":2019,"publication_date":"2019-11-22","ids":{"openalex":"https://openalex.org/W2990632203","doi":"https://doi.org/10.1080/17445760.2019.1689568","mag":"2990632203"},"language":"en","primary_location":{"id":"doi:10.1080/17445760.2019.1689568","is_oa":false,"landing_page_url":"https://doi.org/10.1080/17445760.2019.1689568","pdf_url":null,"source":{"id":"https://openalex.org/S85375271","display_name":"International Journal of Parallel Emergent and Distributed Systems","issn_l":"1744-5760","issn":["1744-5760","1744-5779"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Parallel, Emergent and Distributed 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/A5100435092","display_name":"Shuo Liu","orcid":"https://orcid.org/0000-0001-7632-9273"},"institutions":[{"id":"https://openalex.org/I14116566","display_name":"Wuhan Polytechnic University","ror":"https://ror.org/05w0e5j23","country_code":"CN","type":"education","lineage":["https://openalex.org/I14116566"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuo Liu","raw_affiliation_strings":["Department of Math and Computer, Wuhan Polytechnic University, Wuhan, People\u2019s Republic of China"],"affiliations":[{"raw_affiliation_string":"Department of Math and Computer, Wuhan Polytechnic University, Wuhan, People\u2019s Republic of China","institution_ids":["https://openalex.org/I14116566"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101731292","display_name":"Kang Zhou","orcid":"https://orcid.org/0000-0002-0205-768X"},"institutions":[{"id":"https://openalex.org/I14116566","display_name":"Wuhan Polytechnic University","ror":"https://ror.org/05w0e5j23","country_code":"CN","type":"education","lineage":["https://openalex.org/I14116566"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kang Zhou","raw_affiliation_strings":["Department of Math and Computer, Wuhan Polytechnic University, Wuhan, People\u2019s Republic of China"],"affiliations":[{"raw_affiliation_string":"Department of Math and Computer, Wuhan Polytechnic University, Wuhan, People\u2019s Republic of China","institution_ids":["https://openalex.org/I14116566"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020345870","display_name":"Huaqing Qi","orcid":null},"institutions":[{"id":"https://openalex.org/I14116566","display_name":"Wuhan Polytechnic University","ror":"https://ror.org/05w0e5j23","country_code":"CN","type":"education","lineage":["https://openalex.org/I14116566"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huaqing Qi","raw_affiliation_strings":["Department of Economics and Management, Wuhan Polytechnic University, Wuhan, People\u2019s Republic of China"],"affiliations":[{"raw_affiliation_string":"Department of Economics and Management, Wuhan Polytechnic University, Wuhan, People\u2019s Republic of China","institution_ids":["https://openalex.org/I14116566"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019860810","display_name":"Jiangrong Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I14116566","display_name":"Wuhan Polytechnic University","ror":"https://ror.org/05w0e5j23","country_code":"CN","type":"education","lineage":["https://openalex.org/I14116566"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiangrong Liu","raw_affiliation_strings":["Department of Math and Computer, Wuhan Polytechnic University, Wuhan, People\u2019s Republic of China"],"affiliations":[{"raw_affiliation_string":"Department of Math and Computer, Wuhan Polytechnic University, Wuhan, People\u2019s Republic of China","institution_ids":["https://openalex.org/I14116566"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101731292"],"corresponding_institution_ids":["https://openalex.org/I14116566"],"apc_list":null,"apc_paid":null,"fwci":0.6653,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.71192954,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"36","issue":"1","first_page":"44","last_page":"50"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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":0.9926999807357788,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9919000267982483,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.81597900390625},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6227504014968872},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5678378343582153},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5236782431602478},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4917590916156769},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4757416248321533},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4307178258895874},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3907439410686493},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.34490615129470825},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2520899474620819}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.81597900390625},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6227504014968872},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5678378343582153},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5236782431602478},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4917590916156769},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4757416248321533},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4307178258895874},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3907439410686493},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.34490615129470825},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2520899474620819}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/17445760.2019.1689568","is_oa":false,"landing_page_url":"https://doi.org/10.1080/17445760.2019.1689568","pdf_url":null,"source":{"id":"https://openalex.org/S85375271","display_name":"International Journal of Parallel Emergent and Distributed Systems","issn_l":"1744-5760","issn":["1744-5760","1744-5779"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Parallel, Emergent and Distributed Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7604172241","display_name":null,"funder_award_id":"61179032and 61303116","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W431163592","https://openalex.org/W1552864539","https://openalex.org/W1980626758","https://openalex.org/W2097968973","https://openalex.org/W2190599092","https://openalex.org/W2228138522","https://openalex.org/W2368506449","https://openalex.org/W2563115503","https://openalex.org/W2568247896","https://openalex.org/W2911773354","https://openalex.org/W2912798484","https://openalex.org/W6600088684"],"related_works":["https://openalex.org/W3019402777","https://openalex.org/W4386596916","https://openalex.org/W3212544526","https://openalex.org/W2031835531","https://openalex.org/W2388590088","https://openalex.org/W1969166468","https://openalex.org/W4379231730","https://openalex.org/W2122371747","https://openalex.org/W2069224524","https://openalex.org/W1522196789"],"abstract_inverted_index":{"A":[0],"method":[1],"for":[2],"image":[3,91],"segmentation":[4],"based":[5,38],"on":[6,39,69,90],"improved":[7,63],"hybrid":[8],"particle":[9,36,57],"swarm":[10],"optimisation":[11,59],"(PSO)":[12],"is":[13,25,65],"proposed.":[14],"In":[15],"view":[16],"of":[17,42,55,61],"the":[18,21,35,40,53,56,62,76,81],"shortcoming":[19],"that":[20,75,86],"traditional":[22],"PSO":[23,64],"algorithm":[24,77],"easy":[26],"to":[27],"fall":[28],"into":[29],"local":[30],"optimal":[31],"solution,":[32],"we":[33],"update":[34],"velocity":[37],"combination":[41],"global":[43],"optimisation,":[44],"region":[45],"equilibrium":[46],"and":[47,58],"compression":[48],"factor.":[49],"By":[50],"this":[51],"way,":[52],"searchability":[54],"performance":[60],"improved.":[66],"Experiments":[67,83],"results":[68],"three":[70],"classic":[71],"test":[72],"functions":[73],"show":[74,85],"can":[78],"greatly":[79],"improve":[80],"searchability.":[82],"also":[84],"it":[87],"performs":[88],"well":[89],"segmentation.":[92]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}