{"id":"https://openalex.org/W3157591873","doi":"https://doi.org/10.1007/s40747-021-00380-3","title":"Differential evolution algorithm with population knowledge fusion strategy for image registration","display_name":"Differential evolution algorithm with population knowledge fusion strategy for image registration","publication_year":2021,"publication_date":"2021-05-03","ids":{"openalex":"https://openalex.org/W3157591873","doi":"https://doi.org/10.1007/s40747-021-00380-3","mag":"3157591873"},"language":"en","primary_location":{"id":"doi:10.1007/s40747-021-00380-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-021-00380-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-021-00380-3.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"Complex &amp; Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s40747-021-00380-3.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090009146","display_name":"Yu Sun","orcid":"https://orcid.org/0000-0002-7787-7690"},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yu Sun","raw_affiliation_strings":["School of Computer and Electronics and Information, Guangxi University, Nanning, 530004, People\u2019s Republic of China","School of Computer and Electronics and Information, Guangxi University, Nanning, 530004, People's Republic of China"],"raw_orcid":"https://orcid.org/0000-0002-7787-7690","affiliations":[{"raw_affiliation_string":"School of Computer and Electronics and Information, Guangxi University, Nanning, 530004, People\u2019s Republic of China","institution_ids":["https://openalex.org/I150807315"]},{"raw_affiliation_string":"School of Computer and Electronics and Information, Guangxi University, Nanning, 530004, People's Republic of China","institution_ids":["https://openalex.org/I150807315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061552343","display_name":"Yaoshen Li","orcid":null},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaoshen Li","raw_affiliation_strings":["School of Computer and Electronics and Information, Guangxi University, Nanning, 530004, People\u2019s Republic of China","School of Computer and Electronics and Information, Guangxi University, Nanning, 530004, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Electronics and Information, Guangxi University, Nanning, 530004, People\u2019s Republic of China","institution_ids":["https://openalex.org/I150807315"]},{"raw_affiliation_string":"School of Computer and Electronics and Information, Guangxi University, Nanning, 530004, People's Republic of China","institution_ids":["https://openalex.org/I150807315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114860769","display_name":"Yingying Yang","orcid":"https://orcid.org/0000-0003-1813-6574"},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingying Yang","raw_affiliation_strings":["School of Computer and Electronics and Information, Guangxi University, Nanning, 530004, People\u2019s Republic of China","School of Computer and Electronics and Information, Guangxi University, Nanning, 530004, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Electronics and Information, Guangxi University, Nanning, 530004, People\u2019s Republic of China","institution_ids":["https://openalex.org/I150807315"]},{"raw_affiliation_string":"School of Computer and Electronics and Information, Guangxi University, Nanning, 530004, People's Republic of China","institution_ids":["https://openalex.org/I150807315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055804839","display_name":"Hongda Yue","orcid":"https://orcid.org/0000-0001-8425-921X"},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongda Yue","raw_affiliation_strings":["School of Computer and Electronics and Information, Guangxi University, Nanning, 530004, People\u2019s Republic of China","School of Computer and Electronics and Information, Guangxi University, Nanning, 530004, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Electronics and Information, Guangxi University, Nanning, 530004, People\u2019s Republic of China","institution_ids":["https://openalex.org/I150807315"]},{"raw_affiliation_string":"School of Computer and Electronics and Information, Guangxi University, Nanning, 530004, People's Republic of China","institution_ids":["https://openalex.org/I150807315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5090009146"],"corresponding_institution_ids":["https://openalex.org/I150807315"],"apc_list":{"value":1320,"currency":"GBP","value_usd":1619},"apc_paid":{"value":1320,"currency":"GBP","value_usd":1619},"fwci":1.2622,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.81662331,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"8","issue":"2","first_page":"835","last_page":"850"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998000264167786,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9998000264167786,"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/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9973999857902527,"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/benchmark","display_name":"Benchmark (surveying)","score":0.7674044370651245},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.7081981897354126},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6009082794189453},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5591697096824646},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.525160014629364},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5205415487289429},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5153107643127441},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5138623714447021},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.49299880862236023},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.48635441064834595},{"id":"https://openalex.org/keywords/rate-of-convergence","display_name":"Rate of convergence","score":0.454553484916687},{"id":"https://openalex.org/keywords/gradient-descent","display_name":"Gradient descent","score":0.42742496728897095},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.4195926785469055},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.344860702753067},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2586599588394165},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.18908816576004028},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.1481800377368927}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7674044370651245},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.7081981897354126},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6009082794189453},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5591697096824646},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.525160014629364},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5205415487289429},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5153107643127441},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5138623714447021},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.49299880862236023},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.48635441064834595},{"id":"https://openalex.org/C57869625","wikidata":"https://www.wikidata.org/wiki/Q1783502","display_name":"Rate of convergence","level":3,"score":0.454553484916687},{"id":"https://openalex.org/C153258448","wikidata":"https://www.wikidata.org/wiki/Q1199743","display_name":"Gradient descent","level":3,"score":0.42742496728897095},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.4195926785469055},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.344860702753067},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2586599588394165},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.18908816576004028},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.1481800377368927},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s40747-021-00380-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-021-00380-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-021-00380-3.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"Complex &amp; Intelligent Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s40747-021-00380-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-021-00380-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-021-00380-3.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"Complex &amp; Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5377320181","display_name":null,"funder_award_id":"2018GXNSFAA294133","funder_id":"https://openalex.org/F4320313613","funder_display_name":"Natural Science Foundation of Guangxi Zhuang Autonomous Region"},{"id":"https://openalex.org/G5740189029","display_name":null,"funder_award_id":"KF1401","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7960934805","display_name":null,"funder_award_id":"KF1401","funder_id":"https://openalex.org/F4320335430","funder_display_name":"Guangxi Experiment Center of Information Science"},{"id":"https://openalex.org/G991597101","display_name":null,"funder_award_id":"61763002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320313613","display_name":"Natural Science Foundation of Guangxi Zhuang Autonomous Region","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335430","display_name":"Guangxi Experiment Center of Information Science","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3157591873.pdf","grobid_xml":"https://content.openalex.org/works/W3157591873.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W1595159159","https://openalex.org/W1755390828","https://openalex.org/W1875698153","https://openalex.org/W1908207568","https://openalex.org/W1963623641","https://openalex.org/W1968005908","https://openalex.org/W1972731536","https://openalex.org/W2017258920","https://openalex.org/W2017568388","https://openalex.org/W2051667550","https://openalex.org/W2057175746","https://openalex.org/W2074589309","https://openalex.org/W2098073879","https://openalex.org/W2119605622","https://openalex.org/W2126105956","https://openalex.org/W2151103935","https://openalex.org/W2152100799","https://openalex.org/W2240825373","https://openalex.org/W2274574188","https://openalex.org/W2313528501","https://openalex.org/W2527572108","https://openalex.org/W2549994478","https://openalex.org/W2589572395","https://openalex.org/W2758008099","https://openalex.org/W2790368141","https://openalex.org/W2795257254","https://openalex.org/W2899614368","https://openalex.org/W2908429255","https://openalex.org/W2919765767","https://openalex.org/W2930729487","https://openalex.org/W2939435223","https://openalex.org/W2965421546","https://openalex.org/W2968534587","https://openalex.org/W2971217618","https://openalex.org/W2972326063","https://openalex.org/W3010961017","https://openalex.org/W3027210649","https://openalex.org/W3038748417","https://openalex.org/W3046853682","https://openalex.org/W3047314119","https://openalex.org/W3085850141","https://openalex.org/W3110565446","https://openalex.org/W3119185899","https://openalex.org/W3137259460"],"related_works":["https://openalex.org/W2968727955","https://openalex.org/W3099656834","https://openalex.org/W1708394971","https://openalex.org/W2885410959","https://openalex.org/W3047153173","https://openalex.org/W2549765251","https://openalex.org/W2135310322","https://openalex.org/W4229366680","https://openalex.org/W3133779647","https://openalex.org/W3204672887"],"abstract_inverted_index":{"Abstract":[0],"Image":[1],"registration":[2],"is":[3,17,49,101],"a":[4,18,44],"challenging":[5],"NP-hard":[6],"problem":[7],"within":[8],"the":[9,25,29,37,42,63,67,71,75,98,104],"computer":[10],"vision":[11],"field.":[12],"The":[13,78,93],"differential":[14,46],"evolutionary":[15],"algorithm":[16,48,100],"simple":[19],"and":[20,39,57,70,84,89,114],"efficient":[21],"method":[22],"to":[23,61,103],"find":[24],"best":[26],"among":[27],"all":[28],"possible":[30],"common":[31],"parts":[32],"of":[33,41,109],"images.":[34],"To":[35],"improve":[36],"efficiency":[38],"accuracy":[40],"registration,":[43],"knowledge-fusion-based":[45],"evolution":[47],"proposed,":[50],"which":[51],"combines":[52],"segmentation,":[53],"gradient":[54],"descent":[55],"method,":[56],"hybrid":[58],"selection":[59],"strategy":[60],"enhance":[62],"exploration":[64],"ability":[65,73],"in":[66,74,107],"early":[68],"stage":[69],"exploitation":[72],"later":[76],"stage.":[77],"proposed":[79,99],"algorithms":[80,106],"have":[81],"been":[82],"implemented":[83],"tested":[85],"with":[86],"CEC2013":[87],"benchmark":[88],"real":[90],"image":[91],"data.":[92],"experimental":[94],"results":[95],"show":[96],"that":[97],"superior":[102],"existing":[105],"terms":[108],"solution":[110,115],"quality,":[111],"convergence":[112],"speed,":[113],"success":[116],"rate.":[117]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
