{"id":"https://openalex.org/W1989264669","doi":"https://doi.org/10.1109/cec.2012.6252995","title":"Comparison study of controlling bloat model of GP in constructing filter for cell image segmentation problems","display_name":"Comparison study of controlling bloat model of GP in constructing filter for cell image segmentation problems","publication_year":2012,"publication_date":"2012-06-01","ids":{"openalex":"https://openalex.org/W1989264669","doi":"https://doi.org/10.1109/cec.2012.6252995","mag":"1989264669"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2012.6252995","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2012.6252995","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"},"type":"conference-paper","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/A5022145747","display_name":"Hiroaki Yamaguchi","orcid":"https://orcid.org/0000-0003-3021-6120"},"institutions":[{"id":"https://openalex.org/I133984924","display_name":"Doshisha University","ror":"https://ror.org/01fxdkm29","country_code":"JP","type":"education","lineage":["https://openalex.org/I133984924"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hiroaki Yamaguchi","raw_affiliation_strings":["Graduate School of Engineering, Doshisha University, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Engineering, Doshisha University, Japan","institution_ids":["https://openalex.org/I133984924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036543534","display_name":"Tomoyuki Hiroyasu","orcid":"https://orcid.org/0000-0003-0730-7905"},"institutions":[{"id":"https://openalex.org/I133984924","display_name":"Doshisha University","ror":"https://ror.org/01fxdkm29","country_code":"JP","type":"education","lineage":["https://openalex.org/I133984924"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tomoyuki Hiroyasu","raw_affiliation_strings":["Faculty of Life and Medical Sciences, Doshisha University, Japan","[Faculty of Life and Medical Sciences, Doshisha University, Japan]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Life and Medical Sciences, Doshisha University, Japan","institution_ids":["https://openalex.org/I133984924"]},{"raw_affiliation_string":"[Faculty of Life and Medical Sciences, Doshisha University, Japan]","institution_ids":["https://openalex.org/I133984924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088221784","display_name":"Sakito Nunokawa","orcid":null},"institutions":[{"id":"https://openalex.org/I133984924","display_name":"Doshisha University","ror":"https://ror.org/01fxdkm29","country_code":"JP","type":"education","lineage":["https://openalex.org/I133984924"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Sakito Nunokawa","raw_affiliation_strings":["Faculty of Life and Medical Sciences, Doshisha University, Japan","[Faculty of Life and Medical Sciences, Doshisha University, Japan]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Life and Medical Sciences, Doshisha University, Japan","institution_ids":["https://openalex.org/I133984924"]},{"raw_affiliation_string":"[Faculty of Life and Medical Sciences, Doshisha University, Japan]","institution_ids":["https://openalex.org/I133984924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101639192","display_name":"Noriko Koizumi","orcid":"https://orcid.org/0000-0002-6940-1334"},"institutions":[{"id":"https://openalex.org/I133984924","display_name":"Doshisha University","ror":"https://ror.org/01fxdkm29","country_code":"JP","type":"education","lineage":["https://openalex.org/I133984924"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Noriko Koizumi","raw_affiliation_strings":["Faculty of Life and Medical Sciences, Doshisha University, Japan","[Faculty of Life and Medical Sciences, Doshisha University, Japan]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Life and Medical Sciences, Doshisha University, Japan","institution_ids":["https://openalex.org/I133984924"]},{"raw_affiliation_string":"[Faculty of Life and Medical Sciences, Doshisha University, Japan]","institution_ids":["https://openalex.org/I133984924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008570444","display_name":"Naoki Okumura","orcid":"https://orcid.org/0000-0003-2275-5263"},"institutions":[{"id":"https://openalex.org/I133984924","display_name":"Doshisha University","ror":"https://ror.org/01fxdkm29","country_code":"JP","type":"education","lineage":["https://openalex.org/I133984924"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Naoki Okumura","raw_affiliation_strings":["Faculty of Life and Medical Sciences, Doshisha University, Japan","[Faculty of Life and Medical Sciences, Doshisha University, Japan]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Life and Medical Sciences, Doshisha University, Japan","institution_ids":["https://openalex.org/I133984924"]},{"raw_affiliation_string":"[Faculty of Life and Medical Sciences, Doshisha University, Japan]","institution_ids":["https://openalex.org/I133984924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112261226","display_name":"Hisatake Yokouchi","orcid":null},"institutions":[{"id":"https://openalex.org/I133984924","display_name":"Doshisha University","ror":"https://ror.org/01fxdkm29","country_code":"JP","type":"education","lineage":["https://openalex.org/I133984924"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hisatake Yokouchi","raw_affiliation_strings":["Faculty of Life and Medical Sciences, Doshisha University, Japan","[Faculty of Life and Medical Sciences, Doshisha University, Japan]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Life and Medical Sciences, Doshisha University, Japan","institution_ids":["https://openalex.org/I133984924"]},{"raw_affiliation_string":"[Faculty of Life and Medical Sciences, Doshisha University, Japan]","institution_ids":["https://openalex.org/I133984924"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087321704","display_name":"Mitsunori Miki","orcid":null},"institutions":[{"id":"https://openalex.org/I133984924","display_name":"Doshisha University","ror":"https://ror.org/01fxdkm29","country_code":"JP","type":"education","lineage":["https://openalex.org/I133984924"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Mitsunori Miki","raw_affiliation_strings":["Faculty of Science and Engineering, Doshisha University","Faculty of science and Engineering, Doshisha University, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Science and Engineering, Doshisha University","institution_ids":["https://openalex.org/I133984924"]},{"raw_affiliation_string":"Faculty of science and Engineering, Doshisha University, Japan","institution_ids":["https://openalex.org/I133984924"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011990551","display_name":"Masato Yoshimi","orcid":"https://orcid.org/0000-0003-1343-9795"},"institutions":[{"id":"https://openalex.org/I133984924","display_name":"Doshisha University","ror":"https://ror.org/01fxdkm29","country_code":"JP","type":"education","lineage":["https://openalex.org/I133984924"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masato Yoshimi","raw_affiliation_strings":["Faculty of Science and Engineering, Doshisha University, Japan","Faculty of science and Engineering, Doshisha University, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Science and Engineering, Doshisha University, Japan","institution_ids":["https://openalex.org/I133984924"]},{"raw_affiliation_string":"Faculty of science and Engineering, Doshisha University, Japan","institution_ids":["https://openalex.org/I133984924"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I133984924"],"apc_list":null,"apc_paid":null,"fwci":5.5933,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.95069152,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"2610","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9954000115394592,"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/T10616","display_name":"Smart Agriculture and AI","score":0.9869999885559082,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6833754777908325},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.6465687155723572},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.6358230710029602},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6314245462417603},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5919899940490723},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.46757107973098755},{"id":"https://openalex.org/keywords/composite-image-filter","display_name":"Composite image filter","score":0.466716468334198},{"id":"https://openalex.org/keywords/crossover","display_name":"Crossover","score":0.45567354559898376},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4461621940135956},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4450426399707794},{"id":"https://openalex.org/keywords/image-texture","display_name":"Image texture","score":0.44216012954711914},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.4101729094982147},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.38940709829330444}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6833754777908325},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.6465687155723572},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.6358230710029602},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6314245462417603},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5919899940490723},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.46757107973098755},{"id":"https://openalex.org/C78087231","wikidata":"https://www.wikidata.org/wiki/Q5156759","display_name":"Composite image filter","level":3,"score":0.466716468334198},{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.45567354559898376},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4461621940135956},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4450426399707794},{"id":"https://openalex.org/C63099799","wikidata":"https://www.wikidata.org/wiki/Q17147001","display_name":"Image texture","level":4,"score":0.44216012954711914},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.4101729094982147},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.38940709829330444},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2012.6252995","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2012.6252995","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1488666798","https://openalex.org/W1557787235","https://openalex.org/W1943663474","https://openalex.org/W1949960611","https://openalex.org/W1991916986","https://openalex.org/W2012178969","https://openalex.org/W2046914886","https://openalex.org/W2047751098","https://openalex.org/W2080010894","https://openalex.org/W2106950091","https://openalex.org/W2107554012","https://openalex.org/W2109166259","https://openalex.org/W2115652054","https://openalex.org/W2132196970","https://openalex.org/W2152433448","https://openalex.org/W2334781337","https://openalex.org/W3023540311","https://openalex.org/W4240589876","https://openalex.org/W6641017179"],"related_works":["https://openalex.org/W2082776239","https://openalex.org/W2142324575","https://openalex.org/W2123029667","https://openalex.org/W2051028534","https://openalex.org/W2164305954","https://openalex.org/W1501730763","https://openalex.org/W2046401452","https://openalex.org/W1772786136","https://openalex.org/W1963986408","https://openalex.org/W1593354505"],"abstract_inverted_index":{"The":[0,116,139],"final":[1],"goal":[2],"of":[3,28,44,87,118,165],"this":[4,71],"research":[5],"is":[6,145],"to":[7,33,46,76,96,147],"construct":[8,47],"a":[9],"cell":[10,77,137,158],"image":[11,20,26,36,50,78,119,154,159],"analysis":[12,21],"system":[13],"for":[14,157],"supporting":[15],"corneal":[16],"regenerative":[17],"medicine.":[18],"Existing":[19],"software":[22],"requires":[23],"knowledge":[24],"about":[25],"processing":[27,37,51,120,155],"users":[29,31],"because":[30],"have":[32,57],"combine":[34],"several":[35,42],"on":[38,163],"its":[39],"analysis.":[40],"Therefore,":[41],"types":[43,93],"methods":[45],"the":[48,97,127],"objective":[49],"automatically":[52],"using":[53,134],"genetic":[54],"programming":[55],"(GP)":[56],"been":[58],"proposed.":[59],"However,":[60],"in":[61,94,150],"conventional":[62],"researches,":[63],"only":[64],"canonical":[65,98],"GP":[66,73,124],"models":[67,74,90,125,149],"were":[68,91],"utilized.":[69],"In":[70],"paper,":[72],"suited":[75],"segmentation":[79],"are":[80,101,129],"investigated":[81],"applying":[82],"proposed":[83],"controlling":[84],"bloat":[85],"model":[86],"GP.":[88],"Applied":[89],"six":[92],"addition":[95],"model;":[99],"those":[100],"Double":[102],"Tournament,":[103],"Tarpeian,":[104],"Non-Destructive":[105],"Crossover":[106],"(NDC),":[107],"Recombinative":[108],"Hill-Climbing":[109],"(RHC),":[110],"Spatial":[111],"Structure":[112],"+":[113],"Elitism":[114],"(SS+E).":[115],"combination":[117],"obtained":[121],"by":[122,131],"these":[123],"and":[126,153,169],"robustness":[128,152],"examined":[130],"comparative":[132],"experiments,":[133],"corned":[135],"endothelium":[136],"image.":[138],"experiment":[140],"results":[141],"showed":[142],"that":[143],"SS+E":[144],"superior":[146],"other":[148],"both":[151],"constructed":[156],"segmentation,":[160],"without":[161],"depending":[162],"parameters":[164],"tree":[166],"depth":[167],"limit":[168],"penalty.":[170]},"counts_by_year":[{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}