{"id":"https://openalex.org/W2147167902","doi":"https://doi.org/10.1109/icpr.2008.4761581","title":"Evolving boundary detectors for natural images via Genetic Programming","display_name":"Evolving boundary detectors for natural images via Genetic Programming","publication_year":2008,"publication_date":"2008-12-01","ids":{"openalex":"https://openalex.org/W2147167902","doi":"https://doi.org/10.1109/icpr.2008.4761581","mag":"2147167902"},"language":"en","primary_location":{"id":"doi:10.1109/icpr.2008.4761581","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr.2008.4761581","pdf_url":null,"source":{"id":"https://openalex.org/S4393916651","display_name":"Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition","issn_l":"1041-3278","issn":["1041-3278","1051-4651"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 19th International Conference on Pattern Recognition","raw_type":"proceedings-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/A5019869889","display_name":"Ilan Kadar","orcid":null},"institutions":[{"id":"https://openalex.org/I124227911","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982","country_code":"IL","type":"education","lineage":["https://openalex.org/I124227911"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"Ilan Kadar","raw_affiliation_strings":["Department of Computer Science, Ben-Gurion University of the Negev, Israel","[Dept. of Comput. Sci., Ben-Gurion Univ. of the Negev, Beer-Sheva]"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Ben-Gurion University of the Negev, Israel","institution_ids":["https://openalex.org/I124227911"]},{"raw_affiliation_string":"[Dept. of Comput. Sci., Ben-Gurion Univ. of the Negev, Beer-Sheva]","institution_ids":["https://openalex.org/I124227911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033109332","display_name":"Ohad Ben\u2010Shahar","orcid":"https://orcid.org/0000-0001-5346-152X"},"institutions":[{"id":"https://openalex.org/I124227911","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982","country_code":"IL","type":"education","lineage":["https://openalex.org/I124227911"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Ohad Ben-Shahar","raw_affiliation_strings":["Department of Computer Science, Ben-Gurion University of the Negev, Israel","[Dept. of Comput. Sci., Ben-Gurion Univ. of the Negev, Beer-Sheva]"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Ben-Gurion University of the Negev, Israel","institution_ids":["https://openalex.org/I124227911"]},{"raw_affiliation_string":"[Dept. of Comput. Sci., Ben-Gurion Univ. of the Negev, Beer-Sheva]","institution_ids":["https://openalex.org/I124227911"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004983635","display_name":"Moshe Sipper","orcid":"https://orcid.org/0000-0003-1811-472X"},"institutions":[{"id":"https://openalex.org/I124227911","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982","country_code":"IL","type":"education","lineage":["https://openalex.org/I124227911"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Moshe Sipper","raw_affiliation_strings":["Department of Computer Science, Ben-Gurion University of the Negev, Israel","[Dept. of Comput. Sci., Ben-Gurion Univ. of the Negev, Beer-Sheva]"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Ben-Gurion University of the Negev, Israel","institution_ids":["https://openalex.org/I124227911"]},{"raw_affiliation_string":"[Dept. of Comput. Sci., Ben-Gurion Univ. of the Negev, Beer-Sheva]","institution_ids":["https://openalex.org/I124227911"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5019869889"],"corresponding_institution_ids":["https://openalex.org/I124227911"],"apc_list":null,"apc_paid":null,"fwci":0.774,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.69753086,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11289","display_name":"Single-cell and spatial transcriptomics","score":0.9855999946594238,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9775999784469604,"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/computer-science","display_name":"Computer science","score":0.7812602519989014},{"id":"https://openalex.org/keywords/boundary","display_name":"Boundary (topology)","score":0.7281434535980225},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6894097924232483},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.6789163947105408},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.6553086638450623},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5937449932098389},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5337133407592773},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4874694347381592},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4786906838417053},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.45803168416023254},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39502090215682983},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09441012144088745},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07010051608085632}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7812602519989014},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.7281434535980225},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6894097924232483},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.6789163947105408},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.6553086638450623},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5937449932098389},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5337133407592773},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4874694347381592},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4786906838417053},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.45803168416023254},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39502090215682983},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09441012144088745},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07010051608085632},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","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/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/icpr.2008.4761581","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr.2008.4761581","pdf_url":null,"source":{"id":"https://openalex.org/S4393916651","display_name":"Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition","issn_l":"1041-3278","issn":["1041-3278","1051-4651"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 19th International Conference on Pattern Recognition","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.152.9469","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.152.9469","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.genetic-programming.org/hc2009/6-Sipper-Boundary/Sipper-Boundary-Paper-1-ICPR.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.218.5549","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.218.5549","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.bgu.ac.il/~ben-shahar/Publications/icpr2008.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320323051","display_name":"Ben-Gurion University of the Negev","ror":"https://ror.org/05tkyf982"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1492810413","https://openalex.org/W1568906816","https://openalex.org/W1576818901","https://openalex.org/W2041373047","https://openalex.org/W2115738369","https://openalex.org/W2119823327","https://openalex.org/W2121927366","https://openalex.org/W2121947440","https://openalex.org/W2122903255","https://openalex.org/W2136166787","https://openalex.org/W2141376824","https://openalex.org/W2145023731","https://openalex.org/W2165914352","https://openalex.org/W4235271066","https://openalex.org/W6629330172"],"related_works":["https://openalex.org/W2366107444","https://openalex.org/W2378211422","https://openalex.org/W4388145910","https://openalex.org/W2381570729","https://openalex.org/W1976205134","https://openalex.org/W4321353415","https://openalex.org/W2745001401","https://openalex.org/W4248336175","https://openalex.org/W2031260042","https://openalex.org/W2130974462"],"abstract_inverted_index":{"Boundary":[0],"detection":[1,149],"constitutes":[2,95],"a":[3,13,20,37,96,114],"crucial":[4],"step":[5],"in":[6,51,59,67,80,150],"many":[7],"computer":[8,42],"vision":[9],"tasks.":[10],"We":[11],"present":[12],"novel":[14],"learning":[15,38],"approach":[16,31],"to":[17,33,53,102,127],"automatically":[18],"construct":[19],"boundary":[21,49,111,148],"detector":[22,141],"for":[23,40],"natural":[24,60,118],"images":[25,119],"via":[26],"Genetic":[27],"Programming":[28],"(GP).":[29],"Our":[30,62],"aims":[32],"use":[34],"GP":[35,63],"as":[36],"framework":[39],"evolving":[41],"programs":[43],"that":[44,68,73,138],"are":[45],"evaluated":[46],"against":[47],"human-marked":[48,122],"maps,":[50],"order":[52],"accurately":[54],"detect":[55],"and":[56],"localize":[57],"boundaries":[58],"images.":[61],"system":[64],"is":[65],"unique":[66],"it":[69],"combines":[70],"filter":[71],"kernels":[72],"were":[74],"inspired":[75],"by":[76],"models":[77],"of":[78,84,117],"processing":[79],"the":[81,85,100,109,145,151],"early":[82],"stages":[83],"primate":[86],"visual":[87,153],"system,":[88],"but":[89],"makes":[90],"no":[91],"assumption":[92],"about":[93],"what":[94],"boundary,":[97],"thus":[98],"avoiding":[99],"need":[101],"make":[103],"ad-hoc":[104],"intuitive":[105],"definitions.":[106],"By":[107],"testing":[108],"evolved":[110,140],"detectors":[112],"on":[113],"benchmark":[115],"set":[116],"with":[120,131],"associated":[121],"boundaries,":[123],"we":[124,136],"show":[125,137],"performance":[126],"be":[128],"quantitatively":[129],"competitive":[130],"existing":[132],"computer-vision":[133],"approaches.":[134],"Moreover,":[135],"our":[139],"provides":[142],"insights":[143],"into":[144],"mechanisms":[146],"underlying":[147],"human":[152],"system.":[154]},"counts_by_year":[{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
