{"id":"https://openalex.org/W1967058832","doi":"https://doi.org/10.1145/1276958.1277254","title":"Genetic parameter tuning for reliable segmentation of colored visual tags","display_name":"Genetic parameter tuning for reliable segmentation of colored visual tags","publication_year":2007,"publication_date":"2007-07-07","ids":{"openalex":"https://openalex.org/W1967058832","doi":"https://doi.org/10.1145/1276958.1277254","mag":"1967058832"},"language":"en","primary_location":{"id":"doi:10.1145/1276958.1277254","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1276958.1277254","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th annual conference on Genetic and evolutionary computation","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/A5045157168","display_name":"Audrey Mbogho","orcid":"https://orcid.org/0000-0003-4424-7796"},"institutions":[{"id":"https://openalex.org/I157614274","display_name":"University of Cape Town","ror":"https://ror.org/03p74gp79","country_code":"ZA","type":"education","lineage":["https://openalex.org/I157614274"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Audrey J. W. Mbogho","raw_affiliation_strings":["University of Cape Town, Rondebosch, South Africa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Cape Town, Rondebosch, South Africa","institution_ids":["https://openalex.org/I157614274"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045165855","display_name":"Lori L. Scarlatos","orcid":"https://orcid.org/0000-0002-6635-1773"},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lori L. Scarlatos","raw_affiliation_strings":["Stony Brook University, Stony Brook, NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stony Brook University, Stony Brook, NY","institution_ids":["https://openalex.org/I59553526"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2524,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.55535493,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1525","last_page":"1525"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11666","display_name":"Color Science and Applications","score":0.9607999920845032,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11666","display_name":"Color Science and Applications","score":0.9607999920845032,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/colored","display_name":"Colored","score":0.9066735506057739},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7288698554039001},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.7071539163589478},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6946567893028259},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6769832968711853},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.6371685862541199},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5506967902183533},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.49735382199287415},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.47358208894729614},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.47035980224609375},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.26684993505477905}],"concepts":[{"id":"https://openalex.org/C2778307483","wikidata":"https://www.wikidata.org/wiki/Q5149038","display_name":"Colored","level":2,"score":0.9066735506057739},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7288698554039001},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7071539163589478},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6946567893028259},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6769832968711853},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.6371685862541199},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5506967902183533},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.49735382199287415},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.47358208894729614},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47035980224609375},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.26684993505477905},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/1276958.1277254","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1276958.1277254","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th annual conference on Genetic and evolutionary computation","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.106.8383","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.106.8383","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://people.cs.uct.ac.za/~ambogho/papers/gecco2007.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.149.7487","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.149.7487","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://ms.cc.sunysb.edu/~lscarlatos/pubs/LLS2007_genetic.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.421.6191","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.421.6191","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.york.ac.uk/rts/docs/GECCO_2007/docs/p1525.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2140509105","https://openalex.org/W1547843988","https://openalex.org/W3146178872","https://openalex.org/W4235907447","https://openalex.org/W4205128724","https://openalex.org/W2040849466","https://openalex.org/W346008744","https://openalex.org/W2072835713","https://openalex.org/W891964471","https://openalex.org/W1522196789"],"abstract_inverted_index":{"This":[0],"paper":[1],"reports":[2],"on":[3,7],"a":[4,35,51],"case":[5],"study":[6],"segmentation":[8],"of":[9],"colored":[10],"visual":[11],"tags":[12],"for":[13,40,44],"object":[14],"identification.":[15,46],"Lighting":[16],"variations":[17],"result":[18],"in":[19,21],"uncertainty":[20],"color":[22,45],"thresholds":[23,43],"leading":[24],"to":[25],"unreliable":[26],"overall":[27],"system":[28],"behavior.":[29],"We":[30,47],"describe":[31],"an":[32],"experiment":[33],"with":[34,50],"genetic":[36,60],"algorithm":[37],"(GA)":[38],"approach":[39,61],"generating":[41],"reliable":[42],"compare":[48],"it":[49],"maximum":[52],"distance":[53],"(MD)":[54],"approach,":[55],"and":[56,66],"demonstrate":[57],"that":[58],"the":[59],"is":[62],"far":[63],"more":[64],"accurate":[65],"reliable.":[67]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
