{"id":"https://openalex.org/W2921936454","doi":"https://doi.org/10.2991/ijcis.2019.125905653","title":"A New Edge Detection Method Based on Global Evaluation Using Supervised Classification Algorithms","display_name":"A New Edge Detection Method Based on Global Evaluation Using Supervised Classification Algorithms","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2921936454","doi":"https://doi.org/10.2991/ijcis.2019.125905653","mag":"2921936454"},"language":"en","primary_location":{"id":"doi:10.2991/ijcis.2019.125905653","is_oa":true,"landing_page_url":"https://doi.org/10.2991/ijcis.2019.125905653","pdf_url":"https://www.atlantis-press.com/article/125905653.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.atlantis-press.com/article/125905653.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070002646","display_name":"Pablo A. Flores-Vidal","orcid":"https://orcid.org/0000-0002-3936-1159"},"institutions":[{"id":"https://openalex.org/I121748325","display_name":"Universidad Complutense de Madrid","ror":"https://ror.org/02p0gd045","country_code":"ES","type":"education","lineage":["https://openalex.org/I121748325"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Pablo A. Flores-Vidal","raw_affiliation_strings":["Statistics and Operational Research, Faculty of Mathematics, Complutense University, Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Statistics and Operational Research, Faculty of Mathematics, Complutense University, Madrid, Spain","institution_ids":["https://openalex.org/I121748325"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083950964","display_name":"Guillermo Villarino","orcid":"https://orcid.org/0000-0002-7149-6758"},"institutions":[{"id":"https://openalex.org/I121748325","display_name":"Universidad Complutense de Madrid","ror":"https://ror.org/02p0gd045","country_code":"ES","type":"education","lineage":["https://openalex.org/I121748325"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Guillermo Villarino","raw_affiliation_strings":["Statistics and Operational Research II, Faculty of Statistics, Complutense University, Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Statistics and Operational Research II, Faculty of Statistics, Complutense University, Madrid, Spain","institution_ids":["https://openalex.org/I121748325"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042720500","display_name":"Daniel G\u00f3mez","orcid":"https://orcid.org/0000-0001-9548-5781"},"institutions":[{"id":"https://openalex.org/I121748325","display_name":"Universidad Complutense de Madrid","ror":"https://ror.org/02p0gd045","country_code":"ES","type":"education","lineage":["https://openalex.org/I121748325"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Daniel G\u00f3mez","raw_affiliation_strings":["Statistics and Operational Research II, Faculty of Statistics, Complutense University, Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Statistics and Operational Research II, Faculty of Statistics, Complutense University, Madrid, Spain","institution_ids":["https://openalex.org/I121748325"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044198609","display_name":"Javier Montero","orcid":"https://orcid.org/0000-0001-8333-2155"},"institutions":[{"id":"https://openalex.org/I121748325","display_name":"Universidad Complutense de Madrid","ror":"https://ror.org/02p0gd045","country_code":"ES","type":"education","lineage":["https://openalex.org/I121748325"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier Montero","raw_affiliation_strings":["Statistics and Operational Research, Faculty of Mathematics, Complutense University, Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Statistics and Operational Research, Faculty of Mathematics, Complutense University, Madrid, Spain","institution_ids":["https://openalex.org/I121748325"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5070002646"],"corresponding_institution_ids":["https://openalex.org/I121748325"],"apc_list":{"value":1390,"currency":"GBP","value_usd":1704},"apc_paid":{"value":1390,"currency":"GBP","value_usd":1704},"fwci":7.7498,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.96733184,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"12","issue":"1","first_page":"367","last_page":"367"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13731","display_name":"Advanced Computing and Algorithms","score":0.9014999866485596,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13731","display_name":"Advanced Computing and Algorithms","score":0.9014999866485596,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9002000093460083,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"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/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.737779438495636},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6902673840522766},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6251650452613831},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.6098314523696899},{"id":"https://openalex.org/keywords/edge-detection","display_name":"Edge detection","score":0.5830609798431396},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49045273661613464},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.4353174865245819},{"id":"https://openalex.org/keywords/canny-edge-detector","display_name":"Canny edge detector","score":0.43364205956459045},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.42531266808509827},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33702537417411804},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32155531644821167},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.21861007809638977},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.13917076587677002}],"concepts":[{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.737779438495636},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6902673840522766},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6251650452613831},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.6098314523696899},{"id":"https://openalex.org/C193536780","wikidata":"https://www.wikidata.org/wiki/Q1513153","display_name":"Edge detection","level":4,"score":0.5830609798431396},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49045273661613464},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.4353174865245819},{"id":"https://openalex.org/C14705441","wikidata":"https://www.wikidata.org/wiki/Q597183","display_name":"Canny edge detector","level":5,"score":0.43364205956459045},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.42531266808509827},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33702537417411804},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32155531644821167},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.21861007809638977},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.13917076587677002},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.2991/ijcis.2019.125905653","is_oa":true,"landing_page_url":"https://doi.org/10.2991/ijcis.2019.125905653","pdf_url":"https://www.atlantis-press.com/article/125905653.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},{"id":"pmh:oai:www.ucm.es:63017","is_oa":true,"landing_page_url":null,"pdf_url":"https://eprints.ucm.es/id/eprint/63017/1/flores2.pdf","source":{"id":"https://openalex.org/S4306400298","display_name":"Library Open Repository (Universidad Complutense Madrid)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I121748325","host_organization_name":"Universidad Complutense de Madrid","host_organization_lineage":["https://openalex.org/I121748325"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:cf888e6d2b6444eda0aa0de42f9d00ea","is_oa":true,"landing_page_url":"https://doaj.org/article/cf888e6d2b6444eda0aa0de42f9d00ea","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Computational Intelligence Systems, Vol 12, Iss 1 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.2991/ijcis.2019.125905653","is_oa":true,"landing_page_url":"https://doi.org/10.2991/ijcis.2019.125905653","pdf_url":"https://www.atlantis-press.com/article/125905653.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2921936454.pdf","grobid_xml":"https://content.openalex.org/works/W2921936454.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W247104752","https://openalex.org/W1565746575","https://openalex.org/W1594031697","https://openalex.org/W1764702882","https://openalex.org/W1831050183","https://openalex.org/W1968245656","https://openalex.org/W1972544340","https://openalex.org/W2007398691","https://openalex.org/W2016396776","https://openalex.org/W2031117414","https://openalex.org/W2060223645","https://openalex.org/W2070493638","https://openalex.org/W2085399970","https://openalex.org/W2105503847","https://openalex.org/W2110158442","https://openalex.org/W2116216752","https://openalex.org/W2121044470","https://openalex.org/W2121927366","https://openalex.org/W2145023731","https://openalex.org/W2148054108","https://openalex.org/W2153394113","https://openalex.org/W2164507445","https://openalex.org/W2165466912","https://openalex.org/W2168809519","https://openalex.org/W2169284845","https://openalex.org/W2295598076","https://openalex.org/W2343041041","https://openalex.org/W2344241443","https://openalex.org/W2753519687","https://openalex.org/W2782552230","https://openalex.org/W2885134041","https://openalex.org/W2911964244","https://openalex.org/W4252684946","https://openalex.org/W6601630192","https://openalex.org/W6631840210","https://openalex.org/W6840974795"],"related_works":["https://openalex.org/W3169126738","https://openalex.org/W1994279415","https://openalex.org/W2558559991","https://openalex.org/W1986338341","https://openalex.org/W2545065926","https://openalex.org/W2980082320","https://openalex.org/W3093839383","https://openalex.org/W2387510934","https://openalex.org/W2128085731","https://openalex.org/W4293054829"],"abstract_inverted_index":{"Traditionally,":[0],"the":[1,13,60,73,120,134,147,152,165,170,179,187,193],"last":[2,24],"step":[3,25,149],"of":[4,62,182,195],"edge":[5,20,63,91,102,121,127,183],"detection":[6,92,103],"algorithms,":[7],"which":[8],"is":[9,26,110],"called":[10,126],"scaling-evaluation,":[11],"produces":[12],"final":[14],"output":[15],"classifying":[16],"each":[17,138],"pixel":[18],"as":[19],"or":[21],"nonedge.":[22],"This":[23],"usually":[27],"done":[28],"based":[29,40,58,202],"on":[30,41,59,203],"local":[31,35,204],"evaluation":[32,36,56,82,108,205],"methods.":[33],"The":[34,105],"makes":[37],"this":[38,50,174,196],"classification":[39,171],"measures":[42],"obtained":[43],"for":[44,186],"every":[45],"pixel.":[46],"By":[47],"contrast,":[48],"in":[49,94,112,115],"work,":[51],"we":[52,78,118,124,132,150,168,176,191],"propose":[53,79],"a":[54,67,80,100,156],"global":[55,107],"approach":[57],"idea":[61],"list":[64,184],"to":[65,98,137,160],"produce":[66,99],"solution":[68],"that":[69,84,123,154],"suits":[70],"more":[71],"with":[72,88],"human":[74],"perception.":[75],"In":[76,129,146,173],"particular,":[77],"new":[81,106],"method":[83,109],"can":[85],"be":[86],"combined":[87],"any":[89],"classical":[90,200],"algorithm":[93,197],"an":[95,162],"easy":[96],"way":[97],"novel":[101],"algorithm.":[104],"divided":[111],"four":[113],"steps:":[114],"first":[116],"place":[117,131],"build":[119],"lists,":[122],"have":[125,177],"segments.":[128],"second":[130],"extract":[133],"characteristics":[135,153],"associated":[136],"segment:":[139],"length,":[140],"intensity,":[141],"location,":[142],"and":[143],"so":[144],"on.":[145],"third":[148],"learn":[151],"make":[155],"segment":[157],"good":[158],"enough":[159],"become":[161],"edge.":[163],"At":[164],"fourth":[166],"step,":[167],"apply":[169],"task.":[172],"work":[175],"built":[178],"ground":[180],"truth":[181],"necessary":[185],"supervised":[188],"classification.":[189],"Finally,":[190],"test":[192],"effectiveness":[194],"against":[198],"other":[199],"algorithms":[201],"approach.":[206]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
