{"id":"https://openalex.org/W2239224477","doi":"https://doi.org/10.1109/tip.2015.2510284","title":"Separability Criteria for the Evaluation of Boundary Detection Benchmarks","display_name":"Separability Criteria for the Evaluation of Boundary Detection Benchmarks","publication_year":2015,"publication_date":"2015-12-17","ids":{"openalex":"https://openalex.org/W2239224477","doi":"https://doi.org/10.1109/tip.2015.2510284","mag":"2239224477","pmid":"https://pubmed.ncbi.nlm.nih.gov/26701674"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2015.2510284","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2015.2510284","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Image Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5056125713","display_name":"Carlos L\u00f3pez-Molina","orcid":"https://orcid.org/0000-0002-0904-9834"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]},{"id":"https://openalex.org/I175051016","display_name":"Universidad Publica de Navarra","ror":"https://ror.org/02z0cah89","country_code":"ES","type":"education","lineage":["https://openalex.org/I175051016"]}],"countries":["BE","ES"],"is_corresponding":true,"raw_author_name":"C. Lopez-Molina","raw_affiliation_strings":["Departamento de Autom\u00e1tica y Computaci\u00f3n, Universidad Publica de Navarra, Pamplona, Spain","KERMIT, Department of Mathematical Modeling, Statistics and Bioinformatics, Ghent University, Ghent, Belgium"],"affiliations":[{"raw_affiliation_string":"Departamento de Autom\u00e1tica y Computaci\u00f3n, Universidad Publica de Navarra, Pamplona, Spain","institution_ids":["https://openalex.org/I175051016"]},{"raw_affiliation_string":"KERMIT, Department of Mathematical Modeling, Statistics and Bioinformatics, Ghent University, Ghent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049375194","display_name":"Humberto Bustince","orcid":"https://orcid.org/0000-0002-1279-6195"},"institutions":[{"id":"https://openalex.org/I175051016","display_name":"Universidad Publica de Navarra","ror":"https://ror.org/02z0cah89","country_code":"ES","type":"education","lineage":["https://openalex.org/I175051016"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"H. Bustince","raw_affiliation_strings":["Institute of Smart Cities, Universidad Publica de Navarra, Pamplona, Spain"],"affiliations":[{"raw_affiliation_string":"Institute of Smart Cities, Universidad Publica de Navarra, Pamplona, Spain","institution_ids":["https://openalex.org/I175051016"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012437460","display_name":"Bernard De Baets","orcid":"https://orcid.org/0000-0002-3876-620X"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"B. De Baets","raw_affiliation_strings":["KERMIT, Department of Mathematical Modeling, Statistics and Bioinformatics, Ghent University, Ghent, Belgium"],"affiliations":[{"raw_affiliation_string":"KERMIT, Department of Mathematical Modeling, Statistics and Bioinformatics, Ghent University, Ghent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5056125713"],"corresponding_institution_ids":["https://openalex.org/I175051016","https://openalex.org/I32597200"],"apc_list":null,"apc_paid":null,"fwci":5.381,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.95880496,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"25","issue":"3","first_page":"1047","last_page":"1055"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9965999722480774,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9965999722480774,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9955999851226807,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9940999746322632,"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/boundary","display_name":"Boundary (topology)","score":0.7031946778297424},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6907459497451782},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.5926511287689209},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5584772825241089},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5479559302330017},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5217757821083069},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5089893341064453},{"id":"https://openalex.org/keywords/edge-detection","display_name":"Edge detection","score":0.48865440487861633},{"id":"https://openalex.org/keywords/sort","display_name":"sort","score":0.4866562485694885},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4500959515571594},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.44757938385009766},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4263598322868347},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.41874730587005615},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4027884602546692},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3532941937446594},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.3298977315425873},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2497035264968872},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.13559594750404358}],"concepts":[{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.7031946778297424},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6907459497451782},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.5926511287689209},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5584772825241089},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5479559302330017},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5217757821083069},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5089893341064453},{"id":"https://openalex.org/C193536780","wikidata":"https://www.wikidata.org/wiki/Q1513153","display_name":"Edge detection","level":4,"score":0.48865440487861633},{"id":"https://openalex.org/C88548561","wikidata":"https://www.wikidata.org/wiki/Q347599","display_name":"sort","level":2,"score":0.4866562485694885},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4500959515571594},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.44757938385009766},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4263598322868347},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.41874730587005615},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4027884602546692},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3532941937446594},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3298977315425873},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2497035264968872},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.13559594750404358},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tip.2015.2510284","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2015.2510284","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Image Processing","raw_type":"journal-article"},{"id":"pmid:26701674","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26701674","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on image processing : a publication of the IEEE Signal Processing Society","raw_type":null},{"id":"pmh:oai:archive.ugent.be:8069448","is_oa":false,"landing_page_url":"https://biblio.ugent.be/publication/8069448","pdf_url":null,"source":{"id":"https://openalex.org/S4306400478","display_name":"Ghent University Academic Bibliography (Ghent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32597200","host_organization_name":"Ghent University","host_organization_lineage":["https://openalex.org/I32597200"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN: 1057-7149","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5337034918","display_name":null,"funder_award_id":"3G.0838.12.N","funder_id":"https://openalex.org/F4320321730","funder_display_name":"Fonds Wetenschappelijk Onderzoek"}],"funders":[{"id":"https://openalex.org/F4320321730","display_name":"Fonds Wetenschappelijk Onderzoek","ror":"https://ror.org/03qtxy027"},{"id":"https://openalex.org/F4320327336","display_name":"Vlaamse regering","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W414504905","https://openalex.org/W1567665801","https://openalex.org/W1709987544","https://openalex.org/W1966992150","https://openalex.org/W1968995150","https://openalex.org/W1980281912","https://openalex.org/W1981020230","https://openalex.org/W1996070955","https://openalex.org/W2031117414","https://openalex.org/W2037955148","https://openalex.org/W2039041067","https://openalex.org/W2059975159","https://openalex.org/W2060223645","https://openalex.org/W2071238544","https://openalex.org/W2095995158","https://openalex.org/W2104635202","https://openalex.org/W2105503847","https://openalex.org/W2107290706","https://openalex.org/W2110158442","https://openalex.org/W2110475589","https://openalex.org/W2113089599","https://openalex.org/W2113511941","https://openalex.org/W2119823327","https://openalex.org/W2121189958","https://openalex.org/W2121653266","https://openalex.org/W2121927366","https://openalex.org/W2144967509","https://openalex.org/W2145023731","https://openalex.org/W2153394113","https://openalex.org/W2154741421","https://openalex.org/W2160754664","https://openalex.org/W2164507445","https://openalex.org/W2165633287","https://openalex.org/W2167566599","https://openalex.org/W2416422682","https://openalex.org/W4250615654","https://openalex.org/W6634043687","https://openalex.org/W6637559655"],"related_works":["https://openalex.org/W2361805396","https://openalex.org/W2972254340","https://openalex.org/W2022231341","https://openalex.org/W1805912688","https://openalex.org/W4255476312","https://openalex.org/W2373973507","https://openalex.org/W2116510815","https://openalex.org/W1895783412","https://openalex.org/W17460865","https://openalex.org/W2372578044"],"abstract_inverted_index":{"There":[0],"exist":[1],"a":[2,36,44,91,98,102,131],"significant":[3],"number":[4],"of":[5,11,16,22,24,35,50,68,72,94,97,137,146],"benchmarks":[6,32,141],"for":[7,78,90],"evaluating":[8],"the":[9,25,48,75,79,95,109,124,135,138,144],"performance":[10,96,145],"boundary":[12,51,115,139,147],"detection":[13,140,148],"algorithms,":[14],"most":[15,76],"them":[17,73],"relying":[18],"on":[19,47,101],"some":[20],"sort":[21],"comparison":[23,45,99],"automatically-generated":[26],"boundaries":[27],"with":[28],"human-labeled":[29],"ones.":[30],"Such":[31],"are":[33,74],"composed":[34],"representative":[37],"image":[38],"data":[39,56,104],"set,":[40],"as":[41,43,117,119,130],"well":[42,118],"measure":[46,100],"universe":[49],"images.":[52],"Despite":[53],"many":[54],"such":[55],"sets":[57],"and":[58],"measures":[59],"have":[60],"been":[61],"proposed,":[62],"there":[63],"is":[64],"no":[65],"clear":[66],"way":[67,110],"knowing":[69],"which":[70,112],"combinations":[71],"suitable":[77],"task.":[80],"In":[81],"this":[82],"paper,":[83],"we":[84],"introduce":[85],"four":[86],"criteria":[87,107,128],"that":[88],"allow":[89],"sensible":[92],"evaluation":[93],"given":[103],"set.":[105],"The":[106],"mimic":[108],"in":[111],"humans":[113],"understand":[114],"images,":[116],"their":[120],"ability":[121,136],"to":[122,142],"recognize":[123],"underlying":[125],"scenes.":[126],"These":[127],"can,":[129],"final":[132],"goal,":[133],"quantify":[134],"evaluate":[143],"methods,":[149],"either":[150],"edge-based":[151],"or":[152],"segmentation-based.":[153]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":2}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}