{"id":"https://openalex.org/W2315986677","doi":"https://doi.org/10.1515/mathm-2016-0001","title":"Effcient and Effective Automated Digital HairRemoval from Dermoscopy Images","display_name":"Effcient and Effective Automated Digital HairRemoval from Dermoscopy Images","publication_year":2016,"publication_date":"2016-03-04","ids":{"openalex":"https://openalex.org/W2315986677","doi":"https://doi.org/10.1515/mathm-2016-0001","mag":"2315986677"},"language":"en","primary_location":{"id":"doi:10.1515/mathm-2016-0001","is_oa":true,"landing_page_url":"https://doi.org/10.1515/mathm-2016-0001","pdf_url":"http://www.degruyter.com/downloadpdf/j/mathm.2016.1.issue-1/mathm-2016-0001/mathm-2016-0001.xml","source":{"id":"https://openalex.org/S4210194781","display_name":"Mathematical Morphology - Theory and Applications","issn_l":"2353-3390","issn":["2353-3390"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310313990","host_organization_name":"De Gruyter","host_organization_lineage":["https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mathematical Morphology - Theory and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"http://www.degruyter.com/downloadpdf/j/mathm.2016.1.issue-1/mathm-2016-0001/mathm-2016-0001.xml","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043007164","display_name":"Joost Koehoorn","orcid":null},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Joost Koehoorn","raw_affiliation_strings":["University of Groningen, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Groningen, The Netherlands","institution_ids":["https://openalex.org/I169381384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004096995","display_name":"Andr\u00e9 Sobiecki","orcid":null},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Andr\u00e9 Sobiecki","raw_affiliation_strings":["University of Groningen, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Groningen, The Netherlands","institution_ids":["https://openalex.org/I169381384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031951061","display_name":"Paulo Rauber","orcid":null},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Paulo Rauber","raw_affiliation_strings":["University of Groningen, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Groningen, The Netherlands","institution_ids":["https://openalex.org/I169381384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040717536","display_name":"Andrei C. Jalba","orcid":"https://orcid.org/0000-0001-9821-0767"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Andrei Jalba","raw_affiliation_strings":["Eindhoven University of Technology, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024074640","display_name":"Alexandru Telea","orcid":"https://orcid.org/0000-0003-0750-0502"},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Alexandru Telea","raw_affiliation_strings":["University of Groningen, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Groningen, The Netherlands","institution_ids":["https://openalex.org/I169381384"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5043007164"],"corresponding_institution_ids":["https://openalex.org/I169381384"],"apc_list":null,"apc_paid":null,"fwci":0.6288,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.72126708,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"1","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11167","display_name":"Hair Growth and Disorders","score":0.972100019454956,"subfield":{"id":"https://openalex.org/subfields/2748","display_name":"Urology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11172","display_name":"Dermatologic Treatments and Research","score":0.9569000005722046,"subfield":{"id":"https://openalex.org/subfields/2708","display_name":"Dermatology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/merge","display_name":"Merge (version control)","score":0.7732111811637878},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6872018575668335},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6700609922409058},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6260395646095276},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.604728102684021},{"id":"https://openalex.org/keywords/curvature","display_name":"Curvature","score":0.4669196605682373},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4417887330055237},{"id":"https://openalex.org/keywords/digital-image","display_name":"Digital image","score":0.425289124250412},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4238240718841553},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.28824183344841003},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23048222064971924},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.2108491063117981}],"concepts":[{"id":"https://openalex.org/C197129107","wikidata":"https://www.wikidata.org/wiki/Q1921621","display_name":"Merge (version control)","level":2,"score":0.7732111811637878},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6872018575668335},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6700609922409058},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6260395646095276},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.604728102684021},{"id":"https://openalex.org/C195065555","wikidata":"https://www.wikidata.org/wiki/Q214881","display_name":"Curvature","level":2,"score":0.4669196605682373},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4417887330055237},{"id":"https://openalex.org/C42781572","wikidata":"https://www.wikidata.org/wiki/Q1250322","display_name":"Digital image","level":4,"score":0.425289124250412},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4238240718841553},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.28824183344841003},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23048222064971924},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2108491063117981},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1515/mathm-2016-0001","is_oa":true,"landing_page_url":"https://doi.org/10.1515/mathm-2016-0001","pdf_url":"http://www.degruyter.com/downloadpdf/j/mathm.2016.1.issue-1/mathm-2016-0001/mathm-2016-0001.xml","source":{"id":"https://openalex.org/S4210194781","display_name":"Mathematical Morphology - Theory and Applications","issn_l":"2353-3390","issn":["2353-3390"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310313990","host_organization_name":"De Gruyter","host_organization_lineage":["https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mathematical Morphology - Theory and Applications","raw_type":"journal-article"},{"id":"pmh:tue:oai:pure.tue.nl:publications/530a0cca-0d9e-4dbb-9913-345200289ebe","is_oa":true,"landing_page_url":"https://research.tue.nl/nl/publications/530a0cca-0d9e-4dbb-9913-345200289ebe","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Mathematical Morphology, 1(1), 1 - 17. De Gruyter Open Ltd.","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1515/mathm-2016-0001","is_oa":true,"landing_page_url":"https://doi.org/10.1515/mathm-2016-0001","pdf_url":"http://www.degruyter.com/downloadpdf/j/mathm.2016.1.issue-1/mathm-2016-0001/mathm-2016-0001.xml","source":{"id":"https://openalex.org/S4210194781","display_name":"Mathematical Morphology - Theory and Applications","issn_l":"2353-3390","issn":["2353-3390"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310313990","host_organization_name":"De Gruyter","host_organization_lineage":["https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mathematical Morphology - Theory and Applications","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1606996132","https://openalex.org/W1979860406","https://openalex.org/W1985258161","https://openalex.org/W1987207115","https://openalex.org/W1991607872","https://openalex.org/W1991663161","https://openalex.org/W1992108446","https://openalex.org/W1996828958","https://openalex.org/W1997031710","https://openalex.org/W2012875423","https://openalex.org/W2013555846","https://openalex.org/W2027917757","https://openalex.org/W2033762143","https://openalex.org/W2059238568","https://openalex.org/W2059831647","https://openalex.org/W2067191022","https://openalex.org/W2072546899","https://openalex.org/W2078187356","https://openalex.org/W2087662809","https://openalex.org/W2108900923","https://openalex.org/W2119272452","https://openalex.org/W2119821739","https://openalex.org/W2124113591","https://openalex.org/W2130815581","https://openalex.org/W2144610123","https://openalex.org/W2150134853","https://openalex.org/W2170969730","https://openalex.org/W2287652005","https://openalex.org/W2295936755","https://openalex.org/W2395524182","https://openalex.org/W2483714401","https://openalex.org/W2515289923","https://openalex.org/W2586435665","https://openalex.org/W2605795864"],"related_works":["https://openalex.org/W1669643531","https://openalex.org/W2122581818","https://openalex.org/W2159066190","https://openalex.org/W2739874619","https://openalex.org/W2117933325","https://openalex.org/W2110230079","https://openalex.org/W2117664411","https://openalex.org/W1721780360","https://openalex.org/W1507266234","https://openalex.org/W1967061043"],"abstract_inverted_index":{"Abstract":[0],"We":[1,95],"propose":[2],"a":[3,14,22,33,62],"method":[4,55,67,111],"for":[5,53,120],"digital":[6],"hair":[7,77,88],"removal":[8,78],"from":[9,56],"dermoscopic":[10],"images,":[11,106],"based":[12],"on":[13],"threshold-set":[15],"model.":[16],"For":[17],"every":[18],"threshold,":[19],"we":[20],"adapt":[21],"recent":[23],"gap-detection":[24],"algorithm":[25],"to":[26],"find":[27,37],"hairs,":[28],"and":[29,46,68,86,93,99,107],"merge":[30],"results":[31],"in":[32,39,80],"single":[34],"mask":[35,41],"image.We":[36],"hairs":[38],"this":[40],"by":[42],"combining":[43],"morphological":[44],"filters":[45],"medial":[47],"descriptors.We":[48],"derive":[49],"robust":[50],"parameter":[51],"values":[52],"our":[54,66,110],"over":[57],"300":[58],"skin":[59],"images.We":[60],"detail":[61],"GPU":[63],"implementation":[64],"of":[65,82,89,102,116],"show":[69,108],"how":[70,109],"it":[71],"compares":[72],"favorably":[73],"with":[74],"five":[75],"existing":[76],"methods,":[79],"terms":[81],"removing":[83],"both":[84],"long":[85],"stubble":[87],"various":[90],"colors,":[91],"contrasts,":[92],"curvature.":[94],"also":[96],"discuss":[97],"qualitative":[98],"quantitative":[100],"validations":[101],"the":[103,114],"produced":[104],"hair-free":[105],"effectively":[112],"addresses":[113],"task":[115],"automatic":[117],"skin-tumor":[118],"segmentation":[119],"hair-occluded":[121],"images.":[122]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":5},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2}],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2025-10-10T00:00:00"}