{"id":"https://openalex.org/W2568855851","doi":"https://doi.org/10.1109/ivcnz.2016.7804441","title":"Automatic retinal vessel extraction algorithm based on contrast-sensitive schemes","display_name":"Automatic retinal vessel extraction algorithm based on contrast-sensitive schemes","publication_year":2016,"publication_date":"2016-11-01","ids":{"openalex":"https://openalex.org/W2568855851","doi":"https://doi.org/10.1109/ivcnz.2016.7804441","mag":"2568855851"},"language":"en","primary_location":{"id":"doi:10.1109/ivcnz.2016.7804441","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ivcnz.2016.7804441","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 International Conference on Image and Vision Computing New Zealand (IVCNZ)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/conference_contribution/Automatic_retinal_vessel_extraction_algorithm_based_on_contrast-sensitive_schemes/20684701","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070815655","display_name":"Mohammad A. U. Khan","orcid":"https://orcid.org/0000-0003-2640-3986"},"institutions":[{"id":"https://openalex.org/I125656591","display_name":"Effat University","ror":"https://ror.org/02cnwgt19","country_code":"SA","type":"education","lineage":["https://openalex.org/I125656591"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Mohammad A. U. Khan","raw_affiliation_strings":["Department of ECE, Effat University, Jeddah, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of ECE, Effat University, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I125656591"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008967203","display_name":"Toufique Ahmed Soomro","orcid":"https://orcid.org/0000-0002-8560-0026"},"institutions":[{"id":"https://openalex.org/I51158804","display_name":"Massey University","ror":"https://ror.org/052czxv31","country_code":"NZ","type":"education","lineage":["https://openalex.org/I51158804"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Toufique A Soomro","raw_affiliation_strings":["School of Engineering and Advanced Technology, Massey University, Palmerston North, New Zealand"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Advanced Technology, Massey University, Palmerston North, New Zealand","institution_ids":["https://openalex.org/I51158804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055990973","display_name":"Tariq M. Khan","orcid":"https://orcid.org/0000-0002-7477-1591"},"institutions":[{"id":"https://openalex.org/I153230381","display_name":"Charles Sturt University","ror":"https://ror.org/00wfvh315","country_code":"AU","type":"education","lineage":["https://openalex.org/I153230381"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Tariq M. Khan","raw_affiliation_strings":["School of Computing and Mathematics, Charles Sturt University, Bathurst, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computing and Mathematics, Charles Sturt University, Bathurst, Australia","institution_ids":["https://openalex.org/I153230381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030115213","display_name":"Donald G. Bailey","orcid":"https://orcid.org/0000-0002-1025-3680"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Donald G. Bailey","raw_affiliation_strings":["Business School, The University of Sydney, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"Business School, The University of Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015817857","display_name":"Junbin Gao","orcid":"https://orcid.org/0000-0001-9803-0256"},"institutions":[{"id":"https://openalex.org/I99043593","display_name":"Macquarie University","ror":"https://ror.org/01sf06y89","country_code":"AU","type":"education","lineage":["https://openalex.org/I99043593"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Junbin Gao","raw_affiliation_strings":["Department of Engineering, Macquarie University, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"Department of Engineering, Macquarie University, Sydney, Australia","institution_ids":["https://openalex.org/I99043593"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056661148","display_name":"Nighat Mir","orcid":null},"institutions":[{"id":"https://openalex.org/I125656591","display_name":"Effat University","ror":"https://ror.org/02cnwgt19","country_code":"SA","type":"education","lineage":["https://openalex.org/I125656591"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Nighat Mir","raw_affiliation_strings":["Department of Computer Science, Effat University, Jeddah, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Effat University, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I125656591"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5070815655"],"corresponding_institution_ids":["https://openalex.org/I125656591"],"apc_list":null,"apc_paid":null,"fwci":4.2801,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.94143935,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T11438","display_name":"Retinal Imaging and Analysis","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T10250","display_name":"Glaucoma and retinal disorders","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"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/T10170","display_name":"Retinal Diseases and Treatments","score":0.9868000149726868,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"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/computer-science","display_name":"Computer science","score":0.7848919630050659},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.7485815286636353},{"id":"https://openalex.org/keywords/retinal","display_name":"Retinal","score":0.6329452991485596},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6267111301422119},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5591400861740112},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.5513817071914673},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5296881794929504},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5207869410514832},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4897792339324951},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4435535967350006},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.4177318811416626},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3886876106262207},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.08864733576774597},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07075715065002441},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.06274709105491638}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7848919630050659},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.7485815286636353},{"id":"https://openalex.org/C2780827179","wikidata":"https://www.wikidata.org/wiki/Q422001","display_name":"Retinal","level":2,"score":0.6329452991485596},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6267111301422119},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5591400861740112},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.5513817071914673},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5296881794929504},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5207869410514832},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4897792339324951},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4435535967350006},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.4177318811416626},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3886876106262207},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.08864733576774597},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07075715065002441},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.06274709105491638},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/ivcnz.2016.7804441","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ivcnz.2016.7804441","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 International Conference on Image and Vision Computing New Zealand (IVCNZ)","raw_type":"proceedings-article"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30144850","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401102","display_name":"Own your potential (DEAKIN)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"},{"id":"pmh:oai:figshare.com:article/20684701","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Automatic_retinal_vessel_extraction_algorithm_based_on_contrast-sensitive_schemes/20684701","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/20684701","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Automatic_retinal_vessel_extraction_algorithm_based_on_contrast-sensitive_schemes/20684701","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[{"score":0.5,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W165597098","https://openalex.org/W646368081","https://openalex.org/W1969703607","https://openalex.org/W1975780514","https://openalex.org/W1983483233","https://openalex.org/W1995023030","https://openalex.org/W1995904975","https://openalex.org/W2012264530","https://openalex.org/W2018593404","https://openalex.org/W2019778763","https://openalex.org/W2033723371","https://openalex.org/W2043314361","https://openalex.org/W2105685332","https://openalex.org/W2109037308","https://openalex.org/W2115680416","https://openalex.org/W2119399382","https://openalex.org/W2121913681","https://openalex.org/W2144859988","https://openalex.org/W2145305441","https://openalex.org/W2148466289","https://openalex.org/W2149144582","https://openalex.org/W2150769593","https://openalex.org/W2166524747","https://openalex.org/W2499166697","https://openalex.org/W6606734010"],"related_works":["https://openalex.org/W2069592018","https://openalex.org/W2075740387","https://openalex.org/W2358990940","https://openalex.org/W2004323682","https://openalex.org/W4387265590","https://openalex.org/W2093931120","https://openalex.org/W2349116365","https://openalex.org/W3021708704","https://openalex.org/W2004231473","https://openalex.org/W1522196789"],"abstract_inverted_index":{"Retinal":[0],"vessel":[1,32,96],"segmentation":[2,33],"plays":[3],"a":[4,93],"key":[5],"role":[6],"in":[7,84,89],"the":[8,46,55,62,85],"detection":[9],"of":[10,30,101],"numerous":[11],"eye":[12],"diseases,":[13],"and":[14,53,113,115],"its":[15],"reliable":[16],"computerised":[17],"implementation":[18],"becomes":[19],"important":[20],"for":[21,92],"automatic":[22],"retinal":[23,31,95],"disease":[24],"screening":[25],"systems.":[26],"A":[27],"large":[28],"number":[29],"algorithms":[34],"have":[35],"been":[36],"reported,":[37],"primarily":[38],"based":[39],"on":[40,107],"three":[41],"main":[42],"steps":[43],"including":[44],"making":[45],"background":[47],"uniform,":[48],"second-order":[49],"Gaussian":[50],"detector":[51],"application":[52],"finally":[54],"region-grown":[56],"binarization.":[57],"Although":[58],"these":[59,102],"methods":[60],"improve":[61],"accuracy":[63],"levels,":[64],"their":[65],"sensitivity":[66,91],"to":[67,117],"low-contrast":[68],"vessels":[69],"still":[70],"needs":[71],"attention.":[72],"In":[73],"this":[74],"paper,":[75],"some":[76],"contrast-sensitive":[77],"approaches":[78],"are":[79],"discussed":[80],"that":[81],"once":[82],"embedded":[83],"conventional":[86],"algorithm":[87],"results":[88],"improved":[90],"given":[94],"extraction":[97],"technique.":[98],"The":[99],"impact":[100],"add-on":[103],"modules":[104],"is":[105],"assessed":[106],"publicly":[108],"available":[109],"databases":[110],"like":[111],"DRIVE":[112],"STARE":[114],"found":[116],"provide":[118],"promising":[119],"results.":[120]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":4}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
