{"id":"https://openalex.org/W4283758711","doi":"https://doi.org/10.1109/codit55151.2022.9804004","title":"Blood vessel segmentation of retinal fundus images using dynamic preprocessing and mathematical morphology","display_name":"Blood vessel segmentation of retinal fundus images using dynamic preprocessing and mathematical morphology","publication_year":2022,"publication_date":"2022-05-17","ids":{"openalex":"https://openalex.org/W4283758711","doi":"https://doi.org/10.1109/codit55151.2022.9804004"},"language":"en","primary_location":{"id":"doi:10.1109/codit55151.2022.9804004","is_oa":false,"landing_page_url":"https://doi.org/10.1109/codit55151.2022.9804004","pdf_url":null,"source":{"id":"https://openalex.org/S4363607900","display_name":"2022 8th International Conference on Control, Decision and Information Technologies (CoDIT)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 8th International Conference on Control, Decision and Information Technologies (CoDIT)","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/A5022655385","display_name":"El-Mehdi Chakour","orcid":"https://orcid.org/0000-0002-0279-3521"},"institutions":[{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"E. Chakour","raw_affiliation_strings":["Laboratory of Intelligent Systems, Geo-resources and Renewable Energies, Faculty of Sciences and Technology, Sidi Mohamed Ben Abdellah University,Fez,Morocco","Laboratory of Intelligent Systems, Geo-resources and Renewable Energies, Faculty of Sciences and Technology, Sidi Mohamed Ben Abdellah University, Fez, Morocco"],"affiliations":[{"raw_affiliation_string":"Laboratory of Intelligent Systems, Geo-resources and Renewable Energies, Faculty of Sciences and Technology, Sidi Mohamed Ben Abdellah University,Fez,Morocco","institution_ids":["https://openalex.org/I81605866"]},{"raw_affiliation_string":"Laboratory of Intelligent Systems, Geo-resources and Renewable Energies, Faculty of Sciences and Technology, Sidi Mohamed Ben Abdellah University, Fez, Morocco","institution_ids":["https://openalex.org/I81605866"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021068061","display_name":"Yasmine Mrad","orcid":null},"institutions":[{"id":"https://openalex.org/I166928557","display_name":"University of Monastir","ror":"https://ror.org/00nhtcg76","country_code":"TN","type":"education","lineage":["https://openalex.org/I166928557"]},{"id":"https://openalex.org/I8636806","display_name":"University of Sousse","ror":"https://ror.org/00dmpgj58","country_code":"TN","type":"education","lineage":["https://openalex.org/I8636806"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Y. Mrad","raw_affiliation_strings":["Medical Technology and Image Processing Laboratory, Faculty of medicine, University of Monastir,Tunisia","Medical Technology and Image Processing Laboratory, Faculty of medicine, University of Monastir, Tunisia","ISITCom Hammam-Sousse, University of Sousse, Tunisia"],"affiliations":[{"raw_affiliation_string":"Medical Technology and Image Processing Laboratory, Faculty of medicine, University of Monastir,Tunisia","institution_ids":["https://openalex.org/I166928557"]},{"raw_affiliation_string":"Medical Technology and Image Processing Laboratory, Faculty of medicine, University of Monastir, Tunisia","institution_ids":["https://openalex.org/I166928557"]},{"raw_affiliation_string":"ISITCom Hammam-Sousse, University of Sousse, Tunisia","institution_ids":["https://openalex.org/I8636806"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063625573","display_name":"Azadeh Mansouri","orcid":"https://orcid.org/0000-0002-2556-6022"},"institutions":[{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"A. Mansouri","raw_affiliation_strings":["Laboratory of Intelligent Systems, Geo-resources and Renewable Energies, National School of Applied Sciences, Sidi Mohammed Ben Abdellah University,Fez,Morocco","Laboratory of Intelligent Systems, Geo-resources and Renewable Energies, National School of Applied Sciences, Sidi Mohammed Ben Abdellah University, Fez, Morocco"],"affiliations":[{"raw_affiliation_string":"Laboratory of Intelligent Systems, Geo-resources and Renewable Energies, National School of Applied Sciences, Sidi Mohammed Ben Abdellah University,Fez,Morocco","institution_ids":["https://openalex.org/I81605866"]},{"raw_affiliation_string":"Laboratory of Intelligent Systems, Geo-resources and Renewable Energies, National School of Applied Sciences, Sidi Mohammed Ben Abdellah University, Fez, Morocco","institution_ids":["https://openalex.org/I81605866"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001052947","display_name":"Yaroub Elloumi","orcid":"https://orcid.org/0000-0001-8878-7562"},"institutions":[{"id":"https://openalex.org/I8636806","display_name":"University of Sousse","ror":"https://ror.org/00dmpgj58","country_code":"TN","type":"education","lineage":["https://openalex.org/I8636806"]},{"id":"https://openalex.org/I166928557","display_name":"University of Monastir","ror":"https://ror.org/00nhtcg76","country_code":"TN","type":"education","lineage":["https://openalex.org/I166928557"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Y. Elloumi","raw_affiliation_strings":["Medical Technology and Image Processing Laboratory, Faculty of medicine, University of Monastir,Tunisia","ISITCom Hammam-Sousse, University of Sousse, Tunisia","Medical Technology and Image Processing Laboratory, Faculty of medicine, University of Monastir, Tunisia"],"affiliations":[{"raw_affiliation_string":"Medical Technology and Image Processing Laboratory, Faculty of medicine, University of Monastir,Tunisia","institution_ids":["https://openalex.org/I166928557"]},{"raw_affiliation_string":"ISITCom Hammam-Sousse, University of Sousse, Tunisia","institution_ids":["https://openalex.org/I8636806"]},{"raw_affiliation_string":"Medical Technology and Image Processing Laboratory, Faculty of medicine, University of Monastir, Tunisia","institution_ids":["https://openalex.org/I166928557"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067525029","display_name":"Mohamed H\u00e9di Bedoui","orcid":"https://orcid.org/0000-0003-4846-1722"},"institutions":[{"id":"https://openalex.org/I166928557","display_name":"University of Monastir","ror":"https://ror.org/00nhtcg76","country_code":"TN","type":"education","lineage":["https://openalex.org/I166928557"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"M.H. Bedoui","raw_affiliation_strings":["Medical Technology and Image Processing Laboratory, Faculty of medicine, University of Monastir,Tunisia","Medical Technology and Image Processing Laboratory, Faculty of medicine, University of Monastir, Tunisia"],"affiliations":[{"raw_affiliation_string":"Medical Technology and Image Processing Laboratory, Faculty of medicine, University of Monastir,Tunisia","institution_ids":["https://openalex.org/I166928557"]},{"raw_affiliation_string":"Medical Technology and Image Processing Laboratory, Faculty of medicine, University of Monastir, Tunisia","institution_ids":["https://openalex.org/I166928557"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017635761","display_name":"Idriss Benatiya Andaloussi","orcid":"https://orcid.org/0000-0002-3097-9104"},"institutions":[{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"I.B Andaloussi","raw_affiliation_strings":["Hassan II Hospital, Sidi Mohammed Ben Abdellah University,Ophthalmology Department,Fez,Morocco","Ophthalmology Department, Hassan II Hospital, Sidi Mohammed Ben Abdellah University, Fez, Morocco"],"affiliations":[{"raw_affiliation_string":"Hassan II Hospital, Sidi Mohammed Ben Abdellah University,Ophthalmology Department,Fez,Morocco","institution_ids":["https://openalex.org/I81605866"]},{"raw_affiliation_string":"Ophthalmology Department, Hassan II Hospital, Sidi Mohammed Ben Abdellah University, Fez, Morocco","institution_ids":["https://openalex.org/I81605866"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026498346","display_name":"Ali Ahaitouf","orcid":"https://orcid.org/0000-0003-1133-1887"},"institutions":[{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"A. Ahaitouf","raw_affiliation_strings":["Laboratory of Intelligent Systems, Geo-resources and Renewable Energies, Faculty of Sciences and Technology, Sidi Mohamed Ben Abdellah University,Fez,Morocco","Laboratory of Intelligent Systems, Geo-resources and Renewable Energies, Faculty of Sciences and Technology, Sidi Mohamed Ben Abdellah University, Fez, Morocco"],"affiliations":[{"raw_affiliation_string":"Laboratory of Intelligent Systems, Geo-resources and Renewable Energies, Faculty of Sciences and Technology, Sidi Mohamed Ben Abdellah University,Fez,Morocco","institution_ids":["https://openalex.org/I81605866"]},{"raw_affiliation_string":"Laboratory of Intelligent Systems, Geo-resources and Renewable Energies, Faculty of Sciences and Technology, Sidi Mohamed Ben Abdellah University, Fez, Morocco","institution_ids":["https://openalex.org/I81605866"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5022655385"],"corresponding_institution_ids":["https://openalex.org/I81605866"],"apc_list":null,"apc_paid":null,"fwci":2.4513,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.93646532,"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":"1473","last_page":"1478"},"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":0.9921000003814697,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9887999892234802,"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/segmentation","display_name":"Segmentation","score":0.8108296394348145},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.7818597555160522},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7113819122314453},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7074613571166992},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.6011884212493896},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5944765210151672},{"id":"https://openalex.org/keywords/fundus","display_name":"Fundus (uterus)","score":0.5823697447776794},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.44889548420906067},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.43500712513923645},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.4347035884857178},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.1484026312828064},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1393238604068756}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.8108296394348145},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.7818597555160522},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7113819122314453},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7074613571166992},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.6011884212493896},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5944765210151672},{"id":"https://openalex.org/C2776391266","wikidata":"https://www.wikidata.org/wiki/Q9612","display_name":"Fundus (uterus)","level":2,"score":0.5823697447776794},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.44889548420906067},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.43500712513923645},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.4347035884857178},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.1484026312828064},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1393238604068756}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/codit55151.2022.9804004","is_oa":false,"landing_page_url":"https://doi.org/10.1109/codit55151.2022.9804004","pdf_url":null,"source":{"id":"https://openalex.org/S4363607900","display_name":"2022 8th International Conference on Control, Decision and Information Technologies (CoDIT)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 8th International Conference on Control, Decision and Information Technologies (CoDIT)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04627965v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04627965","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2022 8th International Conference on Control, Decision and Information Technologies (CoDIT), May 2022, Istanbul, Turkey. pp.1473-1478, &#x27E8;10.1109/CoDIT55151.2022.9804004&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.6600000262260437,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1928588822","https://openalex.org/W1973547747","https://openalex.org/W2045227075","https://openalex.org/W2094185466","https://openalex.org/W2147340663","https://openalex.org/W2170092083","https://openalex.org/W2171459511","https://openalex.org/W2533865782","https://openalex.org/W2804318263","https://openalex.org/W2944814530","https://openalex.org/W2946120343","https://openalex.org/W3018822903","https://openalex.org/W3033079105","https://openalex.org/W3044418070","https://openalex.org/W3109574328","https://openalex.org/W3120280257","https://openalex.org/W3123543052","https://openalex.org/W3127858011","https://openalex.org/W3135586049","https://openalex.org/W3139489160","https://openalex.org/W3164740266","https://openalex.org/W3174055775","https://openalex.org/W4240364261"],"related_works":["https://openalex.org/W2185902295","https://openalex.org/W2103507220","https://openalex.org/W3144569342","https://openalex.org/W2945274617","https://openalex.org/W4313052709","https://openalex.org/W4205800335","https://openalex.org/W2055202857","https://openalex.org/W2022929107","https://openalex.org/W80586315","https://openalex.org/W2758994127"],"abstract_inverted_index":{"Accurate":[0],"segmentation":[1,38,59,92,115],"of":[2,17,33,42,51,60,79,119],"blood":[3,36,62],"vessels":[4,63],"can":[5],"make":[6],"an":[7,30,45,112],"important":[8],"and":[9,15,25,72,104],"effective":[10],"contribution":[11],"to":[12,57,90,99,127],"the":[13,49,52,75,101,106,117,123],"identification":[14],"diagnosis":[16],"ocular":[18],"diseases":[19],"such":[20],"as":[21],"diabetic":[22],"retinopathy,":[23],"glaucoma,":[24],"hypertension.":[26],"Contrast":[27],"enhancement":[28,83],"is":[29,64],"essential":[31],"component":[32],"any":[34],"retinal":[35,61],"vessel":[37,70],"process.":[39],"The":[40,82,94,108],"consistency":[41],"contrast":[43],"within":[44],"image":[46],"will":[47],"define":[48],"reliability":[50],"segmentation.":[53],"A":[54],"new":[55],"approach":[56],"dynamic":[58,88,120],"proposed":[65,102],"in":[66,114],"this":[67,80],"paper.":[68],"Preprocessing,":[69],"segmentation,":[71],"post-processing":[73],"are":[74],"three":[76],"main":[77],"stages":[78],"method.":[81],"technique":[84],"was":[85,97],"integrated":[86],"with":[87],"preprocessing":[89],"improve":[91],"performance.":[93],"DRIVE":[95],"database":[96],"used":[98],"test":[100],"method":[103],"analyze":[105],"results.":[107],"experimental":[109],"results":[110],"confirmed":[111],"improvement":[113],"where":[116],"use":[118],"processing":[121],"increased":[122],"accuracy":[124],"from":[125],"91.65%":[126],"93.23%.":[128]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":3}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
