{"id":"https://openalex.org/W4390204374","doi":"https://doi.org/10.1109/access.2023.3347169","title":"Deep Learning-Based YOLO Models for the Detection of People With Disabilities","display_name":"Deep Learning-Based YOLO Models for the Detection of People With Disabilities","publication_year":2023,"publication_date":"2023-12-25","ids":{"openalex":"https://openalex.org/W4390204374","doi":"https://doi.org/10.1109/access.2023.3347169"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3347169","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3347169","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10373841.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10373841.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065276883","display_name":"Madallah Alruwaili","orcid":"https://orcid.org/0000-0002-5198-5730"},"institutions":[{"id":"https://openalex.org/I199702508","display_name":"Al Jouf University","ror":"https://ror.org/02zsyt821","country_code":"SA","type":"education","lineage":["https://openalex.org/I199702508"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Madallah Alruwaili","raw_affiliation_strings":["College of Computer and Information Sciences, Jouf University, Sakakah, Saudi Arabia","College of Computer and Information Sciences. Jouf University, Sakaka, Aljouf, Kingdom of Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"College of Computer and Information Sciences, Jouf University, Sakakah, Saudi Arabia","institution_ids":["https://openalex.org/I199702508"]},{"raw_affiliation_string":"College of Computer and Information Sciences. Jouf University, Sakaka, Aljouf, Kingdom of Saudi Arabia","institution_ids":["https://openalex.org/I199702508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111336207","display_name":"Muhammad Nouman Atta","orcid":null},"institutions":[{"id":"https://openalex.org/I1323252656","display_name":"Information Technology University","ror":"https://ror.org/00ngv8j44","country_code":"PK","type":"education","lineage":["https://openalex.org/I1323252656"]},{"id":"https://openalex.org/I246743127","display_name":"The University of Agriculture, Peshawar","ror":"https://ror.org/02sp3q482","country_code":"PK","type":"education","lineage":["https://openalex.org/I246743127"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Nouman Atta","raw_affiliation_strings":["Institute of Computer Science and Information Technology, The University of Agriculture, Peshawar, Pakistan","Institute of Computer Science and Information Technology, University of Agriculture Peshawar, Peshawar, Pakistan"],"affiliations":[{"raw_affiliation_string":"Institute of Computer Science and Information Technology, The University of Agriculture, Peshawar, Pakistan","institution_ids":["https://openalex.org/I246743127"]},{"raw_affiliation_string":"Institute of Computer Science and Information Technology, University of Agriculture Peshawar, Peshawar, Pakistan","institution_ids":["https://openalex.org/I1323252656","https://openalex.org/I246743127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041711498","display_name":"Muhammad Hameed Siddiqi","orcid":"https://orcid.org/0000-0002-4370-8012"},"institutions":[{"id":"https://openalex.org/I199702508","display_name":"Al Jouf University","ror":"https://ror.org/02zsyt821","country_code":"SA","type":"education","lineage":["https://openalex.org/I199702508"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Muhammad Hameed Siddiqi","raw_affiliation_strings":["College of Computer and Information Sciences, Jouf University, Sakakah, Saudi Arabia","College of Computer and Information Sciences. Jouf University, Sakaka, Aljouf, Kingdom of Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"College of Computer and Information Sciences, Jouf University, Sakakah, Saudi Arabia","institution_ids":["https://openalex.org/I199702508"]},{"raw_affiliation_string":"College of Computer and Information Sciences. Jouf University, Sakaka, Aljouf, Kingdom of Saudi Arabia","institution_ids":["https://openalex.org/I199702508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013621949","display_name":"Abdullah Khan","orcid":"https://orcid.org/0000-0003-1718-7038"},"institutions":[{"id":"https://openalex.org/I246743127","display_name":"The University of Agriculture, Peshawar","ror":"https://ror.org/02sp3q482","country_code":"PK","type":"education","lineage":["https://openalex.org/I246743127"]},{"id":"https://openalex.org/I1323252656","display_name":"Information Technology University","ror":"https://ror.org/00ngv8j44","country_code":"PK","type":"education","lineage":["https://openalex.org/I1323252656"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Abdullah Khan","raw_affiliation_strings":["Institute of Computer Science and Information Technology, The University of Agriculture, Peshawar, Pakistan","Institute of Computer Science and Information Technology, University of Agriculture Peshawar, Peshawar, Pakistan"],"affiliations":[{"raw_affiliation_string":"Institute of Computer Science and Information Technology, The University of Agriculture, Peshawar, Pakistan","institution_ids":["https://openalex.org/I246743127"]},{"raw_affiliation_string":"Institute of Computer Science and Information Technology, University of Agriculture Peshawar, Peshawar, Pakistan","institution_ids":["https://openalex.org/I1323252656","https://openalex.org/I246743127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062235615","display_name":"Asfandyar Khan","orcid":"https://orcid.org/0000-0001-5174-0736"},"institutions":[{"id":"https://openalex.org/I246743127","display_name":"The University of Agriculture, Peshawar","ror":"https://ror.org/02sp3q482","country_code":"PK","type":"education","lineage":["https://openalex.org/I246743127"]},{"id":"https://openalex.org/I1323252656","display_name":"Information Technology University","ror":"https://ror.org/00ngv8j44","country_code":"PK","type":"education","lineage":["https://openalex.org/I1323252656"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Asfandyar Khan","raw_affiliation_strings":["Institute of Computer Science and Information Technology, The University of Agriculture, Peshawar, Pakistan","Institute of Computer Science and Information Technology, University of Agriculture Peshawar, Peshawar, Pakistan"],"affiliations":[{"raw_affiliation_string":"Institute of Computer Science and Information Technology, The University of Agriculture, Peshawar, Pakistan","institution_ids":["https://openalex.org/I246743127"]},{"raw_affiliation_string":"Institute of Computer Science and Information Technology, University of Agriculture Peshawar, Peshawar, Pakistan","institution_ids":["https://openalex.org/I1323252656","https://openalex.org/I246743127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032105945","display_name":"Yousef Alhwaiti","orcid":"https://orcid.org/0000-0002-6516-2292"},"institutions":[{"id":"https://openalex.org/I199702508","display_name":"Al Jouf University","ror":"https://ror.org/02zsyt821","country_code":"SA","type":"education","lineage":["https://openalex.org/I199702508"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Yousef Alhwaiti","raw_affiliation_strings":["College of Computer and Information Sciences, Jouf University, Sakakah, Saudi Arabia","College of Computer and Information Sciences. Jouf University, Sakaka, Aljouf, Kingdom of Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"College of Computer and Information Sciences, Jouf University, Sakakah, Saudi Arabia","institution_ids":["https://openalex.org/I199702508"]},{"raw_affiliation_string":"College of Computer and Information Sciences. Jouf University, Sakaka, Aljouf, Kingdom of Saudi Arabia","institution_ids":["https://openalex.org/I199702508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087313412","display_name":"Saad Alanazi","orcid":"https://orcid.org/0000-0002-1714-1948"},"institutions":[{"id":"https://openalex.org/I199702508","display_name":"Al Jouf University","ror":"https://ror.org/02zsyt821","country_code":"SA","type":"education","lineage":["https://openalex.org/I199702508"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Saad Alanazi","raw_affiliation_strings":["College of Computer and Information Sciences, Jouf University, Sakakah, Saudi Arabia","College of Computer and Information Sciences. Jouf University, Sakaka, Aljouf, Kingdom of Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"College of Computer and Information Sciences, Jouf University, Sakakah, Saudi Arabia","institution_ids":["https://openalex.org/I199702508"]},{"raw_affiliation_string":"College of Computer and Information Sciences. Jouf University, Sakaka, Aljouf, Kingdom of Saudi Arabia","institution_ids":["https://openalex.org/I199702508"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5065276883"],"corresponding_institution_ids":["https://openalex.org/I199702508"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":6.8601,"has_fulltext":true,"cited_by_count":29,"citation_normalized_percentile":{"value":0.97590396,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"12","issue":null,"first_page":"2543","last_page":"2566"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9940999746322632,"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":0.9940999746322632,"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/T11227","display_name":"Diabetic Foot Ulcer Assessment and Management","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9865999817848206,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.7123459577560425},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.695919394493103},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.665442168712616},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.626448929309845},{"id":"https://openalex.org/keywords/wheelchair","display_name":"Wheelchair","score":0.5679318904876709},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.531538724899292},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.48415428400039673},{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.4778463542461395},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.47270700335502625},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.46052345633506775},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.45631512999534607},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3252655863761902},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1455659568309784},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.1017213761806488}],"concepts":[{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.7123459577560425},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.695919394493103},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.665442168712616},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.626448929309845},{"id":"https://openalex.org/C2781042323","wikidata":"https://www.wikidata.org/wiki/Q191931","display_name":"Wheelchair","level":2,"score":0.5679318904876709},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.531538724899292},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.48415428400039673},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.4778463542461395},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47270700335502625},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.46052345633506775},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.45631512999534607},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3252655863761902},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1455659568309784},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.1017213761806488},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2023.3347169","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3347169","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10373841.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2f21f25a924a4cac8287df39d2ff79b1","is_oa":true,"landing_page_url":"https://doaj.org/article/2f21f25a924a4cac8287df39d2ff79b1","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 2543-2566 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3347169","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3347169","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10373841.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6000000238418579,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G4063599710","display_name":null,"funder_award_id":"KSRG-2023-521","funder_id":"https://openalex.org/F4320330363","funder_display_name":"King Salman Center for Disability Research"}],"funders":[{"id":"https://openalex.org/F4320330363","display_name":"King Salman Center for Disability Research","ror":"https://ror.org/01ht2b307"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390204374.pdf","grobid_xml":"https://content.openalex.org/works/W4390204374.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W2056025798","https://openalex.org/W2066916495","https://openalex.org/W2102605133","https://openalex.org/W2564603115","https://openalex.org/W2583357606","https://openalex.org/W2798355657","https://openalex.org/W2908700480","https://openalex.org/W2912153377","https://openalex.org/W2912861368","https://openalex.org/W2921351656","https://openalex.org/W2962374310","https://openalex.org/W2963251476","https://openalex.org/W2963323244","https://openalex.org/W2963479781","https://openalex.org/W2963603913","https://openalex.org/W2973696262","https://openalex.org/W2990742331","https://openalex.org/W3012573144","https://openalex.org/W3034024180","https://openalex.org/W3042011474","https://openalex.org/W3097096317","https://openalex.org/W3122799380","https://openalex.org/W3155257528","https://openalex.org/W3163510280","https://openalex.org/W3164612304","https://openalex.org/W3180134609","https://openalex.org/W3184439416","https://openalex.org/W4206765025","https://openalex.org/W4226272687","https://openalex.org/W4306651372","https://openalex.org/W4308758201","https://openalex.org/W4386076325","https://openalex.org/W6686211706","https://openalex.org/W6733814495","https://openalex.org/W6796223860","https://openalex.org/W6798838024","https://openalex.org/W6810974023","https://openalex.org/W6847207718"],"related_works":["https://openalex.org/W4378364071","https://openalex.org/W2399287283","https://openalex.org/W1998563140","https://openalex.org/W2742303892","https://openalex.org/W4406026467","https://openalex.org/W2358294942","https://openalex.org/W2109657376","https://openalex.org/W2371300232","https://openalex.org/W2758692100","https://openalex.org/W4367460280"],"abstract_inverted_index":{"The":[0,177,262],"current":[1,131],"methods,":[2],"while":[3],"in":[4,130,170,220,276],"use,":[5],"continue":[6],"to":[7,17,28,32,52,62,134,160],"grapple":[8],"with":[9,37,67,175],"accuracy":[10,233],"and":[11,24,54,64,88,109,123,139,151,167,197,216,243,280],"effectiveness":[12],"concerns.":[13],"It":[14],"is":[15,158],"imperative":[16],"establish":[18],"dependable":[19],"solutions":[20],"capable":[21],"of":[22,95,164,173,188,222,236,251,264,286],"distinguishing":[23],"categorizing":[25],"people":[26,66,87,174],"according":[27],"their":[29,89,135],"assistive":[30],"devices":[31],"tackle":[33],"these":[34],"issues.":[35],"People":[36],"disabilities,":[38],"such":[39,97],"as":[40,98],"those":[41],"experiencing":[42],"paralysis,":[43,70],"limb":[44,71],"deficiencies,":[45],"or":[46,74,104],"amputations,":[47],"may":[48],"encounter":[49],"issues":[50],"related":[51],"discrimination":[53],"inadequate":[55],"support.":[56],"Hence,":[57],"this":[58,143],"research":[59],"was":[60],"undertaken":[61],"detect":[63],"track":[65],"conditions":[68],"like":[69],"deficiency":[72],"(Amelia),":[73],"amputation":[75],"among":[76],"the":[77,162,171,204,229,252,257],"differently-abled":[78],"population.":[79],"Earlier":[80],"investigations":[81],"have":[82,126],"predominantly":[83],"focused":[84],"on":[85],"recognizing":[86],"mobility":[90],"aids,":[91],"utilizing":[92],"a":[93,145,248,282],"variety":[94],"methods":[96],"Fast":[99],"R-CNN,":[100,102],"Faster":[101],"RGB":[103],"RGB-D":[105],"cameras,":[106],"Kalman":[107],"filters,":[108],"hidden":[110],"Markov":[111],"models.":[112],"Modern":[113],"deep":[114],"learning":[115],"models,":[116,254],"including":[117],"YOLO":[118],"(You":[119],"Only":[120],"Look":[121],"Once)":[122],"its":[124],"variations,":[125],"gained":[127],"substantial":[128,146],"acceptance":[129],"applications":[132],"owing":[133],"distinctive":[136],"architectural":[137],"designs":[138],"performance":[140,224,259],"attributes.":[141],"In":[142,247],"study,":[144],"dataset":[147],"comprising":[148],"4,300":[149],"images":[150],"8,447":[152],"labels":[153],"spanning":[154],"five":[155],"distinct":[156],"categories":[157],"employed":[159],"assess":[161],"efficacy":[163],"YOLOv8,":[165,182],"YOLOv5,":[166],"YOLOv7":[168,198,217,244],"models":[169],"identification":[172],"disabilities.":[176],"evaluation":[178],"findings":[179],"show":[180],"that":[181,269],"which":[183],"achieved":[184],"an":[185],"overall":[186],"precision":[187,208],"0.907,":[189],"performs":[190,271],"better":[191],"than":[192],"both":[193],"YOLOv5":[194,213,240],"(precision:":[195,199],"0.885)":[196],"0.906).":[200],"Notably,":[201],"YOLOv8":[202,211,227,255,270],"has":[203,256],"best":[205,258],"wheelchair":[206],"detection":[207,265],"(0.998).":[209],"Furthermore,":[210],"outperforms":[212],"(recall:":[214,218,225],"0.887)":[215],"0.925)":[219],"terms":[221],"recall":[223],"0.943).":[226],"achieves":[228],"greatest":[230],"mean":[231],"average":[232],"(mAP@.5)":[234],"value":[235],"0.951,":[237],"followed":[238],"by":[239],"(mAP@.5:":[241,245],"0.942),":[242],"0.954).":[246],"similar":[249],"vein,":[250],"three":[253],"(mAP@.5:.95:":[260],"0.713).":[261],"analysis":[263],"time":[266],"also":[267],"shows":[268],"best,":[272],"processing":[273],"5,597":[274],"frames":[275,288],"just":[277],"5.9":[278],"milliseconds":[279],"achieving":[281],"remarkable":[283],"frame":[284],"rate":[285],"169.49":[287],"per":[289],"second.":[290]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":9}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
