{"id":"https://openalex.org/W4404031250","doi":"https://doi.org/10.1109/icccnt61001.2024.10725744","title":"A Transfer Learning Based Approach for Human Scar Detection","display_name":"A Transfer Learning Based Approach for Human Scar Detection","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4404031250","doi":"https://doi.org/10.1109/icccnt61001.2024.10725744"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt61001.2024.10725744","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt61001.2024.10725744","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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/A5037541478","display_name":"Saksham Mittal","orcid":"https://orcid.org/0000-0003-3778-3320"},"institutions":[{"id":"https://openalex.org/I60054993","display_name":"Graphic Era University","ror":"https://ror.org/03wqgqd89","country_code":"IN","type":"education","lineage":["https://openalex.org/I60054993"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Saksham Mittal","raw_affiliation_strings":["Graphic Era Hill University Graphic Era Deemed to be University,Computer Science & Engineering,Dehradun,India"],"affiliations":[{"raw_affiliation_string":"Graphic Era Hill University Graphic Era Deemed to be University,Computer Science & Engineering,Dehradun,India","institution_ids":["https://openalex.org/I60054993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056486375","display_name":"Vikas Tripathi","orcid":"https://orcid.org/0000-0002-2254-3044"},"institutions":[{"id":"https://openalex.org/I60054993","display_name":"Graphic Era University","ror":"https://ror.org/03wqgqd89","country_code":"IN","type":"education","lineage":["https://openalex.org/I60054993"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vikas Tripathi","raw_affiliation_strings":["Graphic Era Deemed to be University,Department of Computer Science & Engineering,Dehradun,India"],"affiliations":[{"raw_affiliation_string":"Graphic Era Deemed to be University,Department of Computer Science & Engineering,Dehradun,India","institution_ids":["https://openalex.org/I60054993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073070613","display_name":"Prakash Srivastava","orcid":"https://orcid.org/0000-0002-6793-8939"},"institutions":[{"id":"https://openalex.org/I60054993","display_name":"Graphic Era University","ror":"https://ror.org/03wqgqd89","country_code":"IN","type":"education","lineage":["https://openalex.org/I60054993"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Prakash Srivastava","raw_affiliation_strings":["Graphic Era Deemed to be University,Department of Computer Science & Engineering,Dehradun,India"],"affiliations":[{"raw_affiliation_string":"Graphic Era Deemed to be University,Department of Computer Science & Engineering,Dehradun,India","institution_ids":["https://openalex.org/I60054993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043192813","display_name":"Himanshu Singh Bisht","orcid":null},"institutions":[{"id":"https://openalex.org/I60054993","display_name":"Graphic Era University","ror":"https://ror.org/03wqgqd89","country_code":"IN","type":"education","lineage":["https://openalex.org/I60054993"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Himanshu Bisht","raw_affiliation_strings":["Graphic Era Hill University,Department of Computer Science & Engineering,Dehradun,India"],"affiliations":[{"raw_affiliation_string":"Graphic Era Hill University,Department of Computer Science & Engineering,Dehradun,India","institution_ids":["https://openalex.org/I60054993"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050651341","display_name":"Preeti Badhani","orcid":null},"institutions":[{"id":"https://openalex.org/I60054993","display_name":"Graphic Era University","ror":"https://ror.org/03wqgqd89","country_code":"IN","type":"education","lineage":["https://openalex.org/I60054993"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Preeti Badhani","raw_affiliation_strings":["Graphic Era Hill University,Department of Computer Science & Engineering,Dehradun,India"],"affiliations":[{"raw_affiliation_string":"Graphic Era Hill University,Department of Computer Science & Engineering,Dehradun,India","institution_ids":["https://openalex.org/I60054993"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5037541478"],"corresponding_institution_ids":["https://openalex.org/I60054993"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.27210579,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.757099986076355,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.757099986076355,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.755299985408783,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6795368194580078},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.627231240272522},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42217355966567993}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6795368194580078},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.627231240272522},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42217355966567993}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt61001.2024.10725744","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccnt61001.2024.10725744","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/5","score":0.44999998807907104,"display_name":"Gender equality"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1794483082","https://openalex.org/W2106309274","https://openalex.org/W2141125852","https://openalex.org/W2142384367","https://openalex.org/W2165528777","https://openalex.org/W2963883574","https://openalex.org/W3096769599","https://openalex.org/W3110374746","https://openalex.org/W3199013370","https://openalex.org/W4205952601","https://openalex.org/W4285345718","https://openalex.org/W4295533028","https://openalex.org/W4389332131","https://openalex.org/W6677681515","https://openalex.org/W6853461555"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W3123837699"],"abstract_inverted_index":{"In":[0,54],"dermatology,":[1],"human":[2,47],"scar":[3,26,48,83],"detection":[4,27,49],"systems":[5],"play":[6],"a":[7,46,93,112],"vital":[8],"role":[9],"in":[10,30,34,88],"identification":[11],"of":[12,15,80,120],"different":[13,61],"types":[14],"scars":[16],"and":[17,24,36,67,69,84,107,134,154],"timely":[18],"treatment":[19,35],"for":[20],"them.":[21],"The":[22,118],"early":[23],"accurate":[25],"can":[28],"help":[29],"preventing":[31],"further":[32],"complications":[33],"promoting":[37],"faster":[38],"healing.":[39],"Therefore,":[40],"this":[41,55],"paper":[42,90],"aims":[43],"to":[44],"propose":[45],"approach":[50],"using":[51],"transfer":[52,62],"learning.":[53],"paper,":[56],"we":[57],"have":[58,124],"used":[59],"three":[60],"learning":[63],"models:":[64],"EfficientNetB1,":[65],"MobileNetV3Small":[66],"Xception,":[68],"each":[70],"model":[71],"is":[72,92,111],"trained":[73],"on":[74,127],"the":[75,89,96,101,104,115,122,137],"dataset":[76],"having":[77],"two":[78],"categories":[79],"scars:":[81],"keloid":[82],"hypertrophic":[85],"scar.":[86],"First,":[87],"there":[91,110],"discussion":[94,102,113],"about":[95,103,114],"related":[97],"work,":[98],"followed":[99],"by":[100],"proposed":[105],"methodology":[106],"at":[108],"last":[109],"obtained":[116],"results.":[117],"performance":[119,129],"all":[121],"models":[123],"been":[125,141],"analyzed":[126],"important":[128],"parameters:":[130],"accuracy,":[131],"precision,":[132],"recall":[133],"f1-score.":[135,156],"From":[136],"results,":[138],"it":[139],"has":[140,145],"observed":[142],"that":[143],"EfficientNetB1":[144],"shown":[146],"remarkable":[147],"results":[148],"with":[149],"${9":[150],"0":[151],"\\%}$":[152],"accuracy":[153],"0.89":[155]},"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}