{"id":"https://openalex.org/W4313190993","doi":"https://doi.org/10.1145/3549206.3549216","title":"SVM and Logistic Regression for Facial Palsy Detection Utilizing Facial Landmark Features","display_name":"SVM and Logistic Regression for Facial Palsy Detection Utilizing Facial Landmark Features","publication_year":2022,"publication_date":"2022-08-04","ids":{"openalex":"https://openalex.org/W4313190993","doi":"https://doi.org/10.1145/3549206.3549216"},"language":"en","primary_location":{"id":"doi:10.1145/3549206.3549216","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3549206.3549216","pdf_url":null,"source":{"id":"https://openalex.org/S4363609025","display_name":"Proceedings of the 2022 Fourteenth International Conference on Contemporary Computing","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":"Proceedings of the 2022 Fourteenth International Conference on Contemporary Computing","raw_type":"proceedings-article"},"type":"conference-paper","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/A5013782239","display_name":"Anuja Arora","orcid":"https://orcid.org/0000-0001-5215-1300"},"institutions":[{"id":"https://openalex.org/I154970844","display_name":"Jaypee Institute of Information Technology","ror":"https://ror.org/05sttyy11","country_code":"IN","type":"education","lineage":["https://openalex.org/I154970844"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anuja Arora","raw_affiliation_strings":["Jaypee Institute of Information Technology, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jaypee Institute of Information Technology, India","institution_ids":["https://openalex.org/I154970844"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101583740","display_name":"Anubhav Sinha","orcid":"https://orcid.org/0000-0003-4517-738X"},"institutions":[{"id":"https://openalex.org/I154970844","display_name":"Jaypee Institute of Information Technology","ror":"https://ror.org/05sttyy11","country_code":"IN","type":"education","lineage":["https://openalex.org/I154970844"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anubhav Sinha","raw_affiliation_strings":["Jaypee Institute of Information Technology, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jaypee Institute of Information Technology, India","institution_ids":["https://openalex.org/I154970844"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030610631","display_name":"Kaushal Bhansali","orcid":null},"institutions":[{"id":"https://openalex.org/I154970844","display_name":"Jaypee Institute of Information Technology","ror":"https://ror.org/05sttyy11","country_code":"IN","type":"education","lineage":["https://openalex.org/I154970844"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kaushal Bhansali","raw_affiliation_strings":["Jaypee Institute of Information Technology, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jaypee Institute of Information Technology, India","institution_ids":["https://openalex.org/I154970844"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109287871","display_name":"Rachit Goel","orcid":null},"institutions":[{"id":"https://openalex.org/I154970844","display_name":"Jaypee Institute of Information Technology","ror":"https://ror.org/05sttyy11","country_code":"IN","type":"education","lineage":["https://openalex.org/I154970844"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rachit Goel","raw_affiliation_strings":["Jaypee Institute of Information Technology, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jaypee Institute of Information Technology, India","institution_ids":["https://openalex.org/I154970844"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101711597","display_name":"Isha Sharma","orcid":"https://orcid.org/0000-0002-2258-4487"},"institutions":[{"id":"https://openalex.org/I4210125687","display_name":"Save the Children","ror":"https://ror.org/02y2gng66","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210125687"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Isha Sharma","raw_affiliation_strings":["Senior Testing Engineer Save the Children International London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Senior Testing Engineer Save the Children International London, UK","institution_ids":["https://openalex.org/I4210125687"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074384016","display_name":"Ambikesh Jayal","orcid":"https://orcid.org/0000-0002-9936-5311"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ambikesh Jayal","raw_affiliation_strings":["School of Information Systems and Technology, University of Canberra, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Systems and Technology, University of Canberra, Australia","institution_ids":["https://openalex.org/I188329596"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"43","last_page":"48"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12301","display_name":"Facial Nerve Paralysis Treatment and Research","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T12301","display_name":"Facial Nerve Paralysis Treatment and Research","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T11448","display_name":"Face recognition and analysis","score":0.9991999864578247,"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"}},{"id":"https://openalex.org/T11866","display_name":"Reconstructive Facial Surgery Techniques","score":0.98580002784729,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/landmark","display_name":"Landmark","score":0.8488962650299072},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7569893002510071},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7161356210708618},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6909697651863098},{"id":"https://openalex.org/keywords/palsy","display_name":"Palsy","score":0.590825080871582},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.5132160186767578},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5008602142333984},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39433419704437256},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3763800263404846}],"concepts":[{"id":"https://openalex.org/C2780297707","wikidata":"https://www.wikidata.org/wiki/Q4895393","display_name":"Landmark","level":2,"score":0.8488962650299072},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7569893002510071},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7161356210708618},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6909697651863098},{"id":"https://openalex.org/C2778097013","wikidata":"https://www.wikidata.org/wiki/Q68212673","display_name":"Palsy","level":3,"score":0.590825080871582},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.5132160186767578},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5008602142333984},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39433419704437256},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3763800263404846},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3549206.3549216","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3549206.3549216","pdf_url":null,"source":{"id":"https://openalex.org/S4363609025","display_name":"Proceedings of the 2022 Fourteenth International Conference on Contemporary Computing","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":"Proceedings of the 2022 Fourteenth International Conference on Contemporary Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2087681821","https://openalex.org/W2883838657","https://openalex.org/W2892941978","https://openalex.org/W2903331744","https://openalex.org/W2945074464","https://openalex.org/W2945982056","https://openalex.org/W2963566548","https://openalex.org/W2973738744","https://openalex.org/W2982242374","https://openalex.org/W2982342232","https://openalex.org/W3006435130","https://openalex.org/W3042055385","https://openalex.org/W3133104286","https://openalex.org/W4255551821"],"related_works":["https://openalex.org/W2016546218","https://openalex.org/W2352223314","https://openalex.org/W166366606","https://openalex.org/W2509104183","https://openalex.org/W2509618504","https://openalex.org/W2156243485","https://openalex.org/W2098911910","https://openalex.org/W2148343984","https://openalex.org/W586143910","https://openalex.org/W99616944"],"abstract_inverted_index":{"Facial":[0,60],"Palsy":[1],"is":[2,19,53,75,141,154],"a":[3],"problem":[4],"related":[5],"to":[6,32,43],"temporary":[7],"or":[8],"permanent":[9],"damage":[10],"of":[11,27,36],"facial":[12,17,28,105,115,134],"nerve.":[13],"Conventional":[14,40],"technique":[15],"for":[16,25,78,112,133],"paralysis":[18],"physical":[20],"detection":[21,117,136],"and":[22,64,89,94,125],"manual":[23],"measurement":[24],"reconstruction":[26],"features":[29],"in":[30,56,65],"order":[31],"provide":[33],"perfect":[34],"balance":[35],"patient\u2019s":[37],"face.":[38],"These":[39],"techniques":[41],"need":[42],"be":[44],"strengthen":[45],"using":[46,103,118,137],"computational":[47],"process.":[48],"The":[49,108,131,146],"present":[50],"research":[51],"work":[52],"carried":[54],"out":[55],"this":[57],"same":[58],"direction.":[59],"palsy":[61,116,135],"data":[62],"collection":[63],"continuation":[66],"landmark":[67,106],"coordination":[68,74],"generation":[69,124],"are":[70,92,121],"challenging":[71],"task.":[72],"Landmark":[73,122],"an":[76],"input":[77],"learning":[79,83,97,120,128],"model.":[80],"Two":[81],"machine":[82,96,119,127,140,153],"models":[84,98],"\u2013":[85],"Support":[86],"Vector":[87],"Machine":[88],"Logistic":[90],"Regression":[91],"applied":[93],"these":[95],"will":[99],"train":[100],"the":[101,114],"system":[102],"generated":[104],"features.":[107],"two":[109],"important":[110],"tasks":[111],"handling":[113],"feature":[123],"effective":[126],"model":[129],"training.":[130],"outcome":[132],"support":[138,151],"vector":[139,152],"better":[142],"than":[143],"logistic":[144],"regression.":[145],"average":[147],"accuracy":[148],"achieved":[149],"by":[150],"76.87%":[155]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
