{"id":"https://openalex.org/W4405915510","doi":"https://doi.org/10.1145/3702138.3702358","title":"Composite Restoration using Image Recognition for Teeth Shade Matching using Deep Learning","display_name":"Composite Restoration using Image Recognition for Teeth Shade Matching using Deep Learning","publication_year":2024,"publication_date":"2024-09-11","ids":{"openalex":"https://openalex.org/W4405915510","doi":"https://doi.org/10.1145/3702138.3702358"},"language":"en","primary_location":{"id":"doi:10.1145/3702138.3702358","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3702138.3702358","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceeding of the 2024 5th Asia Service Sciences and Software Engineering Conference","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/A5115712985","display_name":"Jericho John O. Almoro","orcid":null},"institutions":[{"id":"https://openalex.org/I4210140868","display_name":"Far Eastern University","ror":"https://ror.org/045dhqd98","country_code":"PH","type":"education","lineage":["https://openalex.org/I4210140868"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Jericho John O. Almoro","raw_affiliation_strings":["FEU Institute of Technology, Manila, Philippines,"],"raw_orcid":"https://orcid.org/0009-0004-7798-5642","affiliations":[{"raw_affiliation_string":"FEU Institute of Technology, Manila, Philippines,","institution_ids":["https://openalex.org/I4210140868"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Francis Dale P. Caon","orcid":"https://orcid.org/0009-0007-7564-7561"},"institutions":[{"id":"https://openalex.org/I4210140868","display_name":"Far Eastern University","ror":"https://ror.org/045dhqd98","country_code":"PH","type":"education","lineage":["https://openalex.org/I4210140868"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Francis Dale P. Caon","raw_affiliation_strings":["FEU Institute of Technology, Manila, Philippines,"],"raw_orcid":"https://orcid.org/0009-0007-7564-7561","affiliations":[{"raw_affiliation_string":"FEU Institute of Technology, Manila, Philippines,","institution_ids":["https://openalex.org/I4210140868"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034311015","display_name":"B. Goldman","orcid":null},"institutions":[{"id":"https://openalex.org/I4210140868","display_name":"Far Eastern University","ror":"https://ror.org/045dhqd98","country_code":"PH","type":"education","lineage":["https://openalex.org/I4210140868"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Bianca H. Goldman","raw_affiliation_strings":["FEU Institute of Technology, Manila, Philippines,"],"raw_orcid":"https://orcid.org/0009-0001-9797-026X","affiliations":[{"raw_affiliation_string":"FEU Institute of Technology, Manila, Philippines,","institution_ids":["https://openalex.org/I4210140868"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Micah Sophia Q. Tan","orcid":"https://orcid.org/0009-0008-7602-2931"},"institutions":[{"id":"https://openalex.org/I4210140868","display_name":"Far Eastern University","ror":"https://ror.org/045dhqd98","country_code":"PH","type":"education","lineage":["https://openalex.org/I4210140868"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Micah Sophia Q. Tan","raw_affiliation_strings":["FEU Institute of Technology, Manila, Philippines,"],"raw_orcid":"https://orcid.org/0009-0008-7602-2931","affiliations":[{"raw_affiliation_string":"FEU Institute of Technology, Manila, Philippines,","institution_ids":["https://openalex.org/I4210140868"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115712986","display_name":"John Angelo B. Yap","orcid":null},"institutions":[{"id":"https://openalex.org/I4210140868","display_name":"Far Eastern University","ror":"https://ror.org/045dhqd98","country_code":"PH","type":"education","lineage":["https://openalex.org/I4210140868"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"John Angelo B. Yap","raw_affiliation_strings":["FEU Institute of Technology, Manila, Philippines,"],"raw_orcid":"https://orcid.org/0009-0006-2485-9436","affiliations":[{"raw_affiliation_string":"FEU Institute of Technology, Manila, Philippines,","institution_ids":["https://openalex.org/I4210140868"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054527320","display_name":"Abraham T. Magpantay","orcid":"https://orcid.org/0000-0003-4870-8326"},"institutions":[{"id":"https://openalex.org/I4210140868","display_name":"Far Eastern University","ror":"https://ror.org/045dhqd98","country_code":"PH","type":"education","lineage":["https://openalex.org/I4210140868"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Abraham T. Magpantay","raw_affiliation_strings":["FEU Institute of Technology, Manila, Philippines,"],"raw_orcid":"https://orcid.org/0000-0003-4870-8326","affiliations":[{"raw_affiliation_string":"FEU Institute of Technology, Manila, Philippines,","institution_ids":["https://openalex.org/I4210140868"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210140868"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.25835835,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"118","last_page":"125"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10113","display_name":"Dental materials and restorations","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/3505","display_name":"Orthodontics"},"field":{"id":"https://openalex.org/fields/35","display_name":"Dentistry"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10113","display_name":"Dental materials and restorations","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/3505","display_name":"Orthodontics"},"field":{"id":"https://openalex.org/fields/35","display_name":"Dentistry"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11363","display_name":"Dental Radiography and Imaging","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/3504","display_name":"Oral Surgery"},"field":{"id":"https://openalex.org/fields/35","display_name":"Dentistry"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10359","display_name":"Dental Implant Techniques and Outcomes","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/3504","display_name":"Oral Surgery"},"field":{"id":"https://openalex.org/fields/35","display_name":"Dentistry"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/composite-number","display_name":"Composite number","score":0.6145627498626709},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.6142760515213013},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5749763250350952},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5648911595344543},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5086844563484192},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4717077910900116},{"id":"https://openalex.org/keywords/image-matching","display_name":"Image matching","score":0.41136786341667175},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4057736396789551},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38771161437034607},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.22291070222854614},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1800881028175354},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.06791132688522339}],"concepts":[{"id":"https://openalex.org/C104779481","wikidata":"https://www.wikidata.org/wiki/Q50707","display_name":"Composite number","level":2,"score":0.6145627498626709},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.6142760515213013},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5749763250350952},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5648911595344543},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5086844563484192},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4717077910900116},{"id":"https://openalex.org/C2986492983","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image matching","level":3,"score":0.41136786341667175},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4057736396789551},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38771161437034607},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.22291070222854614},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1800881028175354},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.06791132688522339},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3702138.3702358","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3702138.3702358","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceeding of the 2024 5th Asia Service Sciences and Software Engineering Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.4000000059604645,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W577239076","https://openalex.org/W2525585682","https://openalex.org/W2765763670","https://openalex.org/W2888632898","https://openalex.org/W2891325305","https://openalex.org/W2950738586","https://openalex.org/W2981894472","https://openalex.org/W3097294098","https://openalex.org/W3181856202","https://openalex.org/W3195271775","https://openalex.org/W4283830687","https://openalex.org/W4313186202"],"related_works":["https://openalex.org/W2974904990","https://openalex.org/W2365681766","https://openalex.org/W2393963626","https://openalex.org/W2384918310","https://openalex.org/W2383808867","https://openalex.org/W2372581239","https://openalex.org/W2107893065","https://openalex.org/W2617958085","https://openalex.org/W1509862229","https://openalex.org/W1974208548"],"abstract_inverted_index":{"Dental":[0],"shade":[1,33,38,90],"matching":[2],"for":[3,85,98,140,151],"composite":[4],"restoration":[5],"to":[6,37,42,54,63,107,142,161],"natural":[7],"teeth":[8],"color":[9,144],"is":[10],"a":[11,74,158],"crucial":[12],"aspect":[13],"of":[14,31,118,134,172],"dental":[15,57,89,109,155],"treatment":[16,25],"as":[17],"it":[18],"can":[19],"significantly":[20],"impact":[21],"patient":[22,163,181],"satisfaction":[23],"and":[24,81,87,102,165],"outcomes.":[26,182],"However,":[27],"the":[28,45,60,121,125,128,137,170],"subjective":[29],"nature":[30],"manual":[32],"selection":[34],"often":[35],"leads":[36,41],"mismatch,":[39],"which":[40],"failure":[43],"on":[44],"first":[46],"visit.":[47],"In":[48],"addition,":[49],"intraoral":[50],"scanners":[51],"are":[52],"inaccessible":[53],"small":[55],"enterprises":[56],"clinic":[58],"in":[59],"Philippines":[61],"due":[62],"its":[64],"unaffordable":[65],"pricing.":[66],"To":[67],"address":[68],"this":[69,71],"problem,":[70],"study":[72,168],"proposed":[73],"mobile":[75,129],"application":[76,130],"that":[77],"utilizes":[78],"image":[79],"processing":[80],"deep":[82],"learning":[83],"techniques":[84],"objective":[86],"consistent":[88],"matching.":[91],"Exploring":[92],"Convolutional":[93],"Neural":[94],"Network":[95],"(CNN)-based":[96],"MediaPipe":[97],"Facial":[99],"Landmark":[100],"Detection":[101],"Support":[103],"Vector":[104],"Machines":[105],"(SVMs)":[106],"classify":[108],"shades.":[110],"The":[111,146],"SVM":[112],"model":[113],"attained":[114],"an":[115,132],"overall":[116],"accuracy":[117],"68.5%":[119],"during":[120,136],"experimental":[122],"results":[123],"while":[124],"implementation":[126],"using":[127],"obtained":[131],"estimate":[133],"90%":[135],"user":[138],"testing":[139],"A1":[141],"A4":[143],"shade.":[145],"findings":[147],"have":[148],"significant":[149],"implications":[150],"clinical":[152,177],"practice,":[153,178],"empowering":[154],"professionals":[156],"with":[157],"reliable":[159],"tool":[160],"improve":[162],"care":[164],"satisfaction.":[166],"This":[167],"emphasizes":[169],"importance":[171],"incorporating":[173],"advanced":[174],"technology":[175],"into":[176],"ultimately":[179],"improving":[180]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
