{"id":"https://openalex.org/W2570749312","doi":"https://doi.org/10.1109/access.2017.2649838","title":"Development of Novel Lip-Reading Recognition Algorithm","display_name":"Development of Novel Lip-Reading Recognition Algorithm","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2570749312","doi":"https://doi.org/10.1109/access.2017.2649838","mag":"2570749312"},"language":"en","primary_location":{"id":"doi:10.1109/access.2017.2649838","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2017.2649838","pdf_url":null,"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://doi.org/10.1109/access.2017.2649838","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031197613","display_name":"Bor-Shing Lin","orcid":"https://orcid.org/0000-0003-0498-3190"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]},{"id":"https://openalex.org/I99613584","display_name":"National Taipei University","ror":"https://ror.org/03e29r284","country_code":"TW","type":"education","lineage":["https://openalex.org/I99613584"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Bor-Shing Lin","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Taipei University, New Taipei City, Taiwan","Institute of Imaging and Biomedical Photonics, National Chiao Tung University, Tainan, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Taipei University, New Taipei City, Taiwan","institution_ids":["https://openalex.org/I99613584"]},{"raw_affiliation_string":"Institute of Imaging and Biomedical Photonics, National Chiao Tung University, Tainan, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084086182","display_name":"Yu-Hsien Yao","orcid":"https://orcid.org/0000-0002-0586-062X"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Hsien Yao","raw_affiliation_strings":["Institute of Imaging and Biomedical Photonics, National Chiao Tung University, Tainan, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Imaging and Biomedical Photonics, National Chiao Tung University, Tainan, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066322070","display_name":"Ching\u2010Feng Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210136334","display_name":"Chi Mei Medical Center","ror":"https://ror.org/02y2htg06","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I4210136334"]},{"id":"https://openalex.org/I80327900","display_name":"Chang Jung Christian University","ror":"https://ror.org/02s3d7j94","country_code":"TW","type":"education","lineage":["https://openalex.org/I80327900"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ching-Feng Liu","raw_affiliation_strings":["Department of Medical Research, Chi Mei Medical Center, Tainan, Taiwan","Graduate Institute of Medical Sciences, Chang Jung Christian University, Tainan, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Research, Chi Mei Medical Center, Tainan, Taiwan","institution_ids":["https://openalex.org/I4210136334"]},{"raw_affiliation_string":"Graduate Institute of Medical Sciences, Chang Jung Christian University, Tainan, Taiwan","institution_ids":["https://openalex.org/I80327900"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028325942","display_name":"Ching\u2010Feng Lien","orcid":"https://orcid.org/0000-0001-8245-5495"},"institutions":[{"id":"https://openalex.org/I4210091198","display_name":"E-Da Hospital","ror":"https://ror.org/00eh7f421","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I4210091198"]},{"id":"https://openalex.org/I98298690","display_name":"I-Shou University","ror":"https://ror.org/04d7e4m76","country_code":"TW","type":"education","lineage":["https://openalex.org/I98298690"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ching-Feng Lien","raw_affiliation_strings":["Department of Otolaryngology\u2013Head and Neck Surgery, E-Da Hospital, Kaohsiung, Taiwan","I-Shou University, Kaohsiung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Otolaryngology\u2013Head and Neck Surgery, E-Da Hospital, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I4210091198"]},{"raw_affiliation_string":"I-Shou University, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I98298690"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069841396","display_name":"Bor\u2010Shyh Lin","orcid":"https://orcid.org/0000-0002-8653-2571"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]},{"id":"https://openalex.org/I99613584","display_name":"National Taipei University","ror":"https://ror.org/03e29r284","country_code":"TW","type":"education","lineage":["https://openalex.org/I99613584"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Bor-Shyh Lin","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Taipei University, New Taipei City, Taiwan","Institute of Imaging and Biomedical Photonics, National Chiao Tung University, Tainan, Taiwan"],"raw_orcid":"https://orcid.org/0000-0002-8653-2571","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Taipei University, New Taipei City, Taiwan","institution_ids":["https://openalex.org/I99613584"]},{"raw_affiliation_string":"Institute of Imaging and Biomedical Photonics, National Chiao Tung University, Tainan, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.9027,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.8536337,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"5","issue":null,"first_page":"794","last_page":"801"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11448","display_name":"Face recognition and analysis","score":0.9944999814033508,"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9779000282287598,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/laryngectomy","display_name":"Laryngectomy","score":0.7700161933898926},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6742649674415588},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5481621623039246},{"id":"https://openalex.org/keywords/region-of-interest","display_name":"Region of interest","score":0.5453483462333679},{"id":"https://openalex.org/keywords/reading","display_name":"Reading (process)","score":0.5328640937805176},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4797050356864929},{"id":"https://openalex.org/keywords/word-error-rate","display_name":"Word error rate","score":0.4396286904811859},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4129994213581085},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.40449827909469604},{"id":"https://openalex.org/keywords/larynx","display_name":"Larynx","score":0.28549841046333313},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.12892138957977295},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.08047366142272949}],"concepts":[{"id":"https://openalex.org/C2781157581","wikidata":"https://www.wikidata.org/wiki/Q1472065","display_name":"Laryngectomy","level":3,"score":0.7700161933898926},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6742649674415588},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5481621623039246},{"id":"https://openalex.org/C19609008","wikidata":"https://www.wikidata.org/wiki/Q2138203","display_name":"Region of interest","level":2,"score":0.5453483462333679},{"id":"https://openalex.org/C554936623","wikidata":"https://www.wikidata.org/wiki/Q199657","display_name":"Reading (process)","level":2,"score":0.5328640937805176},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4797050356864929},{"id":"https://openalex.org/C40969351","wikidata":"https://www.wikidata.org/wiki/Q3516228","display_name":"Word error rate","level":2,"score":0.4396286904811859},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4129994213581085},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.40449827909469604},{"id":"https://openalex.org/C2780474809","wikidata":"https://www.wikidata.org/wiki/Q9637","display_name":"Larynx","level":2,"score":0.28549841046333313},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12892138957977295},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.08047366142272949},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2017.2649838","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2017.2649838","pdf_url":null,"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:e09d44323629430cbc1cc638fca92cf5","is_oa":true,"landing_page_url":"https://doaj.org/article/e09d44323629430cbc1cc638fca92cf5","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 5, Pp 794-801 (2017)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2017.2649838","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2017.2649838","pdf_url":null,"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":[{"display_name":"Quality Education","score":0.8600000143051147,"id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G6427053940","display_name":"A Quantitative Assessment System of Hand Function Using Inertial Sensor-Based Gloves","funder_award_id":"MOST105-2221-E305-001","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"},{"id":"https://openalex.org/G7578437125","display_name":"Development of a Wireless and Non-Invasive Multi-Parameter Monitoring System for Estimating the Level of Brain Edema","funder_award_id":"MOST105-2221-E009-013","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"}],"funders":[{"id":"https://openalex.org/F4320322795","display_name":"Ministry of Science and Technology, Taiwan","ror":"https://ror.org/02kv4zf79"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W22517275","https://openalex.org/W1563256181","https://openalex.org/W1829126161","https://openalex.org/W1978145168","https://openalex.org/W2023840357","https://openalex.org/W2030806493","https://openalex.org/W2035343574","https://openalex.org/W2053365209","https://openalex.org/W2055317045","https://openalex.org/W2068083175","https://openalex.org/W2070462112","https://openalex.org/W2088283570","https://openalex.org/W2091084407","https://openalex.org/W2102411311","https://openalex.org/W2118564005","https://openalex.org/W2121015323","https://openalex.org/W2123203052","https://openalex.org/W2134396574","https://openalex.org/W2144513380","https://openalex.org/W2152458443","https://openalex.org/W2158757808","https://openalex.org/W2164598857","https://openalex.org/W2167627932","https://openalex.org/W2284405005","https://openalex.org/W2285716245","https://openalex.org/W2463069270","https://openalex.org/W6600971220"],"related_works":["https://openalex.org/W2309273277","https://openalex.org/W2061937230","https://openalex.org/W1574295218","https://openalex.org/W2405439032","https://openalex.org/W2132658536","https://openalex.org/W2070212102","https://openalex.org/W2544241817","https://openalex.org/W2158882055","https://openalex.org/W2914603036","https://openalex.org/W2124470186"],"abstract_inverted_index":{"Total":[0],"laryngectomy":[1,51,92],"is":[2,16,42,73,113],"a":[3,18,115,121,228],"common":[4],"treatment":[5],"for":[6,46,58,87,141],"patients":[7,48,89],"with":[8],"advanced":[9],"laryngeal":[10],"and":[11,27,65,161,175,188,223,242,248],"hypopharyngeal":[12],"cancer,":[13],"but":[14],"it":[15,201,224],"also":[17,74,225,246],"result":[19],"from":[20,132],"the":[21,24,30,38,54,77,83,133,143,153,158,169,176,185,196,204,209,216,234,249,252],"loss":[22],"of":[23,70,76,146,156,179,195,211,236,251],"natural":[25],"voice":[26],"directly":[28],"affects":[29],"basic":[31,39,84],"communication":[32,40,85],"functions":[33],"in":[34,67],"daily":[35],"life.":[36],"Reconstructing":[37],"function":[41,86],"an":[43],"important":[44],"issue":[45],"these":[47,88],"after":[49,90],"total":[50,91],"surgery.":[52,93],"Recently,":[53],"image":[55],"processing":[56],"technique":[57],"lip-reading":[59,97,123,237,256],"recognition":[60,98,124,238,257],"has":[61],"been":[62,101],"widely":[63],"developed":[64,102],"applied":[66],"various":[68],"kinds":[69],"applications.":[71],"It":[72],"one":[75],"possibly":[78],"alternative":[79],"approaches":[80],"to":[81,103,128,151,183],"reconstructing":[82],"Although":[94],"many":[95],"human":[96],"methods":[99],"have":[100],"detect":[104,203],"lip":[105,110,134,162,166,186,218],"contour":[106,111,135,172,187],"precisely,":[107],"detecting":[108,142,157],"pronouncing":[109],"effectively":[112],"still":[114],"difficult":[116],"challenge.":[117],"In":[118],"this":[119],"paper,":[120],"novel":[122],"algorithm":[125,254],"was":[126,245,258],"proposed":[127,197,253],"recognize":[129,184],"English":[130,189],"vowels":[131,190],"when":[136,191],"speaking.":[137,192],"Here,":[138],"several":[139,165],"criteria":[140],"mouth":[144,159,205],"region":[145],"interest":[147],"(ROI)":[148],"were":[149,181],"designed":[150],"reduce":[152,208],"error":[154],"rate":[155],"ROI":[160,206],"contour.":[163],"Moreover,":[164],"parameters,":[167],"including":[168],"width,":[170],"height,":[171],"points,":[173],"area,":[174],"ratio":[177],"(width/height)":[178],"lips,":[180],"used":[182],"The":[193],"advantages":[194],"method":[198],"are":[199],"that":[200],"could":[202,226],"automatically,":[207],"influence":[210],"individual":[212,217,243],"differences,":[213],"such":[214],"as":[215],"shape":[219],"or":[220],"makeup":[221],"effect,":[222],"perform":[227],"good":[229],"performance":[230,235],"without":[231],"pretraining.":[232],"Finally,":[233],"under":[239],"different":[240],"backgrounds":[241],"differences":[244],"tested,":[247],"accuracy":[250],"on":[255],"over":[259],"80%.":[260]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":2}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
