{"id":"https://openalex.org/W4389538397","doi":"https://doi.org/10.1109/embc40787.2023.10340279","title":"Enhanced Contactless Heart Rate Monitoring Using Camera with Motion Artifact Removal During Physical Activities","display_name":"Enhanced Contactless Heart Rate Monitoring Using Camera with Motion Artifact Removal During Physical Activities","publication_year":2023,"publication_date":"2023-07-24","ids":{"openalex":"https://openalex.org/W4389538397","doi":"https://doi.org/10.1109/embc40787.2023.10340279","pmid":"https://pubmed.ncbi.nlm.nih.gov/38082654"},"language":"en","primary_location":{"id":"doi:10.1109/embc40787.2023.10340279","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc40787.2023.10340279","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5051782097","display_name":"Korosh Vatanparvar","orcid":"https://orcid.org/0000-0002-9089-0021"},"institutions":[{"id":"https://openalex.org/I4210101778","display_name":"Samsung (United States)","ror":"https://ror.org/01bfbvm65","country_code":"US","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210101778"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Korosh Vatanparvar","raw_affiliation_strings":["Samsung Research America,Digital Health Lab,Mountain View,CA,USA","Digital Health Lab, Samsung Research America, Mountain View, CA, USA"],"affiliations":[{"raw_affiliation_string":"Samsung Research America,Digital Health Lab,Mountain View,CA,USA","institution_ids":["https://openalex.org/I4210101778"]},{"raw_affiliation_string":"Digital Health Lab, Samsung Research America, Mountain View, CA, USA","institution_ids":["https://openalex.org/I4210101778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100784775","display_name":"Jiyang Li","orcid":"https://orcid.org/0000-0002-0692-8972"},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiyang Li","raw_affiliation_strings":["SUNY University at Buffalo,Dept. of Computer Science and Engineering,Buffalo,NY,USA","Dept. of Computer Science and Engineering, SUNY University at Buffalo, Buffalo, NY, USA"],"affiliations":[{"raw_affiliation_string":"SUNY University at Buffalo,Dept. of Computer Science and Engineering,Buffalo,NY,USA","institution_ids":["https://openalex.org/I63190737"]},{"raw_affiliation_string":"Dept. of Computer Science and Engineering, SUNY University at Buffalo, Buffalo, NY, USA","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015173367","display_name":"Migyeong Gwak","orcid":"https://orcid.org/0000-0003-1226-0451"},"institutions":[{"id":"https://openalex.org/I4210101778","display_name":"Samsung (United States)","ror":"https://ror.org/01bfbvm65","country_code":"US","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210101778"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Migyeong Gwak","raw_affiliation_strings":["Samsung Research America,Digital Health Lab,Mountain View,CA,USA","Digital Health Lab, Samsung Research America, Mountain View, CA, USA"],"affiliations":[{"raw_affiliation_string":"Samsung Research America,Digital Health Lab,Mountain View,CA,USA","institution_ids":["https://openalex.org/I4210101778"]},{"raw_affiliation_string":"Digital Health Lab, Samsung Research America, Mountain View, CA, USA","institution_ids":["https://openalex.org/I4210101778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069732505","display_name":"Li Zhu","orcid":"https://orcid.org/0000-0001-6373-5846"},"institutions":[{"id":"https://openalex.org/I4210101778","display_name":"Samsung (United States)","ror":"https://ror.org/01bfbvm65","country_code":"US","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210101778"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Li Zhu","raw_affiliation_strings":["Samsung Research America,Digital Health Lab,Mountain View,CA,USA","Digital Health Lab, Samsung Research America, Mountain View, CA, USA"],"affiliations":[{"raw_affiliation_string":"Samsung Research America,Digital Health Lab,Mountain View,CA,USA","institution_ids":["https://openalex.org/I4210101778"]},{"raw_affiliation_string":"Digital Health Lab, Samsung Research America, Mountain View, CA, USA","institution_ids":["https://openalex.org/I4210101778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002167339","display_name":"Jilong Kuang","orcid":"https://orcid.org/0000-0003-2942-9102"},"institutions":[{"id":"https://openalex.org/I4210101778","display_name":"Samsung (United States)","ror":"https://ror.org/01bfbvm65","country_code":"US","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210101778"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jilong Kuang","raw_affiliation_strings":["Samsung Research America,Digital Health Lab,Mountain View,CA,USA","Digital Health Lab, Samsung Research America, Mountain View, CA, USA"],"affiliations":[{"raw_affiliation_string":"Samsung Research America,Digital Health Lab,Mountain View,CA,USA","institution_ids":["https://openalex.org/I4210101778"]},{"raw_affiliation_string":"Digital Health Lab, Samsung Research America, Mountain View, CA, USA","institution_ids":["https://openalex.org/I4210101778"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036964136","display_name":"Alex Gao","orcid":"https://orcid.org/0000-0002-3393-5043"},"institutions":[{"id":"https://openalex.org/I4210101778","display_name":"Samsung (United States)","ror":"https://ror.org/01bfbvm65","country_code":"US","type":"company","lineage":["https://openalex.org/I2250650973","https://openalex.org/I4210101778"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alex Gao","raw_affiliation_strings":["Samsung Research America,Digital Health Lab,Mountain View,CA,USA","Digital Health Lab, Samsung Research America, Mountain View, CA, USA"],"affiliations":[{"raw_affiliation_string":"Samsung Research America,Digital Health Lab,Mountain View,CA,USA","institution_ids":["https://openalex.org/I4210101778"]},{"raw_affiliation_string":"Digital Health Lab, Samsung Research America, Mountain View, CA, USA","institution_ids":["https://openalex.org/I4210101778"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5051782097"],"corresponding_institution_ids":["https://openalex.org/I4210101778"],"apc_list":null,"apc_paid":null,"fwci":0.2248,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.49660777,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"2023","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"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/artifact","display_name":"Artifact (error)","score":0.8534152507781982},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6094022393226624},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.556817352771759},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.5542466640472412},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43336382508277893},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.3367166817188263}],"concepts":[{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.8534152507781982},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6094022393226624},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.556817352771759},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.5542466640472412},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43336382508277893},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3367166817188263}],"mesh":[{"descriptor_ui":"D000070276","descriptor_name":"Heart Rate Determination","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000070276","descriptor_name":"Heart Rate Determination","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000070276","descriptor_name":"Heart Rate Determination","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000070276","descriptor_name":"Heart Rate Determination","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000070276","descriptor_name":"Heart Rate Determination","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015444","descriptor_name":"Exercise","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D015444","descriptor_name":"Exercise","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D015444","descriptor_name":"Exercise","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D015444","descriptor_name":"Exercise","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D015444","descriptor_name":"Exercise","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017156","descriptor_name":"Photoplethysmography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017156","descriptor_name":"Photoplethysmography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017156","descriptor_name":"Photoplethysmography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017156","descriptor_name":"Photoplethysmography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017156","descriptor_name":"Photoplethysmography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc40787.2023.10340279","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc40787.2023.10340279","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:38082654","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38082654","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.6700000166893005,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1986273245","https://openalex.org/W1995006599","https://openalex.org/W2003922338","https://openalex.org/W2030134993","https://openalex.org/W2069692225","https://openalex.org/W2082046021","https://openalex.org/W2130007238","https://openalex.org/W2294700151","https://openalex.org/W2316549070","https://openalex.org/W2904456074","https://openalex.org/W2979961453","https://openalex.org/W4295454082","https://openalex.org/W4308086424","https://openalex.org/W6679257076","https://openalex.org/W6697201655"],"related_works":["https://openalex.org/W2058170566","https://openalex.org/W2772917594","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398","https://openalex.org/W2775347418"],"abstract_inverted_index":{"Contactless":[0],"monitoring":[1,82],"of":[2,12,63,80,89,112,135,148,184,206],"heart":[3],"rate":[4],"(HR)":[5],"can":[6,197],"improve":[7],"passive":[8],"and":[9,15,41,78,97,101,177],"continuous":[10],"tracking":[11,205],"cardiovascular":[13],"activities":[14,91,131,196],"overall":[16],"people's":[17],"health.":[18],"Remote":[19],"photoplethysmography":[20],"(rPPG)":[21],"using":[22],"a":[23,29,69,161,201,215],"camera":[24],"eliminates":[25],"the":[26,61,76,87,146,149,174],"need":[27],"for":[28,160],"wearable":[30],"device.":[31],"rPPG-based":[32],"HR":[33,81,100,150,185,204],"has":[34],"shown":[35],"promising":[36],"results":[37],"to":[38,43,59,74,105],"be":[39],"accurate":[40],"comparable":[42],"conventional":[44],"methods":[45],"such":[46],"as":[47],"contact":[48],"PPG.":[49,65],"Most":[50],"experiments":[51],"use":[52],"stationary":[53],"subjects":[54,126],"while":[55],"motion":[56,104,143,175,192],"is":[57,72,165,214],"known":[58],"affect":[60],"accuracy":[62,77,147,164],"remote":[64,219],"In":[66],"this":[67],"paper,":[68],"novel":[70],"methodology":[71],"introduced":[73],"enhance":[75],"reliability":[79],"based":[83],"on":[84,158],"rPPG":[85,113,189],"in":[86,208],"presence":[88],"physical":[90,195],"like":[92,211],"Yoga.":[93],"This":[94],"method":[95,116,141],"quickly":[96],"accurately":[98],"tracks":[99],"analyzes":[102],"head":[103],"exclude":[106],"unreliable":[107],"data":[108,122],"within":[109],"short":[110],"windows":[111],"signals.":[114],"The":[115,163,182],"was":[117],"tested":[118],"with":[119,132,191,200],"smartphone":[120],"video":[121],"collected":[123],"from":[124,187],"60":[125],"when":[127],"they":[128],"are":[129],"doing":[130],"varying":[133],"levels":[134],"movement.":[136],"Results":[137],"show":[138],"that":[139],"our":[140],"without":[142],"removal":[144],"improves":[145],"readings":[151,186],"by":[152,168],"0.7":[153],"bpm,":[154],"reaching":[155],"3.57":[156],"bpm":[157,171],"average":[159],"30-sec-window.":[162],"further":[166],"improved":[167],"another":[169],"1.3":[170],"after":[172],"removing":[173],"artifacts,":[176],"reaches":[178],"2.29":[179],"bpm.Clinical":[180],"relevance-":[181],"enhancement":[183],"shorter":[188],"signal":[190],"tolerance":[193],"during":[194],"ultimately":[198],"help":[199],"more":[202],"reliable":[203],"people":[207],"uncontrolled":[209],"settings":[210],"home":[212],"which":[213],"critical":[216],"step":[217],"towards":[218],"health-care":[220],"or":[221],"wellness":[222],"tracking.":[223]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}