{"id":"https://openalex.org/W2898940198","doi":"https://doi.org/10.1109/embc.2018.8513464","title":"Remote Heart Rate Measurement from RGB-NIR Video Based on Spatial and Spectral Face Patch Selection","display_name":"Remote Heart Rate Measurement from RGB-NIR Video Based on Spatial and Spectral Face Patch Selection","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2898940198","doi":"https://doi.org/10.1109/embc.2018.8513464","mag":"2898940198","pmid":"https://pubmed.ncbi.nlm.nih.gov/30441624"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2018.8513464","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2018.8513464","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 40th Annual International Conference of the IEEE Engineering in Medicine and 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/A5022543967","display_name":"Shiika Kado","orcid":null},"institutions":[{"id":"https://openalex.org/I114531698","display_name":"Tokyo Institute of Technology","ror":"https://ror.org/0112mx960","country_code":"JP","type":"education","lineage":["https://openalex.org/I114531698"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shiika Kado","raw_affiliation_strings":["Tokyo Kogyo Daigaku, Meguro-ku, Tokyo, JP"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tokyo Kogyo Daigaku, Meguro-ku, Tokyo, JP","institution_ids":["https://openalex.org/I114531698"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039862436","display_name":"Yusuke Monno","orcid":"https://orcid.org/0000-0001-6733-3406"},"institutions":[{"id":"https://openalex.org/I114531698","display_name":"Tokyo Institute of Technology","ror":"https://ror.org/0112mx960","country_code":"JP","type":"education","lineage":["https://openalex.org/I114531698"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yusuke Monno","raw_affiliation_strings":["Tokyo Kogyo Daigaku, Meguro-ku, Tokyo, JP"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tokyo Kogyo Daigaku, Meguro-ku, Tokyo, JP","institution_ids":["https://openalex.org/I114531698"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047938943","display_name":"Kenta Moriwaki","orcid":"https://orcid.org/0000-0002-8724-4715"},"institutions":[{"id":"https://openalex.org/I114531698","display_name":"Tokyo Institute of Technology","ror":"https://ror.org/0112mx960","country_code":"JP","type":"education","lineage":["https://openalex.org/I114531698"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kenta Moriwaki","raw_affiliation_strings":["Tokyo Kogyo Daigaku, Meguro-ku, Tokyo, JP"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tokyo Kogyo Daigaku, Meguro-ku, Tokyo, JP","institution_ids":["https://openalex.org/I114531698"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012679513","display_name":"Kazunori Yoshizaki","orcid":null},"institutions":[{"id":"https://openalex.org/I36940870","display_name":"Olympus (Japan)","ror":"https://ror.org/01v0pgv63","country_code":"JP","type":"company","lineage":["https://openalex.org/I36940870"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kazunori Yoshizaki","raw_affiliation_strings":["Olympus Kabushiki Kaisha, Shinjuku-ku, Tokyo, JP"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Olympus Kabushiki Kaisha, Shinjuku-ku, Tokyo, JP","institution_ids":["https://openalex.org/I36940870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040292386","display_name":"Masayuki Tanaka","orcid":"https://orcid.org/0000-0002-5756-1904"},"institutions":[{"id":"https://openalex.org/I114531698","display_name":"Tokyo Institute of Technology","ror":"https://ror.org/0112mx960","country_code":"JP","type":"education","lineage":["https://openalex.org/I114531698"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masayuki Tanaka","raw_affiliation_strings":["Tokyo Kogyo Daigaku, Meguro-ku, Tokyo, JP"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tokyo Kogyo Daigaku, Meguro-ku, Tokyo, JP","institution_ids":["https://openalex.org/I114531698"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024453747","display_name":"Masatoshi Okutomi","orcid":"https://orcid.org/0000-0001-5787-0742"},"institutions":[{"id":"https://openalex.org/I114531698","display_name":"Tokyo Institute of Technology","ror":"https://ror.org/0112mx960","country_code":"JP","type":"education","lineage":["https://openalex.org/I114531698"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masatoshi Okutomi","raw_affiliation_strings":["Tokyo Kogyo Daigaku, Meguro-ku, Tokyo, JP"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tokyo Kogyo Daigaku, Meguro-ku, Tokyo, JP","institution_ids":["https://openalex.org/I114531698"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.115,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.76755949,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"2018","issue":null,"first_page":"5676","last_page":"5680"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":1.0,"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":1.0,"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/T10977","display_name":"Optical Imaging and Spectroscopy Techniques","score":0.991599977016449,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9914000034332275,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.8359348773956299},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7740280628204346},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7299079895019531},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.7222849130630493},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.7064263820648193},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5413056015968323},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35617852210998535}],"concepts":[{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.8359348773956299},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7740280628204346},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7299079895019531},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7222849130630493},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.7064263820648193},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5413056015968323},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35617852210998535},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D005145","descriptor_name":"Face","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005145","descriptor_name":"Face","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005145","descriptor_name":"Face","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006339","descriptor_name":"Heart Rate","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006339","descriptor_name":"Heart Rate","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006339","descriptor_name":"Heart Rate","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}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2018.8513464","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2018.8513464","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:30441624","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30441624","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":[{"score":0.46000000834465027,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1528784850","https://openalex.org/W1984554603","https://openalex.org/W1986273245","https://openalex.org/W1986618684","https://openalex.org/W1994303078","https://openalex.org/W2002282659","https://openalex.org/W2003922338","https://openalex.org/W2008821584","https://openalex.org/W2010270685","https://openalex.org/W2011989160","https://openalex.org/W2022351629","https://openalex.org/W2029745771","https://openalex.org/W2044935899","https://openalex.org/W2058611593","https://openalex.org/W2060667206","https://openalex.org/W2069692225","https://openalex.org/W2082046021","https://openalex.org/W2083872334","https://openalex.org/W2087681821","https://openalex.org/W2087766611","https://openalex.org/W2106822551","https://openalex.org/W2108911881","https://openalex.org/W2115252128","https://openalex.org/W2123649031","https://openalex.org/W2128585298","https://openalex.org/W2135220085","https://openalex.org/W2139293067","https://openalex.org/W2218803975","https://openalex.org/W2292374408","https://openalex.org/W2317545003","https://openalex.org/W2464296310","https://openalex.org/W2472200183","https://openalex.org/W2520509592","https://openalex.org/W2571738250","https://openalex.org/W2593920008","https://openalex.org/W2608058963","https://openalex.org/W2738968590","https://openalex.org/W2952761377","https://openalex.org/W3046980670","https://openalex.org/W4214931823","https://openalex.org/W4285719527","https://openalex.org/W6631797395","https://openalex.org/W6676128475","https://openalex.org/W6677618333","https://openalex.org/W6736865685","https://openalex.org/W6800586861"],"related_works":["https://openalex.org/W4205762803","https://openalex.org/W2486460843","https://openalex.org/W2168109476","https://openalex.org/W1968121071","https://openalex.org/W2535856026","https://openalex.org/W2265065644","https://openalex.org/W2020254986","https://openalex.org/W2686985752","https://openalex.org/W1992540108","https://openalex.org/W2134699697"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"propose":[4],"a":[5,73],"novel":[6],"heart":[7],"rate":[8],"(HR)":[9],"estimation":[10,36],"method":[11,26,84],"using":[12],"simultaneously":[13],"recorded":[14],"RGB":[15,64,101],"and":[16,40,45,79],"near-infrared":[17],"(NIR)":[18],"face":[19,32,47],"videos.":[20],"The":[21,43],"key":[22],"idea":[23],"of":[24,108],"our":[25,83],"is":[27],"to":[28,52,68],"automatically":[29],"select":[30],"suitable":[31],"patches":[33],"for":[34,89,106],"HR":[35,55,88],"in":[37,76],"both":[38],"spatial":[39,44],"spectral":[41,46],"domains.":[42],"patch":[48],"selection":[49],"enables":[50],"us":[51],"robustly":[53],"estimate":[54,70,87],"under":[56,61],"various":[57],"situations,":[58],"including":[59],"scenes":[60],"which":[62],"existing":[63],"camera-based":[65,102],"methods":[66,103],"fail":[67],"accurately":[69],"HR.":[71],"For":[72],"challenging":[74],"scene":[75],"low":[77],"light":[78,81],"with":[80],"fluctuations,":[82],"can":[85],"successfully":[86],"all":[90],"20":[91],"subjects":[92],"$(":[93],"\\pm":[94],"3$":[95],"beats":[96],"per":[97],"minute),":[98],"while":[99],"the":[100,109],"succeed":[104],"only":[105],"25%":[107],"subjects.":[110]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
