{"id":"https://openalex.org/W3042649190","doi":"https://doi.org/10.1109/access.2020.3008687","title":"Fusion-Based Approach for Respiratory Rate Recognition From Facial Video Images","display_name":"Fusion-Based Approach for Respiratory Rate Recognition From Facial Video Images","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3042649190","doi":"https://doi.org/10.1109/access.2020.3008687","mag":"3042649190"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3008687","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3008687","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09139240.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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://ieeexplore.ieee.org/ielx7/6287639/8948470/09139240.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039636002","display_name":"Marc-Andr\u00e9 Fiedler","orcid":"https://orcid.org/0000-0002-5606-4033"},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marc-Andre Fiedler","raw_affiliation_strings":["Neuro-Information Technology Group, Institute for Information Technology and Communications, Otto von Guericke University Magdeburg, Magdeburg, Germany"],"raw_orcid":"https://orcid.org/0000-0002-5606-4033","affiliations":[{"raw_affiliation_string":"Neuro-Information Technology Group, Institute for Information Technology and Communications, Otto von Guericke University Magdeburg, Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024932264","display_name":"Micha\u0142 Rapczy\u0144ski","orcid":"https://orcid.org/0000-0003-4430-6952"},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Micha Rapczynski","raw_affiliation_strings":["Neuro-Information Technology Group, Institute for Information Technology and Communications, Otto von Guericke University Magdeburg, Magdeburg, Germany"],"raw_orcid":"https://orcid.org/0000-0003-4430-6952","affiliations":[{"raw_affiliation_string":"Neuro-Information Technology Group, Institute for Information Technology and Communications, Otto von Guericke University Magdeburg, Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033366160","display_name":"Ayoub Al-Hamadi","orcid":"https://orcid.org/0000-0002-3632-2402"},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ayoub Al-Hamadi","raw_affiliation_strings":["Neuro-Information Technology Group, Institute for Information Technology and Communications, Otto von Guericke University Magdeburg, Magdeburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neuro-Information Technology Group, Institute for Information Technology and Communications, Otto von Guericke University Magdeburg, Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I95793202"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1448,"currency":"EUR","value_usd":1561},"fwci":1.3656,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":{"value":0.79083481,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"8","issue":null,"first_page":"130036","last_page":"130047"},"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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9925000071525574,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9905999898910522,"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/computer-science","display_name":"Computer science","score":0.7319948673248291},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6145512461662292},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5835190415382385},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.5404305458068848},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.4406415522098541},{"id":"https://openalex.org/keywords/image-fusion","display_name":"Image fusion","score":0.4319309592247009},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4003543555736542},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3213551640510559},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2039012610912323}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7319948673248291},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6145512461662292},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5835190415382385},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.5404305458068848},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.4406415522098541},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.4319309592247009},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4003543555736542},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3213551640510559},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2039012610912323},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3008687","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3008687","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09139240.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:56b89cf3d51d47adb81997bd76931dcc","is_oa":true,"landing_page_url":"https://doaj.org/article/56b89cf3d51d47adb81997bd76931dcc","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 8, Pp 130036-130047 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3008687","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3008687","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09139240.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.5}],"awards":[{"id":"https://openalex.org/G6825813483","display_name":null,"funder_award_id":"Zwanzig20","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G6846774373","display_name":null,"funder_award_id":"03ZZ0470","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G8491057251","display_name":null,"funder_award_id":"03ZZ0448L","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"}],"funders":[{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3042649190.pdf","grobid_xml":"https://content.openalex.org/works/W3042649190.grobid-xml"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W655237379","https://openalex.org/W1969205199","https://openalex.org/W1976734044","https://openalex.org/W1984554603","https://openalex.org/W2003106099","https://openalex.org/W2003922338","https://openalex.org/W2008821584","https://openalex.org/W2016778993","https://openalex.org/W2060667206","https://openalex.org/W2064560406","https://openalex.org/W2066747626","https://openalex.org/W2069692225","https://openalex.org/W2073868358","https://openalex.org/W2075109859","https://openalex.org/W2075792780","https://openalex.org/W2081341964","https://openalex.org/W2094137957","https://openalex.org/W2103675325","https://openalex.org/W2104346039","https://openalex.org/W2106499015","https://openalex.org/W2115958963","https://openalex.org/W2117320287","https://openalex.org/W2124106073","https://openalex.org/W2136584541","https://openalex.org/W2139293067","https://openalex.org/W2153746365","https://openalex.org/W2154398478","https://openalex.org/W2156513500","https://openalex.org/W2167217202","https://openalex.org/W2324113729","https://openalex.org/W2327960307","https://openalex.org/W2409613296","https://openalex.org/W2470957930","https://openalex.org/W2548820856","https://openalex.org/W2594994220","https://openalex.org/W2607469928","https://openalex.org/W2609496847","https://openalex.org/W2612397987","https://openalex.org/W2621082329","https://openalex.org/W2760212863","https://openalex.org/W2761778302","https://openalex.org/W2766978038","https://openalex.org/W2797516094","https://openalex.org/W2808345783","https://openalex.org/W2890210513","https://openalex.org/W2893396487","https://openalex.org/W2894956427","https://openalex.org/W2922420779","https://openalex.org/W6682910261","https://openalex.org/W6683389390"],"related_works":["https://openalex.org/W2788731446","https://openalex.org/W2204403038","https://openalex.org/W3152170969","https://openalex.org/W2116423617","https://openalex.org/W2379054866","https://openalex.org/W2347824352","https://openalex.org/W2370195708","https://openalex.org/W1490651872","https://openalex.org/W2139242969","https://openalex.org/W2284201331"],"abstract_inverted_index":{"The":[0,59,138,164],"respiratory":[1,41,128,198,218],"rate":[2,42,129,199,219],"is":[3,19,44,94],"an":[4],"important":[5,189],"vital":[6],"parameter":[7],"that":[8,107,211],"provides":[9,188],"information":[10],"about":[11],"persons'":[12],"physical":[13],"condition.":[14],"In":[15,33,85],"clinical":[16],"practice":[17],"it":[18],"currently":[20],"only":[21],"monitored":[22],"using":[23,46],"contact-based":[24],"techniques,":[25],"which":[26],"can":[27],"have":[28],"negative":[29],"effects":[30,60],"on":[31,101,130],"patients.":[32],"this":[34,82],"study,":[35],"a":[36,87],"new":[37,79,190,206],"algorithm":[38,68,157],"for":[39,126,179,201],"remote":[40],"recognition":[43,200],"presented":[45,67],"photoplethysmographic":[47],"signals":[48],"derived":[49],"from":[50],"facial":[51,196],"video":[52,180],"images":[53],"in":[54,65,71,81,117,184,192],"the":[55,66,75,97,110,127,154,174,193,202,217],"visible":[56],"light":[57],"spectrum.":[58],"of":[61,90,112,142,153,195,216],"different":[62,103,114],"implementation":[63],"steps":[64],"are":[69,99,136,148,170],"investigated":[70],"order":[72],"to":[73],"optimize":[74],"approach":[76],"and":[77,96,133,145,161],"gain":[78],"findings":[80,191],"research":[83,203],"field.":[84],"addition,":[86],"detailed":[88],"examination":[89],"already":[91],"implemented":[92],"procedures":[93],"performed":[95],"results":[98,111],"compared":[100],"two":[102],"databases.":[104],"We":[105],"show":[106],"by":[108],"fusing":[109],"seven":[113],"respiratory-induced":[115],"modulations":[116],"combination":[118],"with":[119,158,173],"other":[120],"processing":[121],"steps,":[122],"very":[123],"good":[124],"estimates":[125,215],"both":[131],"moving":[132],"non-moving":[134],"data":[135],"achieved.":[137],"obtained":[139],"detection":[140],"rates":[141],"72.16":[143],"%":[144,147,160],"87.68":[146],"significantly":[149,213],"higher":[150],"than":[151,220],"those":[152],"best":[155],"comparison":[156,165],"37.37":[159],"59.13":[162],"%.":[163],"algorithms":[166],"developed":[167,222],"so":[168],"far":[169],"not":[171],"competitive":[172],"newly":[175],"designed":[176],"method,":[177],"especially":[178],"recordings":[181],"involving":[182],"persons":[183],"motion.":[185],"This":[186],"paper":[187],"field":[194],"video-based":[197],"community.":[204],"A":[205],"method":[207],"has":[208],"been":[209],"created":[210],"delivers":[212],"better":[214],"previously":[221],"techniques.":[223]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
