{"id":"https://openalex.org/W4408521032","doi":"https://doi.org/10.1109/bhi62660.2024.10913710","title":"SympCam: Remote Optical Measurement of Sympathetic Arousal","display_name":"SympCam: Remote Optical Measurement of Sympathetic Arousal","publication_year":2024,"publication_date":"2024-11-10","ids":{"openalex":"https://openalex.org/W4408521032","doi":"https://doi.org/10.1109/bhi62660.2024.10913710"},"language":"en","primary_location":{"id":"doi:10.1109/bhi62660.2024.10913710","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bhi62660.2024.10913710","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)","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/A5113405463","display_name":"Bj\u00f6rn Braun","orcid":null},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Bj\u00f6rn Braun","raw_affiliation_strings":["ETH Zurich"],"affiliations":[{"raw_affiliation_string":"ETH Zurich","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100681741","display_name":"Daniel McDuff","orcid":"https://orcid.org/0000-0001-7313-0082"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel McDuff","raw_affiliation_strings":["University of Washington"],"affiliations":[{"raw_affiliation_string":"University of Washington","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058610902","display_name":"Tadas Baltru\u0161aitis","orcid":"https://orcid.org/0000-0001-7923-8780"},"institutions":[{"id":"https://openalex.org/I4210164937","display_name":"Microsoft Research (United Kingdom)","ror":"https://ror.org/05k87vq12","country_code":"GB","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210164937"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Tadas Baltrusaitis","raw_affiliation_strings":["Microsoft"],"affiliations":[{"raw_affiliation_string":"Microsoft","institution_ids":["https://openalex.org/I4210164937"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114620049","display_name":"Paul Streli","orcid":null},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Paul Streli","raw_affiliation_strings":["ETH Zurich"],"affiliations":[{"raw_affiliation_string":"ETH Zurich","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005269594","display_name":"Max Moebus","orcid":"https://orcid.org/0000-0003-3414-7142"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Max Moebus","raw_affiliation_strings":["ETH Zurich"],"affiliations":[{"raw_affiliation_string":"ETH Zurich","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046815740","display_name":"Christian Holz","orcid":"https://orcid.org/0000-0001-9655-9519"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Christian Holz","raw_affiliation_strings":["ETH Zurich"],"affiliations":[{"raw_affiliation_string":"ETH Zurich","institution_ids":["https://openalex.org/I35440088"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5113405463"],"corresponding_institution_ids":["https://openalex.org/I35440088"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.24814116,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.8651000261306763,"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":0.8651000261306763,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/arousal","display_name":"Arousal","score":0.5582597255706787},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48466306924819946},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1618954837322235},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.13853585720062256}],"concepts":[{"id":"https://openalex.org/C36951298","wikidata":"https://www.wikidata.org/wiki/Q379784","display_name":"Arousal","level":2,"score":0.5582597255706787},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48466306924819946},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1618954837322235},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.13853585720062256}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bhi62660.2024.10913710","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bhi62660.2024.10913710","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1239497932","https://openalex.org/W1531145115","https://openalex.org/W1912166081","https://openalex.org/W1971882374","https://openalex.org/W1984554603","https://openalex.org/W2003922338","https://openalex.org/W2013768212","https://openalex.org/W2020386158","https://openalex.org/W2031590924","https://openalex.org/W2049212669","https://openalex.org/W2107161633","https://openalex.org/W2108780991","https://openalex.org/W2118406111","https://openalex.org/W2120679634","https://openalex.org/W2162130009","https://openalex.org/W2167600723","https://openalex.org/W2329439512","https://openalex.org/W2394865193","https://openalex.org/W2766415135","https://openalex.org/W2793799979","https://openalex.org/W2893814198","https://openalex.org/W2898923912","https://openalex.org/W2914751337","https://openalex.org/W2958197594","https://openalex.org/W2963433879","https://openalex.org/W2984287652","https://openalex.org/W3000402017","https://openalex.org/W3081764930","https://openalex.org/W3082076610","https://openalex.org/W3085663053","https://openalex.org/W3110080536","https://openalex.org/W3127209096","https://openalex.org/W3137648904","https://openalex.org/W3153885991","https://openalex.org/W3190825663","https://openalex.org/W3217591046","https://openalex.org/W4238861725","https://openalex.org/W4250928742","https://openalex.org/W4289752563","https://openalex.org/W4312358294","https://openalex.org/W4388523339","https://openalex.org/W4390990395","https://openalex.org/W4400408343","https://openalex.org/W4402916282","https://openalex.org/W6767419198","https://openalex.org/W6778939222","https://openalex.org/W6803376173"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Recent":[0],"work":[1,98],"has":[2],"shown":[3],"that":[4,120,132],"a":[5,34,42,52,69,102,145,174],"person's":[6],"sympathetic":[7,63,94,126,134,183,246],"arousal":[8,64,95,127,135,184,247],"can":[9],"be":[10],"estimated":[11],"from":[12,87,197],"facial":[13],"videos":[14,193],"alone":[15,122],"using":[16,41,168],"basic":[17],"signal":[18],"processing.":[19],"This":[20],"opens":[21],"up":[22],"new":[23,53],"possibilities":[24],"in":[25,96,161,225],"the":[26,59,76,133,156,165,179,216,223,229,236],"field":[27],"of":[28,61,79,93,105,148,152,167,181,194,231],"telehealth":[29],"and":[30,118,191,205,218],"stress":[31,39,143],"management,":[32],"providing":[33],"non-invasive":[35],"method":[36,89,111,139,158],"to":[37,58,74,101,155,215,221,240],"measure":[38],"only":[40],"regular":[43],"RGB":[44],"camera.":[45],"In":[46],"this":[47,212,226,234],"paper,":[48],"we":[49,130,172],"present":[50],"SympCam,":[51],"3D":[54],"convolutional":[55],"architecture":[56],"tailored":[57],"task":[60,180],"remote":[62,114,182,245],"prediction.":[65,185,248],"Our":[66,186],"model":[67],"incorporates":[68],"temporal":[70,77],"attention":[71],"module":[72],"(TAM)":[73],"enhance":[75],"coherence":[78],"our":[80,88,110,138,232],"sequential":[81],"data":[82],"processing":[83],"capabilities.":[84],"The":[85],"predictions":[86],"improve":[90],"accuracy":[91,147],"metrics":[92],"prior":[97],"by":[99,137],"48%":[100],"mean":[103],"correlation":[104],"0.77.":[106],"We":[107,209],"additionally":[108],"compare":[109],"with":[112,144,201],"common":[113],"photoplethysmography":[115,206],"(rPPG)":[116],"networks":[117],"show":[119,131],"they":[121],"cannot":[123],"accurately":[124],"predict":[125],"\u201cout-of-the-box\u201d.":[128],"Furthermore,":[129],"predicted":[136],"allows":[140],"detecting":[141],"physical":[142],"balanced":[146],"90%":[149],"-an":[150],"improvement":[151],"61%":[153],"compared":[154],"rPPG":[157,169],"commonly":[159],"used":[160],"related":[162],"work,":[163],"demonstrating":[164],"limitations":[166],"alone.":[170],"Finally,":[171],"contribute":[173],"dataset":[175,187,213,238],"designed":[176,243],"explicitly":[177],"for":[178,244],"contains":[188],"synchronized":[189,200],"face":[190],"hand":[192],"20":[195],"participants":[196],"two":[198],"cameras":[199],"electrodermal":[202],"activity":[203],"(EDA)":[204],"(PPG)":[207],"measurements.":[208],"will":[210],"make":[211],"available":[214,239],"community":[217],"use":[219],"it":[220],"evaluate":[222],"methods":[224],"paper.":[227],"To":[228],"best":[230],"knowledge,":[233],"is":[235],"first":[237],"other":[241],"researchers":[242]},"counts_by_year":[],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}