{"id":"https://openalex.org/W2790376713","doi":"https://doi.org/10.1109/ipta.2017.8310151","title":"Detecting exercise-induced fatigue using thermal imaging and deep learning","display_name":"Detecting exercise-induced fatigue using thermal imaging and deep learning","publication_year":2017,"publication_date":"2017-11-01","ids":{"openalex":"https://openalex.org/W2790376713","doi":"https://doi.org/10.1109/ipta.2017.8310151","mag":"2790376713"},"language":"en","primary_location":{"id":"doi:10.1109/ipta.2017.8310151","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipta.2017.8310151","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 Seventh International Conference on Image Processing Theory, Tools and Applications (IPTA)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://oa.upm.es/50853/","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005498985","display_name":"Miguel Bordallo L\u00f3pez","orcid":"https://orcid.org/0000-0002-5707-9085"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Miguel Bordallo Lopez","raw_affiliation_strings":["Center for Machine Vision and Signal Analysis, University of Oulu, Finland"],"affiliations":[{"raw_affiliation_string":"Center for Machine Vision and Signal Analysis, University of Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020009759","display_name":"Carlos R. del\u2010Blanco","orcid":"https://orcid.org/0000-0003-0618-3488"},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Carlos R. del-Blanco","raw_affiliation_strings":["Grupo de Tratamiento de Imagenes, Universidad Politecnica de Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Grupo de Tratamiento de Imagenes, Universidad Politecnica de Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060713777","display_name":"Narciso Garc\u0131\u0301a","orcid":"https://orcid.org/0000-0002-0397-894X"},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Narciso Garcia","raw_affiliation_strings":["Grupo de Tratamiento de Imagenes, Universidad Politecnica de Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Grupo de Tratamiento de Imagenes, Universidad Politecnica de Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5005498985"],"corresponding_institution_ids":["https://openalex.org/I98381234"],"apc_list":null,"apc_paid":null,"fwci":1.458,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.82518536,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12994","display_name":"Infrared Thermography in Medicine","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T12994","display_name":"Infrared Thermography in Medicine","score":0.9998000264167786,"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/T11109","display_name":"Thermoregulation and physiological responses","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9901000261306763,"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/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7333071231842041},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6963744759559631},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6364353895187378},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6205933094024658},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5439049005508423},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.4665251672267914},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4111420512199402},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3220369219779968},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.15622803568840027},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.07865279912948608}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7333071231842041},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6963744759559631},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6364353895187378},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6205933094024658},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5439049005508423},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.4665251672267914},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4111420512199402},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3220369219779968},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.15622803568840027},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.07865279912948608},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ipta.2017.8310151","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipta.2017.8310151","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 Seventh International Conference on Image Processing Theory, Tools and Applications (IPTA)","raw_type":"proceedings-article"},{"id":"pmh:oai:oa.upm.es:50853","is_oa":true,"landing_page_url":"https://oa.upm.es/50853/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196323","display_name":"UPM Digital Archive (Technical University of Madrid)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I88060688","host_organization_name":"Universidad Polit\u00e9cnica de Madrid","host_organization_lineage":["https://openalex.org/I88060688"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of Seventh International Conference on Image Processing Theory, Tools and Applications (IPTA), 2017 | Seventh International Conference on Image Processing Theory, Tools and Applications (IPTA), 2017 | 28/11/2017 - 01/12/2017 | Montreal, Canad\u00e1","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:oa.upm.es:50853","is_oa":true,"landing_page_url":"https://oa.upm.es/50853/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196323","display_name":"UPM Digital Archive (Technical University of Madrid)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I88060688","host_organization_name":"Universidad Polit\u00e9cnica de Madrid","host_organization_lineage":["https://openalex.org/I88060688"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of Seventh International Conference on Image Processing Theory, Tools and Applications (IPTA), 2017 | Seventh International Conference on Image Processing Theory, Tools and Applications (IPTA), 2017 | 28/11/2017 - 01/12/2017 | Montreal, Canad\u00e1","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1481050869","https://openalex.org/W1686810756","https://openalex.org/W1966463278","https://openalex.org/W1972868773","https://openalex.org/W1976492031","https://openalex.org/W1980315406","https://openalex.org/W2013990684","https://openalex.org/W2030909430","https://openalex.org/W2061128143","https://openalex.org/W2097904806","https://openalex.org/W2102605133","https://openalex.org/W2104905662","https://openalex.org/W2117539524","https://openalex.org/W2138494896","https://openalex.org/W2163605009","https://openalex.org/W2166250542","https://openalex.org/W2169013317","https://openalex.org/W2577774919","https://openalex.org/W2761974878","https://openalex.org/W2962835968","https://openalex.org/W6637373629","https://openalex.org/W6680701781","https://openalex.org/W6684191040"],"related_works":["https://openalex.org/W4293226380","https://openalex.org/W4375867731","https://openalex.org/W2611989081","https://openalex.org/W4313906399","https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W3167935049","https://openalex.org/W3029198973"],"abstract_inverted_index":{"Fatigue":[0],"has":[1],"adverse":[2],"effects":[3],"in":[4,19,23,44,50],"both":[5],"physical":[6],"and":[7,28,35,49,55,72],"cognitive":[8],"abilities.":[9],"Hence,":[10],"automatically":[11],"detecting":[12],"exercise-induced":[13,67],"fatigue":[14,68],"is":[15,90],"of":[16,26,53,66,87],"importance,":[17],"especially":[18],"order":[20],"to":[21,41],"assist":[22],"the":[24,45,63],"planning":[25],"effort":[27],"resting":[29],"during":[30],"exercise":[31],"sessions.":[32],"Thermal":[33],"imaging":[34],"facial":[36,73],"analysis":[37],"provide":[38],"a":[39],"mean":[40],"detect":[42],"changes":[43],"human":[46],"body":[47],"unobtrusively":[48],"variant":[51],"conditions":[52],"pose":[54],"illumination.":[56],"In":[57],"this":[58,60],"context,":[59],"paper":[61],"proposes":[62],"automatic":[64],"detection":[65],"using":[69,77],"thermal":[70,102],"cameras":[71],"images,":[74],"analyzing":[75],"them":[76],"deep":[78],"convolutional":[79],"neural":[80],"networks.":[81],"Our":[82],"results":[83],"indicate":[84],"that":[85,95],"classification":[86],"fatigued":[88],"individuals":[89],"possible,":[91],"obtaining":[92],"an":[93],"accuracy":[94],"reaches":[96],"over":[97],"80%":[98],"when":[99],"utilizing":[100],"single":[101],"images.":[103]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
