{"id":"https://openalex.org/W4401930581","doi":"https://doi.org/10.1007/s11042-024-20107-z","title":"Holo4Care: a MR framework for assisting in activities of daily living by context-aware action recognition","display_name":"Holo4Care: a MR framework for assisting in activities of daily living by context-aware action recognition","publication_year":2024,"publication_date":"2024-08-26","ids":{"openalex":"https://openalex.org/W4401930581","doi":"https://doi.org/10.1007/s11042-024-20107-z"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-024-20107-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11042-024-20107-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11042-024-20107-z.pdf","source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11042-024-20107-z.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069445569","display_name":"Manuel Benavent-Lled\u00f3","orcid":"https://orcid.org/0000-0001-8809-8476"},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Manuel Benavent-Lledo","raw_affiliation_strings":["Department of Computer Technology, University of Alicante, Alicante, Spain"],"raw_orcid":"https://orcid.org/0000-0001-8809-8476","affiliations":[{"raw_affiliation_string":"Department of Computer Technology, University of Alicante, Alicante, Spain","institution_ids":["https://openalex.org/I130194489"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033302099","display_name":"David Mulero-P\u00e9rez","orcid":"https://orcid.org/0000-0002-1712-7265"},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"David Mulero-P\u00e9rez","raw_affiliation_strings":["Department of Computer Technology, University of Alicante, Alicante, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Technology, University of Alicante, Alicante, Spain","institution_ids":["https://openalex.org/I130194489"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079599826","display_name":"Jos\u00e9 Garc\u00eda\u2010Rodr\u00edguez","orcid":"https://orcid.org/0000-0002-7798-3055"},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jose Garcia-Rodriguez","raw_affiliation_strings":["Department of Computer Technology, University of Alicante, Alicante, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Technology, University of Alicante, Alicante, Spain","institution_ids":["https://openalex.org/I130194489"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021971405","display_name":"Ester Mart\u00ednez-Mart\u00edn","orcid":"https://orcid.org/0000-0003-4495-6912"},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ester Martinez-Martin","raw_affiliation_strings":["Department of Computer Science and Artificial Intelligence, University of Alicante, Alicante, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, University of Alicante, Alicante, Spain","institution_ids":["https://openalex.org/I130194489"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058546419","display_name":"Mar\u00eda Flores Vizcaya-Moreno","orcid":"https://orcid.org/0000-0002-8826-9877"},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Flores Vizcaya-Moreno","raw_affiliation_strings":["Department of Nursery, University of Alicante, Alicante, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Nursery, University of Alicante, Alicante, Spain","institution_ids":["https://openalex.org/I130194489"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5069445569"],"corresponding_institution_ids":["https://openalex.org/I130194489"],"apc_list":null,"apc_paid":null,"fwci":0.2244,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.49909161,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"84","issue":"22","first_page":"24983","last_page":"25007"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8873792290687561},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.6941864490509033},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6146702766418457},{"id":"https://openalex.org/keywords/activities-of-daily-living","display_name":"Activities of daily living","score":0.5877034664154053},{"id":"https://openalex.org/keywords/action-recognition","display_name":"Action recognition","score":0.5476705431938171},{"id":"https://openalex.org/keywords/activity-recognition","display_name":"Activity recognition","score":0.44034117460250854},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.41689935326576233},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41104137897491455},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.08591440320014954},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.05451560020446777},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.043460190296173096}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8873792290687561},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.6941864490509033},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6146702766418457},{"id":"https://openalex.org/C79544238","wikidata":"https://www.wikidata.org/wiki/Q423243","display_name":"Activities of daily living","level":2,"score":0.5877034664154053},{"id":"https://openalex.org/C2987834672","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Action recognition","level":3,"score":0.5476705431938171},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.44034117460250854},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.41689935326576233},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41104137897491455},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08591440320014954},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.05451560020446777},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.043460190296173096},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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:10.1007/s11042-024-20107-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11042-024-20107-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11042-024-20107-z.pdf","source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},{"id":"pmh:oai:rua.ua.es:10045/146244","is_oa":true,"landing_page_url":"http://hdl.handle.net/10045/146244","pdf_url":"http://rua.ua.es/dspace/bitstream/10045/146244/1/Benavent-Lledo_etal_2024_MultimedToolsAppl.pdf","source":{"id":"https://openalex.org/S4306400416","display_name":"Repositorio Institucional de la Universidad de Alicante (Universidad de Alicante)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I130194489","host_organization_name":"University of Alicante","host_organization_lineage":["https://openalex.org/I130194489"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s11042-024-20107-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11042-024-20107-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11042-024-20107-z.pdf","source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1502505286","display_name":null,"funder_award_id":"FPU21/00414","funder_id":"https://openalex.org/F7296444849","funder_display_name":"Ministerio de Universidades"},{"id":"https://openalex.org/G3941509139","display_name":null,"funder_award_id":"101086387","funder_id":"https://openalex.org/F4320338452","funder_display_name":"HORIZON EUROPE Reforming and enhancing the European Research and Innovation system"},{"id":"https://openalex.org/G4554485125","display_name":null,"funder_award_id":"CIACIF/2021/430","funder_id":"https://openalex.org/F4320336489","funder_display_name":"Conselleria de Innovaci\u00f3n, Universidades, Ciencia y Sociedad Digital, Generalitat Valenciana"},{"id":"https://openalex.org/G5921692295","display_name":null,"funder_award_id":"CIAICO/2022/132","funder_id":"https://openalex.org/F4320338452","funder_display_name":"HORIZON EUROPE Reforming and enhancing the European Research and Innovation system"},{"id":"https://openalex.org/G7186414377","display_name":null,"funder_award_id":"MCIN/AEI/10.13039/501100011033","funder_id":"https://openalex.org/F4320322930","funder_display_name":"Ministerio de Ciencia e Innovaci\u00f3n"}],"funders":[{"id":"https://openalex.org/F4320320769","display_name":"Indian Council of Agricultural Research","ror":"https://ror.org/04fw54a43"},{"id":"https://openalex.org/F4320322930","display_name":"Ministerio de Ciencia e Innovaci\u00f3n","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320336489","display_name":"Conselleria de Innovaci\u00f3n, Universidades, Ciencia y Sociedad Digital, Generalitat Valenciana","ror":null},{"id":"https://openalex.org/F4320338452","display_name":"HORIZON EUROPE Reforming and enhancing the European Research and Innovation system","ror":null},{"id":"https://openalex.org/F7296444849","display_name":"Ministerio de Universidades","ror":"https://ror.org/03zcny908"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401930581.pdf","grobid_xml":"https://content.openalex.org/works/W4401930581.grobid-xml"},"referenced_works_count":64,"referenced_works":["https://openalex.org/W54045657","https://openalex.org/W639708223","https://openalex.org/W1551928752","https://openalex.org/W2037227137","https://openalex.org/W2102605133","https://openalex.org/W2152161678","https://openalex.org/W2165605600","https://openalex.org/W2535558625","https://openalex.org/W2570343428","https://openalex.org/W2581525718","https://openalex.org/W2618799552","https://openalex.org/W2618963662","https://openalex.org/W2732026016","https://openalex.org/W2806760695","https://openalex.org/W2947795349","https://openalex.org/W2948073675","https://openalex.org/W2955529290","https://openalex.org/W2962860144","https://openalex.org/W2963037989","https://openalex.org/W2963351448","https://openalex.org/W2963943458","https://openalex.org/W2964242760","https://openalex.org/W2969079370","https://openalex.org/W2971680695","https://openalex.org/W3015822282","https://openalex.org/W3024903125","https://openalex.org/W3096609285","https://openalex.org/W3114702115","https://openalex.org/W3138343641","https://openalex.org/W3165174668","https://openalex.org/W3174441275","https://openalex.org/W3175844808","https://openalex.org/W3176155253","https://openalex.org/W3177419066","https://openalex.org/W3180134609","https://openalex.org/W3209423222","https://openalex.org/W3210444712","https://openalex.org/W3215929768","https://openalex.org/W4206194452","https://openalex.org/W4214555767","https://openalex.org/W4223587140","https://openalex.org/W4223905706","https://openalex.org/W4224240727","https://openalex.org/W4280500760","https://openalex.org/W4293377385","https://openalex.org/W4293584584","https://openalex.org/W4304208839","https://openalex.org/W4304633197","https://openalex.org/W4313027397","https://openalex.org/W4318949453","https://openalex.org/W4323022321","https://openalex.org/W4353061895","https://openalex.org/W4361209665","https://openalex.org/W4366549295","https://openalex.org/W4385383529","https://openalex.org/W4386071476","https://openalex.org/W4386075869","https://openalex.org/W4386281014","https://openalex.org/W4386352770","https://openalex.org/W4387937687","https://openalex.org/W4389302594","https://openalex.org/W4389922611","https://openalex.org/W4390872374","https://openalex.org/W6802913412"],"related_works":["https://openalex.org/W2071210425","https://openalex.org/W3195649134","https://openalex.org/W4200627986","https://openalex.org/W2989668789","https://openalex.org/W1975325338","https://openalex.org/W4312127264","https://openalex.org/W1576128429","https://openalex.org/W2269464716","https://openalex.org/W3181401746","https://openalex.org/W2982423860"],"abstract_inverted_index":{"Abstract":[0],"The":[1,93,126],"evolution":[2],"of":[3,36,67,90,147,164,188,196,215],"virtual":[4],"and":[5,70,100,138,154,198,218],"augmented":[6],"reality":[7,29],"devices":[8],"in":[9,34,49,134,213],"recent":[10],"years":[11],"has":[12],"encouraged":[13],"researchers":[14],"to":[15,169,210],"develop":[16],"new":[17,114],"systems":[18,174],"for":[19,32,98,119],"different":[20],"fields.":[21],"This":[22],"paper":[23],"introduces":[24],"Holo4Care,":[25],"a":[26,54,60,64,79,87,186],"context-aware":[27],"mixed":[28],"framework":[30,58],"designed":[31],"assisting":[33],"activities":[35,214],"daily":[37,216],"living":[38,217],"(ADL)":[39],"using":[40],"the":[41,135,141,145,148,162,165,170,193],"HoloLens":[42,149],"2.":[43],"By":[44],"leveraging":[45],"egocentric":[46],"cameras":[47],"embedded":[48],"these":[50,108],"devices,":[51],"which":[52],"offer":[53],"close-to-wearer":[55],"perspective,":[56],"our":[57,75,158],"establishes":[59],"congruent":[61],"relationship,":[62],"facilitating":[63],"deeper":[65],"understanding":[66],"user":[68,179],"actions":[69,190],"enabling":[71,103],"effective":[72],"assistance.":[73],"In":[74],"approach,":[76],"we":[77],"extend":[78],"previously":[80],"established":[81],"action":[82,104,123,166],"estimation":[83,105],"architecture":[84,95,168],"after":[85],"conducting":[86],"thorough":[88],"review":[89],"state-of-the-art":[91],"methods.":[92],"proposed":[94],"utilizes":[96],"YOLO":[97],"hand":[99,199],"object":[101,120],"detection,":[102,121],"based":[106,191],"on":[107,116,140,178,192],"identified":[109],"elements.":[110],"We":[111],"have":[112],"trained":[113],"models":[115],"well-known":[117],"datasets":[118],"incorporating":[122],"recognition":[124,167],"annotations.":[125],"achieved":[127],"mean":[128],"Average":[129],"Precision":[130],"(mAP)":[131],"is":[132],"33.2%":[133],"EpicKitchens":[136],"dataset":[137],"26.4%":[139],"ADL":[142],"dataset.":[143],"Leveraging":[144],"capabilities":[146],"2,":[150],"including":[151],"spatial":[152],"mapping":[153],"3D":[155],"hologram":[156],"display,":[157],"system":[159],"seamlessly":[160],"presents":[161],"output":[163],"user.":[171],"Unlike":[172],"previous":[173],"that":[175,201],"focus":[176],"primarily":[177],"evaluation,":[180],"Holo4Care":[181],"emphasizes":[182],"assistance":[183],"by":[184],"providing":[185],"set":[187],"global":[189],"user\u2019s":[194],"field":[195],"view":[197],"positions":[200],"reflect":[202],"their":[203],"intentions.":[204],"Experimental":[205],"results":[206],"demonstrate":[207],"Holo4Care\u2019s":[208],"ability":[209],"assist":[211],"users":[212],"other":[219],"domains.":[220]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
