{"id":"https://openalex.org/W3179667740","doi":"https://doi.org/10.1109/cvprw53098.2021.00312","title":"One-shot action recognition in challenging therapy scenarios","display_name":"One-shot action recognition in challenging therapy scenarios","publication_year":2021,"publication_date":"2021-06-01","ids":{"openalex":"https://openalex.org/W3179667740","doi":"https://doi.org/10.1109/cvprw53098.2021.00312","mag":"3179667740"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvprw53098.2021.00312","pdf_url":null,"source":{"id":"https://openalex.org/S4363607748","display_name":"2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)","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":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://arxiv.org/pdf/2102.08997","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078499486","display_name":"Alberto Sabater","orcid":"https://orcid.org/0000-0002-1156-8617"},"institutions":[{"id":"https://openalex.org/I255234318","display_name":"Universidad de Zaragoza","ror":"https://ror.org/012a91z28","country_code":"ES","type":"education","lineage":["https://openalex.org/I255234318"]},{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]}],"countries":["ES","PT"],"is_corresponding":false,"raw_author_name":"Alberto Sabater","raw_affiliation_strings":["DIIS-I3A, Universidad de Zaragoza","Universidade de Lisboa,ISR-Lisboa, Instituto Superior Técnico,Portugal"],"affiliations":[{"raw_affiliation_string":"DIIS-I3A, Universidad de Zaragoza","institution_ids":["https://openalex.org/I255234318"]},{"raw_affiliation_string":"Universidade de Lisboa,ISR-Lisboa, Instituto Superior Técnico,Portugal","institution_ids":["https://openalex.org/I141596103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091093356","display_name":"Laura Santos","orcid":"https://orcid.org/0000-0002-0949-5869"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]},{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT","PT"],"is_corresponding":false,"raw_author_name":"Laura Santos","raw_affiliation_strings":["Politecnico di Milano, Italy","Universidade de Lisboa,ISR-Lisboa, Instituto Superior Técnico,Portugal"],"affiliations":[{"raw_affiliation_string":"Universidade de Lisboa,ISR-Lisboa, Instituto Superior Técnico,Portugal","institution_ids":["https://openalex.org/I141596103"]},{"raw_affiliation_string":"Politecnico di Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037378255","display_name":"Jos\u00e9 Santos-Victor","orcid":"https://orcid.org/0000-0002-9036-1728"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jose Santos-Victor","raw_affiliation_strings":["Universidade de Lisboa,ISR-Lisboa, Instituto Superior Técnico,Portugal"],"affiliations":[{"raw_affiliation_string":"Universidade de Lisboa,ISR-Lisboa, Instituto Superior Técnico,Portugal","institution_ids":["https://openalex.org/I141596103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028959217","display_name":"Alexandre Bernardino","orcid":"https://orcid.org/0000-0003-3991-1269"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Alexandre Bernardino","raw_affiliation_strings":["Universidade de Lisboa,ISR-Lisboa, Instituto Superior Técnico,Portugal"],"affiliations":[{"raw_affiliation_string":"Universidade de Lisboa,ISR-Lisboa, Instituto Superior Técnico,Portugal","institution_ids":["https://openalex.org/I141596103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060302183","display_name":"Luis Montesano","orcid":"https://orcid.org/0000-0003-1183-349X"},"institutions":[{"id":"https://openalex.org/I255234318","display_name":"Universidad de Zaragoza","ror":"https://ror.org/012a91z28","country_code":"ES","type":"education","lineage":["https://openalex.org/I255234318"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Luis Montesano","raw_affiliation_strings":["Bitbrain Technologies, Spain","DIIS-I3A, Universidad de Zaragoza"],"affiliations":[{"raw_affiliation_string":"DIIS-I3A, Universidad de Zaragoza","institution_ids":["https://openalex.org/I255234318"]},{"raw_affiliation_string":"Bitbrain Technologies, Spain","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074342722","display_name":"Ana C. Murillo","orcid":"https://orcid.org/0000-0002-7580-9037"},"institutions":[{"id":"https://openalex.org/I255234318","display_name":"Universidad de Zaragoza","ror":"https://ror.org/012a91z28","country_code":"ES","type":"education","lineage":["https://openalex.org/I255234318"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ana C. Murillo","raw_affiliation_strings":["DIIS-I3A, Universidad de Zaragoza"],"affiliations":[{"raw_affiliation_string":"DIIS-I3A, Universidad de Zaragoza","institution_ids":["https://openalex.org/I255234318"]}]}],"institution_assertions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.785,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":29,"citation_normalized_percentile":{"value":0.99987,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"2771","last_page":"2779"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9993,"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":0.9993,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9934,"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":0.9282,"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/benchmark","display_name":"Benchmark (surveying)","score":0.61320215},{"id":"https://openalex.org/keywords/action-recognition","display_name":"Action Recognition","score":0.60915095}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7472701},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.6259333},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6145169},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.61320215},{"id":"https://openalex.org/C2987834672","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Action recognition","level":3,"score":0.60915095},{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.6039045},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5602949},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.5589233},{"id":"https://openalex.org/C39920418","wikidata":"https://www.wikidata.org/wiki/Q11476","display_name":"Kinematics","level":2,"score":0.43635204},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4250763},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3890416},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.09264833},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvprw53098.2021.00312","pdf_url":null,"source":{"id":"https://openalex.org/S4363607748","display_name":"2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)","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":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2102.08997","pdf_url":"http://arxiv.org/pdf/2102.08997","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"http://zaguan.unizar.es/record/118265","pdf_url":"https://zaguan.unizar.es/record/118265/files/texto_completo.pdf","source":{"id":"https://openalex.org/S4306401812","display_name":"Zaguan (University of Zaragoza Repository)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I255234318","host_organization_name":"Universidad de Zaragoza","host_organization_lineage":["https://openalex.org/I255234318"],"host_organization_lineage_names":["Universidad de Zaragoza"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2102.08997","pdf_url":"http://arxiv.org/pdf/2102.08997","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},"sustainable_development_goals":[],"grants":[{"funder":"https://openalex.org/F4320324111","funder_display_name":"Universidad de Zaragoza","award_id":null},{"funder":"https://openalex.org/F4320329372","funder_display_name":"Fundaci\u00f3n Bancaria Ibercaja","award_id":null},{"funder":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n","award_id":null},{"funder":"https://openalex.org/F4320338298","funder_display_name":"Office of Naval Research Global","award_id":null}],"datasets":[],"versions":[],"referenced_works_count":28,"referenced_works":["https://openalex.org/W1494054390","https://openalex.org/W181482901","https://openalex.org/W1947481528","https://openalex.org/W2056898157","https://openalex.org/W2142203883","https://openalex.org/W2153579005","https://openalex.org/W2519091744","https://openalex.org/W2605035112","https://openalex.org/W2612707971","https://openalex.org/W2613570903","https://openalex.org/W2716916105","https://openalex.org/W2736334449","https://openalex.org/W2792764867","https://openalex.org/W2908138876","https://openalex.org/W2944006115","https://openalex.org/W2949382160","https://openalex.org/W2963282966","https://openalex.org/W2963341924","https://openalex.org/W2976495252","https://openalex.org/W2990889669","https://openalex.org/W2999237480","https://openalex.org/W3034548564","https://openalex.org/W3035050855","https://openalex.org/W3035225512","https://openalex.org/W3119567997","https://openalex.org/W4294170691","https://openalex.org/W4301810716","https://openalex.org/W7859433"],"related_works":["https://openalex.org/W4321353415","https://openalex.org/W4214877189","https://openalex.org/W2980279061","https://openalex.org/W2773965352","https://openalex.org/W2745001401","https://openalex.org/W2381179799","https://openalex.org/W2378211422","https://openalex.org/W2366718574","https://openalex.org/W2334685461","https://openalex.org/W2074502265"],"abstract_inverted_index":{"One-shot":[0,43],"action":[1,7,29,44,67,84,89],"recognition":[2,30,45,68,85,90],"aims":[3],"to":[4,16,39,112],"recognize":[5],"new":[6],"categories":[8],"from":[9,115],"a":[10,24,59,98],"single":[11],"reference":[12],"example,":[13],"typically":[14],"referred":[15],"as":[17],"the":[18,32,66,71,80,116,132,138],"anchor":[19,51],"example.":[20],"This":[21],"work":[22],"presents":[23],"novel":[25],"approach":[26,76],"for":[27,131],"one-shot":[28,83],"in":[31,70],"wild":[33],"that":[34,64],"computes":[35],"motion":[36,54],"representations":[37],"robust":[38],"variable":[40],"kinematic":[41],"conditions.":[42],"is":[46,77],"then":[47],"performed":[48],"by":[49],"evaluating":[50],"and":[52,135],"target":[53],"representations.":[55],"We":[56],"also":[57,126],"develop":[58],"set":[60],"of":[61,101],"complementary":[62],"steps":[63],"boost":[65],"performance":[69],"most":[72],"challenging":[73,110],"scenarios.":[74],"Our":[75,119],"evaluated":[78],"on":[79,97],"public":[81],"NTU-120":[82],"benchmark,":[86],"outperforming":[87],"previous":[88],"models.":[91],"Besides,":[92],"we":[93],"evaluate":[94],"our":[95],"framework":[96],"real":[99],"use-case":[100],"therapy":[102],"with":[103],"autistic":[104],"people.":[105],"These":[106],"recordings":[107],"are":[108],"particularly":[109],"due":[111],"high-level":[113],"artifacts":[114],"patient":[117,133],"motion.":[118],"results":[120],"provide":[121],"not":[122],"only":[123],"quantitative":[124],"but":[125],"online":[127],"qualitative":[128],"measures,":[129],"essential":[130],"evaluation":[134],"monitoring":[136],"during":[137],"actual":[139],"therapy.":[140]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3179667740","counts_by_year":[{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2}],"updated_date":"2025-01-07T07:10:00.603120","created_date":"2021-07-19"}