{"id":"https://openalex.org/W2549553321","doi":"https://doi.org/10.1109/avss.2016.7738021","title":"A hybrid framework for online recognition of activities of daily living in real-world settings","display_name":"A hybrid framework for online recognition of activities of daily living in real-world settings","publication_year":2016,"publication_date":"2016-08-01","ids":{"openalex":"https://openalex.org/W2549553321","doi":"https://doi.org/10.1109/avss.2016.7738021","mag":"2549553321"},"language":"en","primary_location":{"id":"doi:10.1109/avss.2016.7738021","is_oa":false,"landing_page_url":"https://doi.org/10.1109/avss.2016.7738021","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)","raw_type":"proceedings-article"},"type":"preprint","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/A5061882279","display_name":"Farhood Negin","orcid":"https://orcid.org/0000-0003-1474-2606"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Farhood Negin","raw_affiliation_strings":["INRIA Sophia Antipolis, Sophia Antipolis Cedex, France","Spatio-Temporal Activity Recognition Systems"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INRIA Sophia Antipolis, Sophia Antipolis Cedex, France","institution_ids":["https://openalex.org/I1326498283"]},{"raw_affiliation_string":"Spatio-Temporal Activity Recognition Systems","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111986218","display_name":"Michal Koperski","orcid":null},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Michal Koperski","raw_affiliation_strings":["INRIA Sophia Antipolis, Sophia Antipolis Cedex, France","Spatio-Temporal Activity Recognition Systems"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INRIA Sophia Antipolis, Sophia Antipolis Cedex, France","institution_ids":["https://openalex.org/I1326498283"]},{"raw_affiliation_string":"Spatio-Temporal Activity Recognition Systems","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091621721","display_name":"Carlos Fernando Crispim","orcid":null},"institutions":[{"id":"https://openalex.org/I4210106545","display_name":"Centre Inria d'Universit\u00e9 C\u00f4te d'Azur","ror":"https://ror.org/01nzkaw91","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I201841394","https://openalex.org/I4210106545"]},{"id":"https://openalex.org/I4210144177","display_name":"Cognition Behaviour Technology","ror":"https://ror.org/04d9wv909","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I201841394","https://openalex.org/I4210144177"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Carlos F. Crispim","raw_affiliation_strings":["Inria Centre de Recherche Sophia Antipolis Mediterranee, Sophia Antipolis, Provence-Alpes-C\u00c3\u00b4te d'Azu, FR","Spatio-Temporal Activity Recognition Systems","Cognition Behaviour Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inria Centre de Recherche Sophia Antipolis Mediterranee, Sophia Antipolis, Provence-Alpes-C\u00c3\u00b4te d'Azu, FR","institution_ids":["https://openalex.org/I4210106545"]},{"raw_affiliation_string":"Spatio-Temporal Activity Recognition Systems","institution_ids":[]},{"raw_affiliation_string":"Cognition Behaviour Technology","institution_ids":["https://openalex.org/I4210144177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037298642","display_name":"Fran\u00e7ois Br\u00e9mond","orcid":"https://orcid.org/0000-0003-2988-2142"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I4210144177","display_name":"Cognition Behaviour Technology","ror":"https://ror.org/04d9wv909","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I201841394","https://openalex.org/I4210144177"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Francois Bremond","raw_affiliation_strings":["INRIA Sophia Antipolis, Sophia Antipolis Cedex, France","Spatio-Temporal Activity Recognition Systems","Cognition Behaviour Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INRIA Sophia Antipolis, Sophia Antipolis Cedex, France","institution_ids":["https://openalex.org/I1326498283"]},{"raw_affiliation_string":"Spatio-Temporal Activity Recognition Systems","institution_ids":[]},{"raw_affiliation_string":"Cognition Behaviour Technology","institution_ids":["https://openalex.org/I4210144177"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022892862","display_name":"Serhan Co\u015far","orcid":"https://orcid.org/0000-0003-4358-1063"},"institutions":[{"id":"https://openalex.org/I51532219","display_name":"University of Lincoln","ror":"https://ror.org/03yeq9x20","country_code":"GB","type":"education","lineage":["https://openalex.org/I51532219"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sehan Cosar","raw_affiliation_strings":["University of Lincoln, Lincoln, Lincolnshire, GB","University of Lincoln"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Lincoln, Lincoln, Lincolnshire, GB","institution_ids":["https://openalex.org/I51532219"]},{"raw_affiliation_string":"University of Lincoln","institution_ids":["https://openalex.org/I51532219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076090347","display_name":"Konstantinos Avgerinakis","orcid":"https://orcid.org/0000-0002-4873-5255"},"institutions":[{"id":"https://openalex.org/I4210134249","display_name":"Centre for Research and Technology Hellas","ror":"https://ror.org/03bndpq63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210134249"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Konstantinos Avgerinakis","raw_affiliation_strings":["Centre for Research & Technology Hellas, Greece","Centre for Research and Technology Hellas"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Research & Technology Hellas, Greece","institution_ids":["https://openalex.org/I4210134249"]},{"raw_affiliation_string":"Centre for Research and Technology Hellas","institution_ids":["https://openalex.org/I4210134249"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0141,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.83789165,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"37","last_page":"43"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9972000122070312,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/activity-recognition","display_name":"Activity recognition","score":0.7732758522033691},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7690932750701904},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.6326293349266052},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6050732135772705},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.5809116959571838},{"id":"https://openalex.org/keywords/activities-of-daily-living","display_name":"Activities of daily living","score":0.5455273389816284},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5109567046165466},{"id":"https://openalex.org/keywords/clipping","display_name":"Clipping (morphology)","score":0.5054712295532227}],"concepts":[{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.7732758522033691},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7690932750701904},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.6326293349266052},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6050732135772705},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.5809116959571838},{"id":"https://openalex.org/C79544238","wikidata":"https://www.wikidata.org/wiki/Q423243","display_name":"Activities of daily living","level":2,"score":0.5455273389816284},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5109567046165466},{"id":"https://openalex.org/C2776848632","wikidata":"https://www.wikidata.org/wiki/Q853463","display_name":"Clipping (morphology)","level":2,"score":0.5054712295532227},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/avss.2016.7738021","is_oa":false,"landing_page_url":"https://doi.org/10.1109/avss.2016.7738021","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-01384710v1","is_oa":false,"landing_page_url":"https://inria.hal.science/hal-01384710","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"AVSS 2016 - 13th IEEE International Conference on Advanced Video and Signal Based Surveillance, Aug 2016, Colorado springs, United States. &#x27E8;10.1109/AVSS.2016.7738021&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320313934","display_name":"Institut national de recherche en informatique et en automatique (INRIA)","ror":"https://ror.org/02kvxyf05"},{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1967320926","https://openalex.org/W1976629543","https://openalex.org/W2018068650","https://openalex.org/W2022547953","https://openalex.org/W2028456138","https://openalex.org/W2064172380","https://openalex.org/W2067269182","https://openalex.org/W2092272787","https://openalex.org/W2099867504","https://openalex.org/W2113321810","https://openalex.org/W2113856781","https://openalex.org/W2122075562","https://openalex.org/W2126574503","https://openalex.org/W2129666410","https://openalex.org/W2131042978","https://openalex.org/W2142194269","https://openalex.org/W2143313631","https://openalex.org/W2152321591","https://openalex.org/W2159080219","https://openalex.org/W2161969291","https://openalex.org/W2162451865","https://openalex.org/W2535977253","https://openalex.org/W2583999327","https://openalex.org/W2798149936","https://openalex.org/W6657174008","https://openalex.org/W6667099926","https://openalex.org/W6682548164","https://openalex.org/W6684055367"],"related_works":["https://openalex.org/W2071210425","https://openalex.org/W2035130982","https://openalex.org/W3195649134","https://openalex.org/W4200627986","https://openalex.org/W2103158077","https://openalex.org/W2208191412","https://openalex.org/W2281498195","https://openalex.org/W2413724037","https://openalex.org/W2989668789","https://openalex.org/W4312127264"],"abstract_inverted_index":{"Many":[0],"supervised":[1],"approaches":[2,25,50],"report":[3],"state-of-the-art":[4],"results":[5,133],"for":[6,88],"recognizing":[7],"short-term":[8],"actions":[9],"in":[10,32],"manually":[11],"clipped":[12],"videos":[13,108],"by":[14,109],"utilizing":[15],"fine":[16],"body":[17],"motion":[18,78],"information.":[19,79],"The":[20,36,116],"main":[21,61],"downside":[22],"of":[23,97,106,118,127],"these":[24],"is":[26,38,63],"that":[27],"they":[28,74],"are":[29,134],"not":[30],"applicable":[31],"real":[33],"world":[34],"settings.":[35],"challenge":[37],"different":[39],"when":[40],"it":[41],"comes":[42],"to":[43,54,66,100,137],"unstructured":[44],"scenes":[45],"and":[46,112],"long-term":[47,57,89,107],"videos.":[48],"Unsupervised":[49],"have":[51],"been":[52,122],"used":[53],"model":[55],"the":[56,60],"activities":[58,72,98],"but":[59],"pitfall":[62],"their":[64],"limitation":[65],"handle":[67],"subtle":[68],"differences":[69],"between":[70],"similar":[71],"since":[73],"mostly":[75],"use":[76],"global":[77],"In":[80],"this":[81],"paper,":[82],"we":[83],"present":[84],"a":[85],"hybrid":[86],"approach":[87,120],"human":[90],"activity":[91],"recognition":[92,96],"with":[93],"more":[94],"precise":[95],"compared":[99,136],"unsupervised":[101],"approaches.":[102,139],"It":[103],"enables":[104],"processing":[105],"automatically":[110],"clipping":[111],"performing":[113],"online":[114],"recognition.":[115],"performance":[117],"our":[119],"has":[121],"tested":[123],"on":[124],"two":[125],"Activities":[126],"Daily":[128],"Living":[129],"(ADL)":[130],"datasets.":[131],"Experimental":[132],"promising":[135],"existing":[138]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
