{"id":"https://openalex.org/W2581461673","doi":"https://doi.org/10.1109/ceec.2016.7835894","title":"Human Activity Recognition from automatically labeled data in RGB-D videos","display_name":"Human Activity Recognition from automatically labeled data in RGB-D videos","publication_year":2016,"publication_date":"2016-09-01","ids":{"openalex":"https://openalex.org/W2581461673","doi":"https://doi.org/10.1109/ceec.2016.7835894","mag":"2581461673"},"language":"en","primary_location":{"id":"doi:10.1109/ceec.2016.7835894","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ceec.2016.7835894","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 8th Computer Science and Electronic Engineering (CEEC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10071/22878","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015750693","display_name":"David Jardim","orcid":null},"institutions":[{"id":"https://openalex.org/I110026055","display_name":"Iscte \u2013 Instituto Universit\u00e1rio de Lisboa","ror":"https://ror.org/014837179","country_code":"PT","type":"education","lineage":["https://openalex.org/I110026055"]},{"id":"https://openalex.org/I4210092974","display_name":"Microsoft (Portugal)","ror":"https://ror.org/00eqfbw40","country_code":"PT","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210092974"]},{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"David Jardim","raw_affiliation_strings":["ISTAR-IUL, Lisbon, Portugal","Instituto Universit\u00e1rio de Lisboa (ISCTE-IUL), Lisbon, Portugal","Instituto de Telecomunica\u00e7\u00f5es, Lisbon, Portugal","Microsoft Language Development Center, Lisbon, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ISTAR-IUL, Lisbon, Portugal","institution_ids":[]},{"raw_affiliation_string":"Instituto Universit\u00e1rio de Lisboa (ISCTE-IUL), Lisbon, Portugal","institution_ids":["https://openalex.org/I110026055"]},{"raw_affiliation_string":"Instituto de Telecomunica\u00e7\u00f5es, Lisbon, Portugal","institution_ids":["https://openalex.org/I4210120471"]},{"raw_affiliation_string":"Microsoft Language Development Center, Lisbon, Portugal","institution_ids":["https://openalex.org/I4210092974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039806091","display_name":"Lu\u00eds Nunes","orcid":"https://orcid.org/0000-0001-7072-0925"},"institutions":[{"id":"https://openalex.org/I110026055","display_name":"Iscte \u2013 Instituto Universit\u00e1rio de Lisboa","ror":"https://ror.org/014837179","country_code":"PT","type":"education","lineage":["https://openalex.org/I110026055"]},{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Luis Nunes","raw_affiliation_strings":["ISTAR-IUL, Lisbon, Portugal","Instituto Universit\u00e1rio de Lisboa (ISCTE-IUL), Lisbon, Portugal","Instituto de Telecomunica\u00e7\u00f5es, Lisbon, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ISTAR-IUL, Lisbon, Portugal","institution_ids":[]},{"raw_affiliation_string":"Instituto Universit\u00e1rio de Lisboa (ISCTE-IUL), Lisbon, Portugal","institution_ids":["https://openalex.org/I110026055"]},{"raw_affiliation_string":"Instituto de Telecomunica\u00e7\u00f5es, Lisbon, Portugal","institution_ids":["https://openalex.org/I4210120471"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085575640","display_name":"Miguel Sales Dias","orcid":"https://orcid.org/0000-0002-1445-2695"},"institutions":[{"id":"https://openalex.org/I110026055","display_name":"Iscte \u2013 Instituto Universit\u00e1rio de Lisboa","ror":"https://ror.org/014837179","country_code":"PT","type":"education","lineage":["https://openalex.org/I110026055"]},{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Miguel Dias","raw_affiliation_strings":["ISTAR-IUL, Lisbon, Portugal","Instituto Universit\u00e1rio de Lisboa (ISCTE-IUL), Lisbon, Portugal","Instituto de Telecomunica\u00e7\u00f5es, Lisbon, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ISTAR-IUL, Lisbon, Portugal","institution_ids":[]},{"raw_affiliation_string":"Instituto Universit\u00e1rio de Lisboa (ISCTE-IUL), Lisbon, Portugal","institution_ids":["https://openalex.org/I110026055"]},{"raw_affiliation_string":"Instituto de Telecomunica\u00e7\u00f5es, Lisbon, Portugal","institution_ids":["https://openalex.org/I4210120471"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5071,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.74821044,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"25","issue":null,"first_page":"89","last_page":"94"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":1.0,"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":1.0,"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":0.9984999895095825,"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"}},{"id":"https://openalex.org/T12740","display_name":"Gait Recognition and Analysis","score":0.9980999827384949,"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/computer-science","display_name":"Computer science","score":0.721801221370697},{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.6261219382286072},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6157419681549072},{"id":"https://openalex.org/keywords/activity-recognition","display_name":"Activity recognition","score":0.5764814615249634},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5066841244697571},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.44701212644577026}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.721801221370697},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.6261219382286072},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6157419681549072},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.5764814615249634},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5066841244697571},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.44701212644577026}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ceec.2016.7835894","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ceec.2016.7835894","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 8th Computer Science and Electronic Engineering (CEEC)","raw_type":"proceedings-article"},{"id":"pmh:oai:repositorio.iscte-iul.pt:10071/22878","is_oa":true,"landing_page_url":"http://hdl.handle.net/10071/22878","pdf_url":"http://hdl.handle.net/10071/22878","source":{"id":"https://openalex.org/S4306400114","display_name":"Reposit\u00f3rio Institucional do ISCTE-IUL (ISCTE-IUL)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I110026055","host_organization_name":"Iscte \u2013 Instituto Universit\u00e1rio de Lisboa","host_organization_lineage":["https://openalex.org/I110026055"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference object"}],"best_oa_location":{"id":"pmh:oai:repositorio.iscte-iul.pt:10071/22878","is_oa":true,"landing_page_url":"http://hdl.handle.net/10071/22878","pdf_url":"http://hdl.handle.net/10071/22878","source":{"id":"https://openalex.org/S4306400114","display_name":"Reposit\u00f3rio Institucional do ISCTE-IUL (ISCTE-IUL)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I110026055","host_organization_name":"Iscte \u2013 Instituto Universit\u00e1rio de Lisboa","host_organization_lineage":["https://openalex.org/I110026055"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference object"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2581461673.pdf"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W48220658","https://openalex.org/W203345490","https://openalex.org/W1492952184","https://openalex.org/W1512098439","https://openalex.org/W1559754312","https://openalex.org/W1596216457","https://openalex.org/W1604938182","https://openalex.org/W1970100852","https://openalex.org/W1983705368","https://openalex.org/W2053209481","https://openalex.org/W2059106304","https://openalex.org/W2076491552","https://openalex.org/W2098317899","https://openalex.org/W2110828609","https://openalex.org/W2124032835","https://openalex.org/W2146055337","https://openalex.org/W2149705965","https://openalex.org/W2153507502","https://openalex.org/W2537480141","https://openalex.org/W2911964244","https://openalex.org/W3145840102","https://openalex.org/W4285719527","https://openalex.org/W6608276133","https://openalex.org/W6633734389","https://openalex.org/W6635654010","https://openalex.org/W6682884191","https://openalex.org/W6714951710","https://openalex.org/W6728937276"],"related_works":["https://openalex.org/W2524507886","https://openalex.org/W2283162247","https://openalex.org/W2052518016","https://openalex.org/W3082551657","https://openalex.org/W2085956791","https://openalex.org/W2081022503","https://openalex.org/W2767823485","https://openalex.org/W2407156159","https://openalex.org/W2822883015","https://openalex.org/W2922225723"],"abstract_inverted_index":{"Human":[0],"Activity":[1],"Recognition":[2],"(HAR)":[3],"is":[4],"an":[5],"interdisciplinary":[6],"research":[7,16],"area":[8],"that":[9,80],"has":[10],"been":[11],"attracting":[12],"interest":[13],"from":[14,32],"several":[15,108],"communities":[17],"specialized":[18],"in":[19],"machine":[20],"learning,":[21],"computer":[22,36,60],"vision,":[23],"medical":[24],"and":[25,47,50,68,73],"gaming":[26],"research.":[27],"The":[28],"potential":[29],"applications":[30],"range":[31],"surveillance":[33],"systems,":[34],"human":[35,57,66,132],"interfaces,":[37],"sports":[38],"video":[39,44],"analysis,":[40],"digital":[41],"shopping":[42],"assistants,":[43],"retrieval,":[45],"games":[46],"health-care.":[48],"Several":[49],"diverse":[51],"approaches":[52],"exist":[53],"to":[54,103],"recognize":[55],"a":[56,77,127],"action.":[58],"From":[59],"vision":[61],"techniques,":[62],"modeling":[63],"relations":[64],"between":[65],"motion":[67,96],"objects,":[69],"marker-based":[70],"tracking":[71],"systems":[72],"RGB-D":[74],"cameras.":[75],"Using":[76],"Kinect":[78],"sensor":[79],"provides":[81],"the":[82,85,95,105,117],"position":[83],"of":[84,97,107,130],"main":[86],"skeleton":[87],"joints":[88],"we":[89],"extract":[90],"features":[91],"based":[92],"solely":[93],"on":[94],"those":[98],"joints.":[99],"This":[100],"paper":[101],"aims":[102],"compare":[104],"performance":[106],"supervised":[109,135],"classifiers":[110,119,136],"trained":[111,120,137],"with":[112,121,138],"manually":[113],"labeled":[114,140],"data":[115,122],"versus":[116],"same":[118],"automatically":[123,139],"labeled.":[124],"We":[125],"propose":[126],"framework":[128],"capable":[129],"recognizing":[131],"actions":[133],"using":[134],"data.":[141]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-13T07:54:00.901334","created_date":"2025-10-10T00:00:00"}