{"id":"https://openalex.org/W96094990","doi":null,"title":"Towards human interaction analysis","display_name":"Towards human interaction analysis","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W96094990","mag":"96094990"},"language":"en","primary_location":{"id":"pmh:oai:upcommons.upc.edu:2099.1/17175","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/2099.1/17175","pdf_url":"http://hdl.handle.net/2099.1/17175","source":{"id":"https://openalex.org/S4377196262","display_name":"UPCommons institutional repository (Universitat Polit\u00e8cnica de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I9617848","host_organization_name":"Universitat Polit\u00e8cnica de Catalunya","host_organization_lineage":["https://openalex.org/I9617848"],"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":null,"raw_type":"info:eu-repo/semantics/masterThesis"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/2099.1/17175","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041552350","display_name":"Maedeh Aghaei Gavari","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Maedeh Aghaei Gavari","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5041552350"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9940999746322632,"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":0.9940999746322632,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.004000000189989805,"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.0005000000237487257,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/human-pose-estimation","display_name":"human pose estimation","score":0.6639999747276306},{"id":"https://openalex.org/keywords/visual-surveillance","display_name":"visual surveillance","score":0.8040000200271606},{"id":"https://openalex.org/keywords/gaussian-mixture-model","display_name":"Gaussian mixture model","score":0.7310000061988831},{"id":"https://openalex.org/keywords/background-subtraction","display_name":"background subtraction","score":0.9959999918937683},{"id":"https://openalex.org/keywords/human-body-segmentation","display_name":"human segmentation","score":0.9309999942779541},{"id":"https://openalex.org/keywords/human-detection","display_name":"human detection","score":0.6669999957084656},{"id":"https://openalex.org/keywords/human-motion-understanding","display_name":"human motion understanding","score":0.7250000238418579}],"concepts":[{"id":"https://openalex.org/C32653426","wikidata":"https://www.wikidata.org/wiki/Q3813641","display_name":"Background subtraction","level":3,"score":0.8515405654907227},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8090401887893677},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7603405714035034},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.670082688331604},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6443721652030945},{"id":"https://openalex.org/C147037132","wikidata":"https://www.wikidata.org/wiki/Q6865426","display_name":"Minimum bounding box","level":3,"score":0.5485086441040039},{"id":"https://openalex.org/C63584917","wikidata":"https://www.wikidata.org/wiki/Q333286","display_name":"Bounding overwatch","level":2,"score":0.5276017785072327},{"id":"https://openalex.org/C75608658","wikidata":"https://www.wikidata.org/wiki/Q44395","display_name":"Pascal (unit)","level":2,"score":0.49073565006256104},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4897308349609375},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.45994752645492554},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.45486798882484436},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4489346444606781},{"id":"https://openalex.org/C52102323","wikidata":"https://www.wikidata.org/wiki/Q1671968","display_name":"Pose","level":2,"score":0.4434281289577484},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.21546727418899536},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.1361120045185089},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08328831195831299},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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}],"mesh":[],"locations_count":4,"locations":[{"id":"pmh:oai:upcommons.upc.edu:2099.1/17175","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/2099.1/17175","pdf_url":"http://hdl.handle.net/2099.1/17175","source":{"id":"https://openalex.org/S4377196262","display_name":"UPCommons institutional repository (Universitat Polit\u00e8cnica de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I9617848","host_organization_name":"Universitat Polit\u00e8cnica de Catalunya","host_organization_lineage":["https://openalex.org/I9617848"],"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":null,"raw_type":"info:eu-repo/semantics/masterThesis"},{"id":"pmh:oai:dnet:upcommonspor::73bc6ba43107061af093407fdcf8b597","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/2099.1/17175","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"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":"","raw_type":"info:eu-repo/semantics/masterThesis"},{"id":"pmh:oai:recercat.cat:2072/206650","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/2099.1/17175","pdf_url":null,"source":{"id":"https://openalex.org/S4306402147","display_name":"RECERCAT (Consorci de Serveis Universitaris de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210090028","host_organization_name":"Consorci de Serveis Universitaris de Catalunya","host_organization_lineage":["https://openalex.org/I4210090028"],"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":"","raw_type":"info:eu-repo/semantics/masterThesis"},{"id":"mag:96094990","doi":null,"is_oa":false,"landing_page_url":"https://upcommons.upc.edu/bitstream/2099.1/17175/1/MaedehAghaeiGavari-FinalMasterThesis.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:upcommons.upc.edu:2099.1/17175","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/2099.1/17175","pdf_url":"http://hdl.handle.net/2099.1/17175","source":{"id":"https://openalex.org/S4377196262","display_name":"UPCommons institutional repository (Universitat Polit\u00e8cnica de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I9617848","host_organization_name":"Universitat Polit\u00e8cnica de Catalunya","host_organization_lineage":["https://openalex.org/I9617848"],"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":null,"raw_type":"info:eu-repo/semantics/masterThesis"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W96094990.pdf","grobid_xml":"https://content.openalex.org/works/W96094990.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W7577829","https://openalex.org/W1958762911","https://openalex.org/W1970255615","https://openalex.org/W1992825118","https://openalex.org/W1995444699","https://openalex.org/W2030536784","https://openalex.org/W2045798786","https://openalex.org/W2047508432","https://openalex.org/W2051800765","https://openalex.org/W2097041931","https://openalex.org/W2104830792","https://openalex.org/W2105297815","https://openalex.org/W2105488551","https://openalex.org/W2110672140","https://openalex.org/W2113656553","https://openalex.org/W2115763357","https://openalex.org/W2116735535","https://openalex.org/W2117834610","https://openalex.org/W2126553322","https://openalex.org/W2128981808","https://openalex.org/W2130293653","https://openalex.org/W2133708491","https://openalex.org/W2140235142","https://openalex.org/W2140670136","https://openalex.org/W2145072179","https://openalex.org/W2151103935","https://openalex.org/W2152386463","https://openalex.org/W2152826865","https://openalex.org/W2154422044","https://openalex.org/W2155511848","https://openalex.org/W2157200118","https://openalex.org/W2158268505","https://openalex.org/W2159686933","https://openalex.org/W2161969291","https://openalex.org/W2162253476","https://openalex.org/W2166010828","https://openalex.org/W2167828171","https://openalex.org/W2168108030","https://openalex.org/W2168356304","https://openalex.org/W2169433763","https://openalex.org/W2170032093","https://openalex.org/W3097096317","https://openalex.org/W3169507310"],"related_works":["https://openalex.org/W4313328458","https://openalex.org/W2969336309","https://openalex.org/W2002362130","https://openalex.org/W2316047684","https://openalex.org/W4386590724","https://openalex.org/W2084760903","https://openalex.org/W2620413992","https://openalex.org/W2522042470","https://openalex.org/W2002507949","https://openalex.org/W2283268990"],"abstract_inverted_index":{"Modeling":[0],"and":[1,16,59,108,191],"recognizing":[2],"human":[3,47,94,109,119,141,194],"behaviors":[4],"in":[5,24,56,66,96,135,166,177],"a":[6,21,42,100,129],"visual":[7],"surveillance":[8],"task":[9],"is":[10,84,117,121,164,199],"receiving\\nincreasing":[11],"attention":[12],"from":[13,113,171],"computer":[14],"vision":[15],"machine":[17],"learning":[18],"researchers.":[19],"Such":[20],"system\\nshould":[22],"deal":[23],"particularly":[25],"with":[26,123],"detecting":[27,46,53],"when":[28],"interactions":[29],"between":[30],"people":[31,55],"occur":[32],"and\\nclassifying":[33],"the":[34,54,57,70,93,124,153,180],"type":[35],"of":[36,69,140,193],"interaction.\\nIn":[37],"this":[38,74],"work":[39,77],"we":[40,151],"study":[41],"flexible":[43],"model":[44],"for":[45,105,183],"interactions.":[48],"This":[49],"has\\nbeen":[50],"done":[51],"by":[52],"scene":[58],"retrieving":[60],"their":[61,189],"corresponding":[62,181],"pose":[63,143,148,190],"and\\nposition":[64],"sequentially":[65],"each":[67,133,184],"frame":[68],"video.":[71],"To":[72],"achieve":[73],"goal":[75],"our":[76],"relies":[78],"on\\nrobust":[79],"object":[80],"detection":[81,149],"algorithm":[82,154],"which":[83,116,198],"based":[85],"on":[86,155],"discriminatively":[87],"trained":[88,152],"part":[89],"based\\nmodels":[90],"to":[91,127,137],"detect":[92],"bodies":[95],"videos.":[97],"We":[98],"apply":[99],"\u2018Gaussian":[101],"Mixture":[102],"Models":[103],"based\u2019\\nmethod":[104],"background":[106],"subtraction":[107],"segmentation.":[110],"The":[111],"output":[112],"the\\nsegmentation":[114],"method":[115,163],"labeled":[118],"body":[120,142],"combined":[122],"background\\nsubtraction":[125],"methods":[126],"obtain":[128],"bounding":[130],"box":[131],"around":[132],"person":[134,185],"images":[136],"improve":[138],"the\\ntask":[139],"detection.\\nTo":[144],"gain":[145],"more":[146],"precise":[147],"models,":[150],"large,\\nchallenging":[156],"but":[157],"reliable":[158],"dataset":[159],"(PASCAL":[160],"2010).":[161],"Our":[162],"applied":[165],"home-made\\ndatabase":[167],"comprising":[168],"depth":[169],"data":[170],"Kinect":[172],"sensors.":[173],"After":[174],"successfully":[175],"getting":[176],"every\\nimage":[178],"sequence":[179],"label":[182],"as":[186,188],"well":[187],"position,\\nunderstanding":[192],"motion":[195],"comes":[196],"naturally":[197],"an":[200],"important":[201],"step":[202],"towards":[203],"human\\ninteraction":[204],"analysis.":[205]},"counts_by_year":[],"updated_date":"2026-11-11T12:16:26.678958","created_date":"2016-06-24T00:00:00"}
