{"id":"https://openalex.org/W1595919387","doi":"https://doi.org/10.1109/ner.2015.7146727","title":"Recognition of postures and Freezing of Gait in Parkinson's disease patients using Microsoft Kinect sensor","display_name":"Recognition of postures and Freezing of Gait in Parkinson's disease patients using Microsoft Kinect sensor","publication_year":2015,"publication_date":"2015-04-01","ids":{"openalex":"https://openalex.org/W1595919387","doi":"https://doi.org/10.1109/ner.2015.7146727","mag":"1595919387"},"language":"en","primary_location":{"id":"doi:10.1109/ner.2015.7146727","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ner.2015.7146727","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 7th International IEEE/EMBS Conference on Neural Engineering (NER)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://bura.brunel.ac.uk/bitstream/2438/16688/2/FullText.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"A. Amini Maghsoud Bigy","orcid":null},"institutions":[{"id":"https://openalex.org/I59433898","display_name":"Brunel University of London","ror":"https://ror.org/00dn4t376","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I59433898"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"A. Amini Maghsoud Bigy","raw_affiliation_strings":["College of Engineering Design and Physical Sciences, Brunel University, London, UK","College of Engineering Design and Physical Sciences, Department of Electronics and Computer Engineering, Brunel University London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Engineering Design and Physical Sciences, Brunel University, London, UK","institution_ids":["https://openalex.org/I59433898"]},{"raw_affiliation_string":"College of Engineering Design and Physical Sciences, Department of Electronics and Computer Engineering, Brunel University London, UK","institution_ids":["https://openalex.org/I59433898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022422624","display_name":"Konstantinos Banitsas","orcid":"https://orcid.org/0000-0003-2658-3032"},"institutions":[{"id":"https://openalex.org/I59433898","display_name":"Brunel University of London","ror":"https://ror.org/00dn4t376","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I59433898"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"K. Banitsas","raw_affiliation_strings":["College of Engineering Design and Physical Sciences, Brunel University, London, UK","College of Engineering Design and Physical Sciences, Department of Electronics and Computer Engineering, Brunel University London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Engineering Design and Physical Sciences, Brunel University, London, UK","institution_ids":["https://openalex.org/I59433898"]},{"raw_affiliation_string":"College of Engineering Design and Physical Sciences, Department of Electronics and Computer Engineering, Brunel University London, UK","institution_ids":["https://openalex.org/I59433898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089791573","display_name":"Atta Badii","orcid":"https://orcid.org/0000-0002-5130-152X"},"institutions":[{"id":"https://openalex.org/I4210105785","display_name":"Intelligent Systems Research (United States)","ror":"https://ror.org/01reevc91","country_code":"US","type":"company","lineage":["https://openalex.org/I4210105785"]},{"id":"https://openalex.org/I71052956","display_name":"University of Reading","ror":"https://ror.org/05v62cm79","country_code":"GB","type":"education","lineage":["https://openalex.org/I71052956"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"A. Badii","raw_affiliation_strings":["Intelligent Systems Research Laboratory, University of Reading","Intelligent Systems Research Laboratory, at the School of Systems Engineering, University of Reading, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligent Systems Research Laboratory, University of Reading","institution_ids":["https://openalex.org/I4210105785","https://openalex.org/I71052956"]},{"raw_affiliation_string":"Intelligent Systems Research Laboratory, at the School of Systems Engineering, University of Reading, UK","institution_ids":["https://openalex.org/I71052956"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072900428","display_name":"John Cosmas","orcid":"https://orcid.org/0000-0003-4378-5576"},"institutions":[{"id":"https://openalex.org/I59433898","display_name":"Brunel University of London","ror":"https://ror.org/00dn4t376","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I59433898"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"J. Cosmas","raw_affiliation_strings":["College of Engineering Design and Physical Sciences, Brunel University, London, UK","College of Engineering Design and Physical Sciences, Department of Electronics and Computer Engineering, Brunel University London, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Engineering Design and Physical Sciences, Brunel University, London, UK","institution_ids":["https://openalex.org/I59433898"]},{"raw_affiliation_string":"College of Engineering Design and Physical Sciences, Department of Electronics and Computer Engineering, Brunel University London, UK","institution_ids":["https://openalex.org/I59433898"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.3723,"has_fulltext":true,"cited_by_count":34,"citation_normalized_percentile":{"value":0.97121095,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"731","last_page":"734"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10114","display_name":"Balance, Gait, and Falls Prevention","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/3612","display_name":"Physical Therapy, Sports Therapy and Rehabilitation"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10114","display_name":"Balance, Gait, and Falls Prevention","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/3612","display_name":"Physical Therapy, Sports Therapy and Rehabilitation"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12740","display_name":"Gait Recognition and Analysis","score":0.992900013923645,"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"}},{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9900000095367432,"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/gait","display_name":"Gait","score":0.7118735909461975},{"id":"https://openalex.org/keywords/parkinsons-disease","display_name":"Parkinson's disease","score":0.7096402645111084},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.572142481803894},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5376182198524475},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.4922889769077301},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47453320026397705},{"id":"https://openalex.org/keywords/gait-analysis","display_name":"Gait analysis","score":0.4413198232650757},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.36803698539733887},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.34969624876976013},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.28227657079696655},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.06265932321548462}],"concepts":[{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.7118735909461975},{"id":"https://openalex.org/C2779734285","wikidata":"https://www.wikidata.org/wiki/Q11085","display_name":"Parkinson's disease","level":3,"score":0.7096402645111084},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.572142481803894},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5376182198524475},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.4922889769077301},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47453320026397705},{"id":"https://openalex.org/C173906292","wikidata":"https://www.wikidata.org/wiki/Q1493441","display_name":"Gait analysis","level":3,"score":0.4413198232650757},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.36803698539733887},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.34969624876976013},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.28227657079696655},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.06265932321548462}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ner.2015.7146727","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ner.2015.7146727","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 7th International IEEE/EMBS Conference on Neural Engineering (NER)","raw_type":"proceedings-article"},{"id":"pmh:oai:libtstbura1.brunel.ac.uk:2438/16688","is_oa":true,"landing_page_url":"http://bura.brunel.ac.uk/handle/2438/16688","pdf_url":"http://bura.brunel.ac.uk/bitstream/2438/16688/2/FullText.pdf","source":{"id":"https://openalex.org/S4306401473","display_name":"Brunel University Research Archive (BURA) (Brunel University London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I59433898","host_organization_name":"Brunel University of London","host_organization_lineage":["https://openalex.org/I59433898"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE EMBS in Neural Engineering","raw_type":"Conference Paper"}],"best_oa_location":{"id":"pmh:oai:libtstbura1.brunel.ac.uk:2438/16688","is_oa":true,"landing_page_url":"http://bura.brunel.ac.uk/handle/2438/16688","pdf_url":"http://bura.brunel.ac.uk/bitstream/2438/16688/2/FullText.pdf","source":{"id":"https://openalex.org/S4306401473","display_name":"Brunel University Research Archive (BURA) (Brunel University London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I59433898","host_organization_name":"Brunel University of London","host_organization_lineage":["https://openalex.org/I59433898"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE EMBS in Neural Engineering","raw_type":"Conference Paper"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.6100000143051147,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1595919387.pdf","grobid_xml":"https://content.openalex.org/works/W1595919387.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W110252780","https://openalex.org/W1545592463","https://openalex.org/W1566752807","https://openalex.org/W1964200076","https://openalex.org/W1998182557","https://openalex.org/W2059584741","https://openalex.org/W2069355754","https://openalex.org/W2078649252","https://openalex.org/W2081241079","https://openalex.org/W2130198453","https://openalex.org/W2132894148","https://openalex.org/W4234515672","https://openalex.org/W6665565161"],"related_works":["https://openalex.org/W2133973503","https://openalex.org/W2008860278","https://openalex.org/W2031771476","https://openalex.org/W2471060339","https://openalex.org/W2148547327","https://openalex.org/W1989734657","https://openalex.org/W4226236273","https://openalex.org/W2125892956","https://openalex.org/W4226004263","https://openalex.org/W2130975749"],"abstract_inverted_index":{"Freezing":[0],"of":[1,17,37,52,73,103,108,112,115,122,127,137,142,145,150],"Gait":[2],"(FOG)":[3,56],"is":[4,50],"a":[5,25,38,58],"disabling":[6],"symptom":[7],"and":[8,33,62,80,110],"movement":[9],"disorder,":[10],"typically":[11],"associated":[12],"with":[13,118,134],"the":[14,44,96,104,113,128,135,138],"latter":[15],"stages":[16],"Parkinson's":[18,68],"disease.":[19],"In":[20,71],"this":[21],"paper,":[22],"we":[23],"propose":[24],"novel":[26],"approach":[27],"for":[28],"real-time":[29],"FOG,":[30],"tremor":[31,109],"monitoring":[32],"fall":[34,63],"detection,":[35],"consisting":[36],"3D":[39],"camera":[40],"sensor":[41],"based":[42],"on":[43,87],"Microsoft":[45],"Kinect":[46],"architecture.":[47],"The":[48,83,125],"system":[49,84,129],"capable":[51,144],"recognizing":[53],"freezing":[54,114],"episodes":[55,117],"in":[57,67,91],"standstill":[59],"state,":[60],"tremors":[61],"incidents,":[64,106],"commonly":[65],"seen":[66],"disease":[69],"patients.":[70],"case":[72],"an":[74,119],"incident,":[75],"it":[76],"automatically":[77],"alerts":[78],"relatives":[79],"healthcare":[81],"providers.":[82],"was":[85,98],"tested":[86],"seven":[88],"simulated":[89],"subjects":[90],"12":[92],"events":[93],"indicating":[94],"that":[95],"design":[97],"able":[99],"to":[100],"detect":[101],"99%":[102],"falling":[105],"91%":[107],"92%":[111],"gait":[116],"average":[120],"latency":[121],"300":[123],"milliseconds.":[124],"performance":[126],"can":[130],"be":[131],"further":[132],"improved":[133],"deployment":[136],"recently":[139],"released":[140],"version":[141],"Kinect,":[143],"providing":[146],"even":[147],"higher":[148],"levels":[149],"accuracy.":[151]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2016-06-24T00:00:00"}
