{"id":"https://openalex.org/W2295133051","doi":"https://doi.org/10.1109/embc.2015.7319524","title":"Automated walking aid detector based on indoor video recordings","display_name":"Automated walking aid detector based on indoor video recordings","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W2295133051","doi":"https://doi.org/10.1109/embc.2015.7319524","mag":"2295133051","pmid":"https://pubmed.ncbi.nlm.nih.gov/26737424"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2015.7319524","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2015.7319524","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://embc.embs.org/2015/","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056635870","display_name":"Steven Puttemans","orcid":"https://orcid.org/0000-0003-3114-1941"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Steven Puttemans","raw_affiliation_strings":["EAVISE, KU Leuven Department of Industrial Engineering Sciences, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EAVISE, KU Leuven Department of Industrial Engineering Sciences, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061312511","display_name":"Greet Baldewijns","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Greet Baldewijns","raw_affiliation_strings":["AdViSe Technology Center, KU Leuven Department of Industrial Engineering Sciences, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AdViSe Technology Center, KU Leuven Department of Industrial Engineering Sciences, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053926383","display_name":"Tom Croonenborghs","orcid":null},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Tom Croonenborghs","raw_affiliation_strings":["KU Leuven Department of Computer Science"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KU Leuven Department of Computer Science","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016823997","display_name":"Bart Vanrumste","orcid":"https://orcid.org/0000-0002-9409-935X"},"institutions":[{"id":"https://openalex.org/I39327780","display_name":"iMinds","ror":"https://ror.org/03baec336","country_code":"BE","type":"nonprofit","lineage":["https://openalex.org/I39327780"]},{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Bart Vanrumste","raw_affiliation_strings":["iMinds Future Health Department and ESAT-SCD of KU Leuven"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"iMinds Future Health Department and ESAT-SCD of KU Leuven","institution_ids":["https://openalex.org/I39327780","https://openalex.org/I99464096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057957125","display_name":"Toon Goedem\u00e9","orcid":"https://orcid.org/0000-0002-7477-8961"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Toon Goedeme","raw_affiliation_strings":["EAVISE, ESAT/PSI-VISICS of KU Leuven"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EAVISE, ESAT/PSI-VISICS of KU Leuven","institution_ids":["https://openalex.org/I99464096"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4324,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.69707006,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"35","issue":null,"first_page":"5040","last_page":"5045"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11227","display_name":"Diabetic Foot Ulcer Assessment and Management","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11227","display_name":"Diabetic Foot Ulcer Assessment and Management","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12740","display_name":"Gait Recognition and Analysis","score":0.9983999729156494,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.998199999332428,"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/computer-science","display_name":"Computer science","score":0.7528585195541382},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.6009904146194458},{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.5835134983062744},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5589280128479004},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.5533141493797302},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5134459733963013},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4885421693325043},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.44862160086631775},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.43001389503479004},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4283265769481659},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3810049891471863},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.18137475848197937},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1071615219116211}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7528585195541382},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.6009904146194458},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.5835134983062744},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5589280128479004},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.5533141493797302},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5134459733963013},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4885421693325043},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.44862160086631775},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.43001389503479004},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4283265769481659},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3810049891471863},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.18137475848197937},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1071615219116211},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","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/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014741","descriptor_name":"Video Recording","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014741","descriptor_name":"Video Recording","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014741","descriptor_name":"Video Recording","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014853","descriptor_name":"Walkers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014853","descriptor_name":"Walkers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014853","descriptor_name":"Walkers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016138","descriptor_name":"Walking","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D016138","descriptor_name":"Walking","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D016138","descriptor_name":"Walking","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/embc.2015.7319524","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2015.7319524","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:26737424","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26737424","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null},{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/499873","is_oa":true,"landing_page_url":"http://embc.embs.org/2015/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Milan, Italy, 25-29 August 2015","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/499873","is_oa":true,"landing_page_url":"http://embc.embs.org/2015/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Milan, Italy, 25-29 August 2015","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"score":0.41999998688697815,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W8437397","https://openalex.org/W1825459403","https://openalex.org/W2006479712","https://openalex.org/W2057390143","https://openalex.org/W2101022314","https://openalex.org/W2115733720","https://openalex.org/W2120419212","https://openalex.org/W2121895804","https://openalex.org/W2159386181","https://openalex.org/W2161969291","https://openalex.org/W2164598857","https://openalex.org/W2278662694","https://openalex.org/W2396530154","https://openalex.org/W2520051147","https://openalex.org/W6600324250","https://openalex.org/W6638644366","https://openalex.org/W6695117648","https://openalex.org/W6712041107"],"related_works":["https://openalex.org/W2165912799","https://openalex.org/W2735662278","https://openalex.org/W2382615723","https://openalex.org/W1987484445","https://openalex.org/W2623658258","https://openalex.org/W4311804456","https://openalex.org/W4365135359","https://openalex.org/W2115592544","https://openalex.org/W2093773434","https://openalex.org/W4292830139"],"abstract_inverted_index":{"Due":[0],"to":[1,26,51,68,88,98,146,163,186,193,213,230],"the":[2,29,47,61,100,103,109,150,188,195,204,244],"rapidly":[3],"aging":[4],"population,":[5],"developing":[6],"automated":[7,72],"home":[8],"care":[9,18],"systems":[10],"is":[11,50,173,238],"a":[12,79,94,128,156,170,207,214,235],"very":[13],"important":[14],"step":[15],"in":[16,34,96,123],"taking":[17],"of":[19,31,46,56,63,102,134,149,160,197,219],"elderly":[20],"people.":[21],"This":[22],"will":[23],"enable":[24],"us":[25],"automatically":[27,107],"monitor":[28,53],"health":[30],"senior":[32],"citizens":[33],"their":[35],"own":[36],"living":[37],"environment":[38],"and":[39,67,117,139,167,192,241],"prevent":[40],"problems":[41],"before":[42],"they":[43],"happen.":[44],"One":[45],"challenging":[48],"tasks":[49],"actively":[52],"walking":[54,65,91,125,208,220,232,236],"habits":[55],"elderlies,":[57],"who":[58],"alternate":[59],"between":[60,184],"use":[62,155],"different":[64],"aids,":[66,92,233],"combine":[69],"this":[70,165,228],"with":[71,131],"fall":[73,104],"risk":[74],"assessment":[75],"systems.":[76],"We":[77],"propose":[78],"camera":[80,115],"based":[81],"system":[82,171],"that":[83,172,226],"uses":[84],"object":[85,189],"categorization":[86],"techniques":[87],"robustly":[89],"detect":[90],"like":[93,114,234],"walker,":[95],"order":[97],"improve":[99],"classification":[101,217],"risk.":[105],"By":[106],"integrating":[108],"application":[110],"specific":[111],"scenery":[112],"knowledge":[113],"position":[116],"used":[118],"walker":[119],"type,":[120],"we":[121,154,180,202],"succeed":[122],"detecting":[124],"aids":[126],"within":[127],"single":[129],"frame":[130],"an":[132],"accuracy":[133,166],"68%":[135],"for":[136,141,176,246],"trajectory":[137,142],"A":[138],"38%":[140],"B.":[143],"Furthermore,":[144],"compared":[145],"current":[147],"state":[148],"art":[151],"detection":[152,190],"systems,":[153],"rather":[157],"limited":[158],"set":[159],"training":[161],"data":[162],"achieve":[164],"thus":[168],"create":[169],"easily":[174],"adaptable":[175],"other":[177,231],"applications.":[178,249],"Moreover,":[179],"applied":[181],"spatial":[182],"constraints":[183],"detections":[185],"optimize":[187],"output":[191,205],"limit":[194],"amount":[196],"false":[198],"positive":[199],"detections.":[200],"Finally,":[201],"evaluate":[203],"on":[206],"sequence":[209],"base,":[210],"leading":[211],"up":[212,243],"92.3%":[215],"correct":[216],"rate":[218],"sequences.":[221],"It":[222],"can":[223],"be":[224],"noted":[225],"adapting":[227],"approach":[229],"cane,":[237],"quite":[239],"straightforward":[240],"opens":[242],"door":[245],"many":[247],"future":[248]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
