{"id":"https://openalex.org/W4283215425","doi":"https://doi.org/10.1109/meco55406.2022.9797076","title":"An attempt to introduce 4D tracing in detection of anomalous motion by clustering the temporal and spatial data and contouring 2D information belonging to the same timing frame","display_name":"An attempt to introduce 4D tracing in detection of anomalous motion by clustering the temporal and spatial data and contouring 2D information belonging to the same timing frame","publication_year":2022,"publication_date":"2022-06-07","ids":{"openalex":"https://openalex.org/W4283215425","doi":"https://doi.org/10.1109/meco55406.2022.9797076"},"language":"en","primary_location":{"id":"doi:10.1109/meco55406.2022.9797076","is_oa":false,"landing_page_url":"https://doi.org/10.1109/meco55406.2022.9797076","pdf_url":null,"source":{"id":"https://openalex.org/S4363608204","display_name":"2022 11th Mediterranean Conference on Embedded Computing (MECO)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 11th Mediterranean Conference on Embedded Computing (MECO)","raw_type":"proceedings-article"},"type":"article","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/A5019644413","display_name":"Gordana La\u0161tovi\u010dka-Medin","orcid":"https://orcid.org/0000-0002-0513-1638"},"institutions":[{"id":"https://openalex.org/I5936373","display_name":"University of Montenegro","ror":"https://ror.org/02drrjp49","country_code":"ME","type":"education","lineage":["https://openalex.org/I5936373"]}],"countries":["ME"],"is_corresponding":true,"raw_author_name":"Gordana Lastovicka-Medin","raw_affiliation_strings":["University of Montenegro,Dzordza Vashingotana bb,Podgorica,Montenegro,81000"],"affiliations":[{"raw_affiliation_string":"University of Montenegro,Dzordza Vashingotana bb,Podgorica,Montenegro,81000","institution_ids":["https://openalex.org/I5936373"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020084955","display_name":"Tijana Cvijetic","orcid":null},"institutions":[{"id":"https://openalex.org/I5936373","display_name":"University of Montenegro","ror":"https://ror.org/02drrjp49","country_code":"ME","type":"education","lineage":["https://openalex.org/I5936373"]}],"countries":["ME"],"is_corresponding":false,"raw_author_name":"Tijana Cvijetic","raw_affiliation_strings":["University of Montenegro,Dzordza Vashingotana bb,Podgorica,Montenegro,81000"],"affiliations":[{"raw_affiliation_string":"University of Montenegro,Dzordza Vashingotana bb,Podgorica,Montenegro,81000","institution_ids":["https://openalex.org/I5936373"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079911506","display_name":"Ksenija Vesovic","orcid":null},"institutions":[{"id":"https://openalex.org/I5936373","display_name":"University of Montenegro","ror":"https://ror.org/02drrjp49","country_code":"ME","type":"education","lineage":["https://openalex.org/I5936373"]}],"countries":["ME"],"is_corresponding":false,"raw_author_name":"Ksenija Vesovic","raw_affiliation_strings":["University of Montenegro,Dzordza Vashingotana bb,Podgorica,Montenegro,81000"],"affiliations":[{"raw_affiliation_string":"University of Montenegro,Dzordza Vashingotana bb,Podgorica,Montenegro,81000","institution_ids":["https://openalex.org/I5936373"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013883975","display_name":"Dusan Subotic","orcid":null},"institutions":[{"id":"https://openalex.org/I5936373","display_name":"University of Montenegro","ror":"https://ror.org/02drrjp49","country_code":"ME","type":"education","lineage":["https://openalex.org/I5936373"]}],"countries":["ME"],"is_corresponding":false,"raw_author_name":"Dusan Subotic","raw_affiliation_strings":["University of Montenegro,Dzordza Vashingotana bb,Podgorica,Montenegro,81000"],"affiliations":[{"raw_affiliation_string":"University of Montenegro,Dzordza Vashingotana bb,Podgorica,Montenegro,81000","institution_ids":["https://openalex.org/I5936373"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5019644413"],"corresponding_institution_ids":["https://openalex.org/I5936373"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.04077785,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":1.0,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.9973000288009644,"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/contouring","display_name":"Contouring","score":0.8732204437255859},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.754960834980011},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7182585000991821},{"id":"https://openalex.org/keywords/tracing","display_name":"Tracing","score":0.6690348386764526},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.6607140898704529},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.5303680896759033},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5292823910713196},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.523646354675293},{"id":"https://openalex.org/keywords/spatial-analysis","display_name":"Spatial analysis","score":0.5222314596176147},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35261401534080505},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.330960750579834},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.30695676803588867},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.09749895334243774},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09486496448516846}],"concepts":[{"id":"https://openalex.org/C2779104521","wikidata":"https://www.wikidata.org/wiki/Q23058469","display_name":"Contouring","level":2,"score":0.8732204437255859},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.754960834980011},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7182585000991821},{"id":"https://openalex.org/C138673069","wikidata":"https://www.wikidata.org/wiki/Q322229","display_name":"Tracing","level":2,"score":0.6690348386764526},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.6607140898704529},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.5303680896759033},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5292823910713196},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.523646354675293},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.5222314596176147},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35261401534080505},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.330960750579834},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.30695676803588867},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.09749895334243774},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09486496448516846},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/meco55406.2022.9797076","is_oa":false,"landing_page_url":"https://doi.org/10.1109/meco55406.2022.9797076","pdf_url":null,"source":{"id":"https://openalex.org/S4363608204","display_name":"2022 11th Mediterranean Conference on Embedded Computing (MECO)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 11th Mediterranean Conference on Embedded Computing (MECO)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2001757193","https://openalex.org/W2040321327","https://openalex.org/W2096300942","https://openalex.org/W2149705965","https://openalex.org/W2464754550","https://openalex.org/W3004787993"],"related_works":["https://openalex.org/W2028761375","https://openalex.org/W2915337797","https://openalex.org/W2360204191","https://openalex.org/W2968335000","https://openalex.org/W2044363672","https://openalex.org/W2073091389","https://openalex.org/W2045558343","https://openalex.org/W4315646535","https://openalex.org/W1968493577","https://openalex.org/W2092852603"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"we":[3,183],"suggest":[4],"a":[5,9,22,63,116,191,210],"new":[6,64],"method":[7],"for":[8,230],"fall":[10,23,71,92,199],"detection,":[11],"based":[12,163],"on":[13,50,164],"the":[14,34,37,51,54,57,76,88,91,98,105,121,147,154,165,168,173,179,187,202,214,227,238],"spatiotemporal":[15,117],"data":[16],"clustering":[17,239],"(4D":[18],"tracking),":[19],"collected":[20],"during":[21,209],"incidence.":[24],"The":[25,60,158],"set":[26],"of":[27,53,56,66,70,90,109,120,125,167,233,240],"sequential":[28],"frames":[29,251],"has":[30,137],"been":[31,41,138],"extracted":[32,42,253,257],"from":[33,146,254,258],"videos,":[35],"then":[36],"key":[38],"features":[39],"have":[40],"to":[43,84,101,153,178,221],"classify":[44],"falls":[45],"and":[46,80,86,103,123],"no-falls":[47],"activities.":[48],"Based":[49],"study":[52],"stability":[55],"human":[58,67,110,126],"body.":[59],"article":[61],"proposes":[62],"model":[65],"posture":[68,111,127],"representation":[69],"behaviour,":[72],"taking":[73],"into":[74,140],"consideration":[75],"\u2018inverted":[77],"pendulum":[78,107],"model\u2019,":[79],"using":[81],"multimedia":[82,131,222],"analysis":[83,132],"observe":[85],"evaluate":[87],"continuity":[89],"event":[93],"in":[94,112,190],"time":[95,228,255],"series":[96,256],"changes;":[97],"aim":[99],"was":[100],"extract":[102],"construct":[104],"inverted":[106],"structure":[108],"real-life":[113],"scenarios.":[114],"Firstly,":[115],"evolution":[118],"map":[119],"change":[122],"variation":[124],"is":[128,161,189,204],"constructed":[129],"through":[130],"Then":[133],"3D":[134,234],"spatial":[135,148,174,243],"information":[136,235],"sliced":[139],"2D.":[141],"Contour":[142],"plots":[143],"are":[144],"built":[145],"projection":[149],"coordinates":[150,175],"that":[151,176],"belong":[152,177],"same":[155,180],"timing":[156,159,181,250],"window.":[157],"window":[160,182],"determined":[162],"duration":[166],"instability/transition":[169],"phase.":[170],"By":[171],"contouring":[172],"can":[184],"determine":[185],"whether":[186,201],"person":[188,203],"sitting":[192],"or":[193,200,207],"lying":[194],"down":[195],"position":[196],"after":[197],"their":[198],"either":[205],"moving":[206],"not":[208],"prolonged":[211],"period":[212],"following":[213],"fall.":[215],"Finally,":[216],"computer":[217],"vision":[218],"when":[219],"added":[220],"analytics,":[223],"would":[224],"further":[225],"reduce":[226],"consumption":[229],"2D":[231,242],"slicing":[232],"followed":[236],"by":[237],"those":[241],"projections":[244],"(from":[245],"different":[246],"projections)":[247],"with":[248],"referent":[249],"(coordinated":[252],"video":[259],"data).":[260]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}