{"id":"https://openalex.org/W4395054470","doi":"https://doi.org/10.1109/percomworkshops59983.2024.10503526","title":"Vision-Based Toilet Assistant for People with Dementia in Real-Life Situations","display_name":"Vision-Based Toilet Assistant for People with Dementia in Real-Life Situations","publication_year":2024,"publication_date":"2024-03-11","ids":{"openalex":"https://openalex.org/W4395054470","doi":"https://doi.org/10.1109/percomworkshops59983.2024.10503526"},"language":"en","primary_location":{"id":"doi:10.1109/percomworkshops59983.2024.10503526","is_oa":false,"landing_page_url":"https://doi.org/10.1109/percomworkshops59983.2024.10503526","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.1109/PerComWorkshops59983.2024.10503526","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043010585","display_name":"Irene Ballester","orcid":null},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Irene Ballester","raw_affiliation_strings":["Computer Vision Lab, TU Wien,Vienna,Austria","Computer Vision Lab, TU Wien, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Computer Vision Lab, TU Wien,Vienna,Austria","institution_ids":["https://openalex.org/I145847075"]},{"raw_affiliation_string":"Computer Vision Lab, TU Wien, Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005905628","display_name":"Markus Gall","orcid":"https://orcid.org/0000-0002-3150-8961"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Markus Gall","raw_affiliation_strings":["cogvisAI,Vienna,Austria","cogvisAI, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"cogvisAI,Vienna,Austria","institution_ids":[]},{"raw_affiliation_string":"cogvisAI, Vienna, Austria","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054952328","display_name":"Thomas M\u00fcnzer","orcid":"https://orcid.org/0000-0003-1891-1171"},"institutions":[{"id":"https://openalex.org/I202963720","display_name":"University of St. Gallen","ror":"https://ror.org/0561a3s31","country_code":"CH","type":"education","lineage":["https://openalex.org/I202963720"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Thomas M\u00fcnzer","raw_affiliation_strings":["Geriatrische Klinik St.Gallen,St Gallen,Switzerland","Geriatrische Klinik St.Gallen, St Gallen, Switzerland"],"affiliations":[{"raw_affiliation_string":"Geriatrische Klinik St.Gallen,St Gallen,Switzerland","institution_ids":["https://openalex.org/I202963720"]},{"raw_affiliation_string":"Geriatrische Klinik St.Gallen, St Gallen, Switzerland","institution_ids":["https://openalex.org/I202963720"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081324708","display_name":"Martin Kampel","orcid":"https://orcid.org/0000-0002-5217-2854"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Martin Kampel","raw_affiliation_strings":["Computer Vision Lab, TU Wien,Vienna,Austria","Computer Vision Lab, TU Wien, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Computer Vision Lab, TU Wien,Vienna,Austria","institution_ids":["https://openalex.org/I145847075"]},{"raw_affiliation_string":"Computer Vision Lab, TU Wien, Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5043010585"],"corresponding_institution_ids":["https://openalex.org/I145847075"],"apc_list":null,"apc_paid":null,"fwci":0.5073,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.61783105,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"141","last_page":"147"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.96670001745224,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.96670001745224,"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/T10709","display_name":"Social Robot Interaction and HRI","score":0.9523000121116638,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.948199987411499,"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/toilet","display_name":"Toilet","score":0.8238600492477417},{"id":"https://openalex.org/keywords/dementia","display_name":"Dementia","score":0.6639534831047058},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5962868928909302},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4713955223560333},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35714593529701233},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3486711382865906},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21091511845588684},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.15172657370567322}],"concepts":[{"id":"https://openalex.org/C2778357586","wikidata":"https://www.wikidata.org/wiki/Q7857","display_name":"Toilet","level":2,"score":0.8238600492477417},{"id":"https://openalex.org/C2779483572","wikidata":"https://www.wikidata.org/wiki/Q83030","display_name":"Dementia","level":3,"score":0.6639534831047058},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5962868928909302},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4713955223560333},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35714593529701233},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3486711382865906},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21091511845588684},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.15172657370567322},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/percomworkshops59983.2024.10503526","is_oa":false,"landing_page_url":"https://doi.org/10.1109/percomworkshops59983.2024.10503526","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)","raw_type":"proceedings-article"},{"id":"pmh:oai:zenodo.org:14637266","is_oa":true,"landing_page_url":"https://doi.org/10.1109/PerComWorkshops59983.2024.10503526","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"PerCom Workshops, 2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, Biarritz, France, 11-15 March 2024","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:14637266","is_oa":true,"landing_page_url":"https://doi.org/10.1109/PerComWorkshops59983.2024.10503526","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"PerCom Workshops, 2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, Biarritz, France, 11-15 March 2024","raw_type":"info:eu-repo/semantics/conferencePaper"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W40069195","https://openalex.org/W1982787576","https://openalex.org/W2015286894","https://openalex.org/W2016285927","https://openalex.org/W2095653310","https://openalex.org/W2425698162","https://openalex.org/W2472272718","https://openalex.org/W2521240520","https://openalex.org/W2540409992","https://openalex.org/W2548284395","https://openalex.org/W2587196985","https://openalex.org/W2745288849","https://openalex.org/W2765444112","https://openalex.org/W2800959557","https://openalex.org/W2810943627","https://openalex.org/W2883780447","https://openalex.org/W2894881218","https://openalex.org/W3046707484","https://openalex.org/W3114326620","https://openalex.org/W3137563225","https://openalex.org/W3137914494","https://openalex.org/W3139152875","https://openalex.org/W3180717887","https://openalex.org/W4200401219","https://openalex.org/W4205221301","https://openalex.org/W4220889441","https://openalex.org/W4285135267","https://openalex.org/W4285233829"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Dementia,":[0],"impacting":[1],"over":[2],"55":[3],"million":[4,11],"people":[5,25,156],"and":[6,21,47,70,93,110,131,147],"projected":[7],"to":[8,64,97,149],"reach":[9],"139":[10],"by":[12],"2050,":[13],"stands":[14],"as":[15],"a":[16,39,57,61,90],"major":[17],"cause":[18],"of":[19,129,134,139],"disability":[20],"dependence":[22],"in":[23,37,67,123,136],"older":[24],"globally.":[26],"The":[27],"challenges":[28],"associated":[29],"with":[30,45,118,121,157],"dementia":[31,46,122],"include":[32],"the":[33,87,99,106,137],"need":[34,100],"for":[35,42,75,101,155],"assistance":[36],"toileting,":[38],"distressing":[40],"routine":[41],"both":[43],"individuals":[44,120],"their":[48],"caregivers.":[49],"To":[50],"address":[51],"this":[52],"issue,":[53],"we":[54],"present":[55],"ToiletHelp,":[56],"system":[58],"that":[59],"utilizes":[60],"3D":[62],"sensor":[63],"detect":[65],"difficulties":[66],"toilet":[68],"use":[69,77],"provides":[71],"customized":[72],"step-by-step":[73],"guidance":[74],"independent":[76],"while":[78],"maintaining":[79],"user":[80,107,140],"privacy.ToiletHelp":[81],"processes":[82],"privacy-preserving":[83],"depth":[84],"maps":[85],"on":[86],"device":[88],"using":[89],"rule-based":[91],"engine":[92],"convolutional":[94],"neural":[95],"networks":[96],"determine":[98],"assistance.":[102],"It":[103],"then":[104],"guides":[105],"through":[108],"verbal":[109],"visual":[111],"prompts.":[112],"Our":[113],"evaluation":[114],"involves":[115],"real-life":[116],"scenarios":[117],"20":[119],"two":[124],"settings,":[125],"achieving":[126],"an":[127,132],"accuracy":[128],"80%":[130],"F1-score":[133],"0.83":[135],"recognition":[138],"actions.":[141],"This":[142],"study":[143],"underscores":[144],"ToiletHelp\u2019s":[145],"robustness":[146],"contributes":[148],"advancing":[150],"assistive":[151],"technology,":[152],"fostering":[153],"independence":[154],"dementia.":[158]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
