{"id":"https://openalex.org/W3200565573","doi":"https://doi.org/10.1109/hsi52170.2021.9538710","title":"Using deep learning to increase accuracy of gaze controlled prosthetic arm","display_name":"Using deep learning to increase accuracy of gaze controlled prosthetic arm","publication_year":2021,"publication_date":"2021-07-08","ids":{"openalex":"https://openalex.org/W3200565573","doi":"https://doi.org/10.1109/hsi52170.2021.9538710","mag":"3200565573"},"language":"en","primary_location":{"id":"doi:10.1109/hsi52170.2021.9538710","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hsi52170.2021.9538710","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 14th International Conference on Human System Interaction (HSI)","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/A5052436185","display_name":"Tomasz Kocejko","orcid":"https://orcid.org/0000-0002-2304-8942"},"institutions":[{"id":"https://openalex.org/I169333911","display_name":"Gda\u0144sk University of Technology","ror":"https://ror.org/006x4sc24","country_code":"PL","type":"education","lineage":["https://openalex.org/I169333911"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Tomasz Kocejko","raw_affiliation_strings":["Gdansk University of Technology, Gdansk, Poland"],"affiliations":[{"raw_affiliation_string":"Gdansk University of Technology, Gdansk, Poland","institution_ids":["https://openalex.org/I169333911"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5052436185"],"corresponding_institution_ids":["https://openalex.org/I169333911"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11646579,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"25","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.996999979019165,"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"}},{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9927999973297119,"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/autoencoder","display_name":"Autoencoder","score":0.9143106937408447},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7765148878097534},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7570050954818726},{"id":"https://openalex.org/keywords/gaze","display_name":"Gaze","score":0.7298081517219543},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.6174770593643188},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6043336987495422},{"id":"https://openalex.org/keywords/tracing","display_name":"Tracing","score":0.590988039970398},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.5583321452140808},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.5542183518409729},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.5369048118591309},{"id":"https://openalex.org/keywords/robotic-arm","display_name":"Robotic arm","score":0.4691767990589142},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4640921950340271},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.41428086161613464}],"concepts":[{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.9143106937408447},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7765148878097534},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7570050954818726},{"id":"https://openalex.org/C2779916870","wikidata":"https://www.wikidata.org/wiki/Q14467155","display_name":"Gaze","level":2,"score":0.7298081517219543},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.6174770593643188},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6043336987495422},{"id":"https://openalex.org/C138673069","wikidata":"https://www.wikidata.org/wiki/Q322229","display_name":"Tracing","level":2,"score":0.590988039970398},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.5583321452140808},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.5542183518409729},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.5369048118591309},{"id":"https://openalex.org/C150415221","wikidata":"https://www.wikidata.org/wiki/Q40687","display_name":"Robotic arm","level":2,"score":0.4691767990589142},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4640921950340271},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.41428086161613464},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/hsi52170.2021.9538710","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hsi52170.2021.9538710","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 14th International Conference on Human System Interaction (HSI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1965346310","https://openalex.org/W1981760815","https://openalex.org/W1983247339","https://openalex.org/W2097904002","https://openalex.org/W2153727374","https://openalex.org/W2182610002","https://openalex.org/W2254936423","https://openalex.org/W2338137253","https://openalex.org/W2743840294","https://openalex.org/W2745076160","https://openalex.org/W2766275160","https://openalex.org/W2781924583","https://openalex.org/W2795340004","https://openalex.org/W2806806521","https://openalex.org/W2990995515","https://openalex.org/W6685975529"],"related_works":["https://openalex.org/W3013693939","https://openalex.org/W2159052453","https://openalex.org/W2566616303","https://openalex.org/W3131327266","https://openalex.org/W4297051394","https://openalex.org/W2752972570","https://openalex.org/W2734887215","https://openalex.org/W2161294397","https://openalex.org/W2012644758","https://openalex.org/W2047559669"],"abstract_inverted_index":{"This":[0],"paper":[1,62],"presents":[2],"how":[3,66],"neural":[4],"networks":[5],"can":[6,71],"be":[7,72],"utilized":[8],"to":[9,32,83,92,101],"improve":[10,102],"the":[11,34,41,56,67,69,88,103,107,111,121],"accuracy":[12,39,70],"of":[13,18,36,38,40,80,87,120],"reach":[14],"and":[15],"grab":[16],"functionality":[17],"hybrid":[19,47],"prosthetic":[20],"arm":[21,89],"with":[22],"eye":[23,57,108],"tracing":[24],"interface.":[25,48],"The":[26,49,78,95],"LSTM":[27,112],"based":[28,51,113],"Autoencoder":[29,114],"was":[30,64,90,98],"introduced":[31],"overcome":[33],"problem":[35],"lack":[37],"gaze":[42,50],"tracking":[43,58],"modality":[44],"in":[45,116],"this":[46,61],"interaction":[52],"strongly":[53],"depends":[54],"on":[55],"hardware.":[59],"In":[60],"it":[63],"presented":[65],"overall":[68,122],"slightly":[73],"improved":[74],"by":[75,106],"software":[76],"solution.":[77],"cloud":[79],"points":[81],"related":[82],"possible":[84],"final":[85],"positions":[86],"created":[91],"train":[93],"Autoencoder.":[94],"trained":[96],"model":[97],"next":[99],"used":[100],"position":[104],"provided":[105],"tracker.":[109],"Using":[110],"resulted":[115],"nearly":[117],"3%":[118],"improvement":[119],"accuracy.":[123]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
