{"id":"https://openalex.org/W4401251963","doi":"https://doi.org/10.1007/s10209-024-01139-6","title":"Hand gesture recognition for user-defined textual inputs and gestures","display_name":"Hand gesture recognition for user-defined textual inputs and gestures","publication_year":2024,"publication_date":"2024-08-02","ids":{"openalex":"https://openalex.org/W4401251963","doi":"https://doi.org/10.1007/s10209-024-01139-6"},"language":"en","primary_location":{"id":"doi:10.1007/s10209-024-01139-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10209-024-01139-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10209-024-01139-6.pdf","source":{"id":"https://openalex.org/S30338973","display_name":"Universal Access in the Information Society","issn_l":"1615-5289","issn":["1615-5289","1615-5297"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Universal Access in the Information Society","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10209-024-01139-6.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041361274","display_name":"Jindi Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I190082696","display_name":"Durham University","ror":"https://ror.org/01v29qb04","country_code":"GB","type":"education","lineage":["https://openalex.org/I190082696"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Jindi Wang","raw_affiliation_strings":["Durham University, Durham, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Durham University, Durham, UK","institution_ids":["https://openalex.org/I190082696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066817758","display_name":"Ioannis Ivrissimtzis","orcid":"https://orcid.org/0000-0002-3380-1889"},"institutions":[{"id":"https://openalex.org/I190082696","display_name":"Durham University","ror":"https://ror.org/01v29qb04","country_code":"GB","type":"education","lineage":["https://openalex.org/I190082696"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Ioannis Ivrissimtzis","raw_affiliation_strings":["Durham University, Durham, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Durham University, Durham, UK","institution_ids":["https://openalex.org/I190082696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052703378","display_name":"Zhaoxing Li","orcid":"https://orcid.org/0000-0003-3560-3461"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Zhaoxing Li","raw_affiliation_strings":["University of Southampton, Southampton, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southampton, Southampton, UK","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100427516","display_name":"Lei Shi","orcid":"https://orcid.org/0000-0001-7119-3207"},"institutions":[{"id":"https://openalex.org/I84884186","display_name":"Newcastle University","ror":"https://ror.org/01kj2bm70","country_code":"GB","type":"education","lineage":["https://openalex.org/I84884186"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Lei Shi","raw_affiliation_strings":["Newcastle University, Newcastle, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Newcastle University, Newcastle, UK","institution_ids":["https://openalex.org/I84884186"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5041361274","https://openalex.org/A5052703378","https://openalex.org/A5066817758","https://openalex.org/A5100427516"],"corresponding_institution_ids":["https://openalex.org/I190082696","https://openalex.org/I43439940","https://openalex.org/I84884186"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":2.4584,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.88738711,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"24","issue":"2","first_page":"1315","last_page":"1329"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":1.0,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9961000084877014,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9883999824523926,"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/gesture","display_name":"Gesture","score":0.9113249778747559},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8600646257400513},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.6738176345825195},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5495945811271667},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5114032626152039},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.4571797847747803},{"id":"https://openalex.org/keywords/variation","display_name":"Variation (astronomy)","score":0.4421568214893341},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44078564643859863},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.33188754320144653},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07656136155128479}],"concepts":[{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.9113249778747559},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8600646257400513},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.6738176345825195},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5495945811271667},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5114032626152039},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.4571797847747803},{"id":"https://openalex.org/C2778334786","wikidata":"https://www.wikidata.org/wiki/Q1586270","display_name":"Variation (astronomy)","level":2,"score":0.4421568214893341},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44078564643859863},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.33188754320144653},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07656136155128479},{"id":"https://openalex.org/C44870925","wikidata":"https://www.wikidata.org/wiki/Q37547","display_name":"Astrophysics","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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s10209-024-01139-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10209-024-01139-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10209-024-01139-6.pdf","source":{"id":"https://openalex.org/S30338973","display_name":"Universal Access in the Information Society","issn_l":"1615-5289","issn":["1615-5289","1615-5297"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Universal Access in the Information Society","raw_type":"journal-article"},{"id":"pmh:oai:eprints.soton.ac.uk:493964","is_oa":false,"landing_page_url":"http://doi.org/10.1007/s10209-024-01139-6>).","pdf_url":null,"source":{"id":"https://openalex.org/S4306401019","display_name":"ePrints Soton (University of Southampton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I43439940","host_organization_name":"University of Southampton","host_organization_lineage":["https://openalex.org/I43439940"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:durham-repository.worktribe.com:2743076","is_oa":true,"landing_page_url":"https://durham-repository.worktribe.com/output/2743076","pdf_url":"https://durham-repository.worktribe.com/file/2743076/1/Published%20Journal%20Article%20%28Advance%20Online%20Version%29","source":{"id":"https://openalex.org/S4306400188","display_name":"Durham Research Online (Durham University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I190082696","host_organization_name":"Durham University","host_organization_lineage":["https://openalex.org/I190082696"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"publishedVersion"}],"best_oa_location":{"id":"doi:10.1007/s10209-024-01139-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10209-024-01139-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10209-024-01139-6.pdf","source":{"id":"https://openalex.org/S30338973","display_name":"Universal Access in the Information Society","issn_l":"1615-5289","issn":["1615-5289","1615-5297"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Universal Access in the Information Society","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3633359643","display_name":null,"funder_award_id":"EP/V022067/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G6694090053","display_name":"Turing AI Fellowship: Citizen-Centric AI Systems","funder_award_id":"EP/V022067/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G6981231480","display_name":"AutoTrust: Designing a Human-Centered Trusted, Secure, Intelligent and Usable Internet of Vehicles","funder_award_id":"EP/R029563/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8114687778","display_name":null,"funder_award_id":"R029563","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401251963.pdf"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W123678610","https://openalex.org/W593558681","https://openalex.org/W1488514787","https://openalex.org/W1545424562","https://openalex.org/W1906516266","https://openalex.org/W1969049312","https://openalex.org/W1977995219","https://openalex.org/W1989656694","https://openalex.org/W2015776973","https://openalex.org/W2028292455","https://openalex.org/W2096976709","https://openalex.org/W2151385710","https://openalex.org/W2152620854","https://openalex.org/W2154790436","https://openalex.org/W2161304134","https://openalex.org/W2161755782","https://openalex.org/W2175992854","https://openalex.org/W2516844836","https://openalex.org/W2552886112","https://openalex.org/W2590251362","https://openalex.org/W2607849830","https://openalex.org/W2743239999","https://openalex.org/W2767316934","https://openalex.org/W2792183839","https://openalex.org/W2799020610","https://openalex.org/W2895638065","https://openalex.org/W2902930927","https://openalex.org/W2912886600","https://openalex.org/W2913362834","https://openalex.org/W2921243003","https://openalex.org/W2952554695","https://openalex.org/W2960786913","https://openalex.org/W2963738673","https://openalex.org/W2967444779","https://openalex.org/W3013985383","https://openalex.org/W3044285175","https://openalex.org/W3085053693","https://openalex.org/W3093742205","https://openalex.org/W3108316907","https://openalex.org/W3134496813","https://openalex.org/W3161657383","https://openalex.org/W3210514413","https://openalex.org/W4377200610","https://openalex.org/W6600514347","https://openalex.org/W6604197611","https://openalex.org/W6819111113"],"related_works":["https://openalex.org/W2902873204","https://openalex.org/W2185750513","https://openalex.org/W2010878661","https://openalex.org/W3147379364","https://openalex.org/W2026258298","https://openalex.org/W3204639664","https://openalex.org/W2970836791","https://openalex.org/W2805039731","https://openalex.org/W2989699735","https://openalex.org/W4322710567"],"abstract_inverted_index":{"Abstract":[0],"Despite":[1],"recent":[2],"progress,":[3],"hand":[4,47,65,72,80],"gesture":[5,81],"recognition,":[6],"a":[7,78,85,96,139],"highly":[8],"regarded":[9],"method":[10],"of":[11,26,45,52,108,134],"human":[12],"computer":[13],"interaction,":[14],"still":[15],"faces":[16],"considerable":[17],"challenges.":[18],"In":[19,69],"this":[20],"paper,":[21],"we":[22],"address":[23],"the":[24,42,50,106,109,113,135,150],"problem":[25],"individual":[27],"user":[28,140,147],"style":[29],"variation,":[30],"which":[31],"can":[32],"significantly":[33],"affect":[34],"system":[35,151],"performance.":[36],"While":[37],"previous":[38,118],"work":[39],"only":[40],"supports":[41],"manual":[43],"inclusion":[44],"customized":[46],"gestures":[48,66,73],"in":[49,152],"context":[51],"very":[53],"specific":[54],"application":[55],"settings,":[56],"here,":[57],"an":[58],"effective,":[59],"adaptable":[60],"graphical":[61],"interface,":[62],"supporting":[63],"user-defined":[64],"is":[67],"introduced.":[68],"our":[70],"system,":[71],"are":[74],"personalized":[75],"by":[76],"training":[77,114,124],"camera-based":[79],"recognition":[82,119,136],"model":[83],"for":[84],"particular":[86],"user,":[87],"using":[88],"data":[89,110],"just":[90],"from":[91],"that":[92,121],"user.":[93],"We":[94],"employ":[95],"lightweight":[97],"Multilayer":[98],"Perceptron":[99],"architecture":[100],"based":[101],"on":[102,149],"contrastive":[103],"learning,":[104],"reducing":[105],"size":[107],"needed":[111],"and":[112,131,143],"timeframes":[115],"compared":[116],"to":[117],"models":[120],"require":[122],"massive":[123],"datasets.":[125],"Experimental":[126],"results":[127],"demonstrate":[128],"rapid":[129],"convergence":[130],"satisfactory":[132],"accuracy":[133],"model,":[137],"while":[138],"study":[141],"collects":[142],"analyses":[144],"some":[145],"initial":[146],"feedback":[148],"deployment.":[153]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}