{"id":"https://openalex.org/W7139921084","doi":"https://doi.org/10.1016/j.procs.2026.01.100","title":"Hand Gesture Recognition for Human-Computer Interaction using Deep Learning Approach","display_name":"Hand Gesture Recognition for Human-Computer Interaction using Deep Learning Approach","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7139921084","doi":"https://doi.org/10.1016/j.procs.2026.01.100"},"language":"en","primary_location":{"id":"doi:10.1016/j.procs.2026.01.100","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2026.01.100","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1016/j.procs.2026.01.100","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073467974","display_name":"Nuha Jameel Ibrahim","orcid":"https://orcid.org/0000-0002-1681-9884"},"institutions":[{"id":"https://openalex.org/I171256487","display_name":"University of Technology - Iraq","ror":"https://ror.org/01w1ehb86","country_code":"IQ","type":"education","lineage":["https://openalex.org/I171256487"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Nuha Jameel Ibrahim","raw_affiliation_strings":["Computer Sciences college,University of Technology, Baghdad, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Sciences college,University of Technology, Baghdad, Iraq","institution_ids":["https://openalex.org/I171256487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045594764","display_name":"Yossra Hussain Ali","orcid":null},"institutions":[{"id":"https://openalex.org/I171256487","display_name":"University of Technology - Iraq","ror":"https://ror.org/01w1ehb86","country_code":"IQ","type":"education","lineage":["https://openalex.org/I171256487"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Yossra Hussain Ali","raw_affiliation_strings":["Computer Sciences college,University of Technology, Baghdad, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Sciences college,University of Technology, Baghdad, Iraq","institution_ids":["https://openalex.org/I171256487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007650288","display_name":"Israa Akram Alzuabidi","orcid":"https://orcid.org/0000-0003-0605-0650"},"institutions":[{"id":"https://openalex.org/I135120706","display_name":"University of Baghdad","ror":"https://ror.org/007f1da21","country_code":"IQ","type":"education","lineage":["https://openalex.org/I135120706"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Israa Akram Fadhil Alzuabidi","raw_affiliation_strings":["Collage of Arts, Continuing of Education, University of Baghdad, Baghdad, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Collage of Arts, Continuing of Education, University of Baghdad, Baghdad, Iraq","institution_ids":["https://openalex.org/I135120706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002040454","display_name":"Amjed Abbas Ahmed","orcid":"https://orcid.org/0000-0001-6069-2967"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Amjed Abbas Ahmed","raw_affiliation_strings":["Center for Artificial Intelligent Technology, Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia, Bangi, Malaysia, Imam Al Kadhum College (IKC), Department of Computer Science, University of Technology, Baghdad, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Artificial Intelligent Technology, Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia, Bangi, Malaysia, Imam Al Kadhum College (IKC), Department of Computer Science, University of Technology, Baghdad, Iraq","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126557030","display_name":"Bushra Saadoon Mohammed","orcid":null},"institutions":[{"id":"https://openalex.org/I3131981612","display_name":"Al Mansour University College","ror":"https://ror.org/02pk0yz95","country_code":"IQ","type":"education","lineage":["https://openalex.org/I3131981612"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Bushra Saadoon Mohammed","raw_affiliation_strings":["Department of English, Al-Mansour University College, Baghdad, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of English, Al-Mansour University College, Baghdad, Iraq","institution_ids":["https://openalex.org/I3131981612"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130241147","display_name":"Nidal A.Al-Dmour","orcid":null},"institutions":[{"id":"https://openalex.org/I21173400","display_name":"Mutah University","ror":"https://ror.org/008g9ns82","country_code":"JO","type":"education","lineage":["https://openalex.org/I21173400"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Nidal A.Al-Dmour","raw_affiliation_strings":["Department of Computer Engineering, College of Engineering, Mutah University, Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, College of Engineering, Mutah University, Jordan","institution_ids":["https://openalex.org/I21173400"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035466557","display_name":"Marwan M. Abdeldayem","orcid":"https://orcid.org/0000-0002-9103-9802"},"institutions":[{"id":"https://openalex.org/I4210163116","display_name":"Applied Science University","ror":"https://ror.org/059zrbe49","country_code":"BH","type":"education","lineage":["https://openalex.org/I4210163116"]}],"countries":["BH"],"is_corresponding":false,"raw_author_name":"Marwan Abdeldayem","raw_affiliation_strings":["College of Administrative Sciences, Applied Science University (ASU), Kingdom of Bahrain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Administrative Sciences, Applied Science University (ASU), Kingdom of Bahrain","institution_ids":["https://openalex.org/I4210163116"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5002040454"],"corresponding_institution_ids":["https://openalex.org/I885383172"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.51085191,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"275","issue":null,"first_page":"876","last_page":"884"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9440000057220459,"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":0.9440000057220459,"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":0.016100000590085983,"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/T10789","display_name":"Interactive and Immersive Displays","score":0.0026000000070780516,"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/deep-learning","display_name":"Deep learning","score":0.7498000264167786},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.5141000151634216},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.45579999685287476},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34929999709129333},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.2897000014781952}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9132999777793884},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7498000264167786},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7215999960899353},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.5141000151634216},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.45579999685287476},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39800000190734863},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.396699994802475},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34929999709129333},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.328900009393692},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.2897000014781952},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.2644999921321869},{"id":"https://openalex.org/C132900626","wikidata":"https://www.wikidata.org/wiki/Q7534733","display_name":"Sketch recognition","level":4,"score":0.26089999079704285},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.25999999046325684},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.2540000081062317}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.procs.2026.01.100","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2026.01.100","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.procs.2026.01.100","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2026.01.100","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W2075338093","https://openalex.org/W2089513492","https://openalex.org/W2995397335","https://openalex.org/W3037541906","https://openalex.org/W3042899078","https://openalex.org/W3126740550","https://openalex.org/W3127000115","https://openalex.org/W3127684275","https://openalex.org/W3154916101","https://openalex.org/W3197755046","https://openalex.org/W4205089003","https://openalex.org/W4206743938","https://openalex.org/W4283734641","https://openalex.org/W4285285893","https://openalex.org/W4303980394","https://openalex.org/W4309009981","https://openalex.org/W4316590938","https://openalex.org/W4319659910","https://openalex.org/W4360864224","https://openalex.org/W4367842578","https://openalex.org/W4382136402","https://openalex.org/W4385700346","https://openalex.org/W4386122566","https://openalex.org/W4387935946","https://openalex.org/W4388679684","https://openalex.org/W4388828979","https://openalex.org/W4392554486","https://openalex.org/W4396553703","https://openalex.org/W4396793060","https://openalex.org/W4399468713","https://openalex.org/W4399563613","https://openalex.org/W4400733770","https://openalex.org/W4401067555","https://openalex.org/W4402568227","https://openalex.org/W4402877857","https://openalex.org/W4403020904","https://openalex.org/W4403104615","https://openalex.org/W4403111444","https://openalex.org/W4403372109","https://openalex.org/W4403426680","https://openalex.org/W4403938618","https://openalex.org/W4404228668"],"related_works":[],"abstract_inverted_index":{"Gesture":[0,57],"recognition":[1,58,64],"is":[2,7,126],"still":[3],"developing":[4],"rapidly":[5],"and":[6,23,40,61,121,163,175],"a":[8,69,161],"major":[9],"part":[10],"of":[11,26,34,46,72,90,96,103,106,112,178],"human-computer":[12,74],"interactions":[13],"(HCI),":[14],"which":[15],"aims":[16],"to":[17,52,138,142,155],"provide":[18],"users":[19,152],"with":[20,28,77,135,157,170],"more":[21,54],"intuitive":[22],"natural":[24],"ways":[25],"communication":[27],"the":[29,53,78,88,94,101,110,113,140,158,179,187],"computer.":[30],"The":[31],"traditional":[32],"methods":[33,86],"HCI,":[35],"such":[36],"as":[37,109],"keyboards,":[38],"mice,":[39],"touchscreens,":[41],"have":[42],"their":[43],"own":[44],"set":[45],"limitations,":[47],"especially,":[48],"when":[49],"it":[50],"comes":[51],"flexible":[55],"hardware.":[56],"in":[59,65,93,100,147,160,186],"general":[60],"hand":[62,91,107,145],"gesture":[63],"particular,":[66],"has":[67],"been":[68],"viable":[70],"modality":[71],"non-contact":[73],"interaction":[75],"(HCI)":[76],"devices.":[79],"This":[80],"research":[81],"focuses":[82],"on":[83],"machine":[84,129],"learning-based":[85],"for":[87,173],"control":[89],"gestures":[92,99,108],"execution":[95,102,111],"common":[97,104,115],"tasks":[98,105],"most":[114],"tasks,":[116],"i.e.,":[117],"changing":[118],"pages,":[119],"scrolling,":[120],"doing":[122],"other":[123],"interactive":[124],"functions,":[125],"performed.":[127],"Here,":[128],"learning":[130],"algorithms":[131],"are":[132,153,183],"utilized":[133],"along":[134,169],"sensor":[136],"data":[137],"train":[139],"system":[141],"identify":[143],"user":[144,176],"movements":[146],"real-time.":[148],"Through":[149],"this":[150],"method,":[151],"enabled":[154],"interact":[156],"application":[159],"fast":[162],"easy":[164],"way.":[165],"Their":[166],"technical":[167],"problems":[168],"possible":[171],"improvements":[172],"performance":[174],"experience":[177],"gesture-based":[180],"HCI":[181],"systems":[182],"also":[184],"addressed":[185],"paper.":[188]},"counts_by_year":[],"updated_date":"2026-04-30T09:15:22.047038","created_date":"2026-03-21T00:00:00"}