{"id":"https://openalex.org/W4206141909","doi":"https://doi.org/10.1109/ai-csp52968.2021.9671153","title":"Hand Gesture Recognition Based on LPQ and MRELBP Descriptors","display_name":"Hand Gesture Recognition Based on LPQ and MRELBP Descriptors","publication_year":2021,"publication_date":"2021-11-20","ids":{"openalex":"https://openalex.org/W4206141909","doi":"https://doi.org/10.1109/ai-csp52968.2021.9671153"},"language":"en","primary_location":{"id":"doi:10.1109/ai-csp52968.2021.9671153","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ai-csp52968.2021.9671153","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Artificial Intelligence for Cyber Security Systems and Privacy (AI-CSP)","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/A5008925033","display_name":"Assia Ould Hamou","orcid":null},"institutions":[{"id":"https://openalex.org/I157169809","display_name":"University of Sciences and Technology Houari Boumediene","ror":"https://ror.org/02kb89c09","country_code":"DZ","type":"education","lineage":["https://openalex.org/I157169809"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Assia Ould Hamou","raw_affiliation_strings":["Speech Communication and Signal Processing Laboratory, Faculty of Electronic and Computer Sciences, University of Sciences and Technology Houari Boumediene (USTHB), Algiers, Algeria"],"affiliations":[{"raw_affiliation_string":"Speech Communication and Signal Processing Laboratory, Faculty of Electronic and Computer Sciences, University of Sciences and Technology Houari Boumediene (USTHB), Algiers, Algeria","institution_ids":["https://openalex.org/I157169809"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062458220","display_name":"Fatma Zohra Chelali","orcid":"https://orcid.org/0000-0002-7510-3800"},"institutions":[{"id":"https://openalex.org/I157169809","display_name":"University of Sciences and Technology Houari Boumediene","ror":"https://ror.org/02kb89c09","country_code":"DZ","type":"education","lineage":["https://openalex.org/I157169809"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Fatma Zohra Chelali","raw_affiliation_strings":["Speech Communication and Signal Processing Laboratory, Faculty of Electronic and Computer Sciences, University of Sciences and Technology Houari Boumediene (USTHB), Algiers, Algeria"],"affiliations":[{"raw_affiliation_string":"Speech Communication and Signal Processing Laboratory, Faculty of Electronic and Computer Sciences, University of Sciences and Technology Houari Boumediene (USTHB), Algiers, Algeria","institution_ids":["https://openalex.org/I157169809"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5008925033"],"corresponding_institution_ids":["https://openalex.org/I157169809"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18175772,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9998999834060669,"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":0.9998999834060669,"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/T13382","display_name":"Robotics and Automated Systems","score":0.9593999981880188,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11285","display_name":"Hearing Impairment and Communication","score":0.9567000269889832,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.7766396403312683},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7362791299819946},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7001581192016602},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.6238274574279785},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5960281491279602},{"id":"https://openalex.org/keywords/sign-language","display_name":"Sign language","score":0.5849636197090149},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5558032393455505},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4949936270713806},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4528423845767975},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.45226752758026123},{"id":"https://openalex.org/keywords/learning-vector-quantization","display_name":"Learning vector quantization","score":0.44493311643600464}],"concepts":[{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.7766396403312683},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7362791299819946},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7001581192016602},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.6238274574279785},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5960281491279602},{"id":"https://openalex.org/C522192633","wikidata":"https://www.wikidata.org/wiki/Q34228","display_name":"Sign language","level":2,"score":0.5849636197090149},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5558032393455505},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4949936270713806},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4528423845767975},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.45226752758026123},{"id":"https://openalex.org/C40567965","wikidata":"https://www.wikidata.org/wiki/Q1820283","display_name":"Learning vector quantization","level":3,"score":0.44493311643600464},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ai-csp52968.2021.9671153","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ai-csp52968.2021.9671153","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Artificial Intelligence for Cyber Security Systems and Privacy (AI-CSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.7099999785423279,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W87480536","https://openalex.org/W304481040","https://openalex.org/W1548856942","https://openalex.org/W1607979445","https://openalex.org/W1932600547","https://openalex.org/W2030109855","https://openalex.org/W2040959765","https://openalex.org/W2079315848","https://openalex.org/W2080136396","https://openalex.org/W2121923445","https://openalex.org/W2146041414","https://openalex.org/W2171481940","https://openalex.org/W2172000360","https://openalex.org/W2293457052","https://openalex.org/W2543479242","https://openalex.org/W2899620248","https://openalex.org/W2982340840","https://openalex.org/W3003505303","https://openalex.org/W3009235575","https://openalex.org/W4239510810","https://openalex.org/W6610772333","https://openalex.org/W6681172410"],"related_works":["https://openalex.org/W4308478915","https://openalex.org/W4389049376","https://openalex.org/W1986488374","https://openalex.org/W3040456104","https://openalex.org/W2902873204","https://openalex.org/W2185750513","https://openalex.org/W2010878661","https://openalex.org/W3147379364","https://openalex.org/W2026258298","https://openalex.org/W3204639664"],"abstract_inverted_index":{"Gesture":[0],"is":[1,66,87],"an":[2,36,61],"important":[3],"communication":[4,24],"tool,":[5],"either":[6],"for":[7,22,117],"human-to-human":[8],"communication,":[9],"particularly":[10],"to":[11],"the":[12,19,27,69,75,84,90,98,110],"estimated":[13],"70":[14],"million":[15],"hearing-impaired":[16],"people":[17],"across":[18],"globe":[20],"or":[21],"Human-Machine":[23],"such":[25],"as":[26],"human-machine":[28],"interaction":[29],"(HMI).":[30],"In":[31],"this":[32],"paper,":[33],"we":[34],"propose":[35],"implementation":[37],"of":[38],"a":[39],"static":[40],"and":[41,57,74,97],"dynamic":[42,58],"gesture":[43],"recognition":[44,85,112],"system":[45,65],"using":[46,89,120],"three":[47],"databases":[48],"(American":[49],"Sign":[50,54],"Language":[51,55,119],"ASL,":[52],"Arabic":[53],"ArSL,":[56],"Clic)":[59],"in":[60],"uniform":[62],"background.":[63],"The":[64],"based":[67],"on":[68],"Local":[70,79],"Phase":[71],"Quantization":[72],"(LPQ)":[73],"Median":[76],"Robust":[77],"Extended":[78],"Binary":[80],"Pattern":[81],"(MRELBP)":[82],"where":[83,109],"task":[86],"applied":[88],"Radial":[91],"Basis":[92],"Function":[93],"Neural":[94],"Network":[95],"(RBF-NN)":[96],"Support":[99],"Vector":[100],"Machine":[101],"(SVM)":[102],"classification":[103],"techniques.":[104],"Satisfactory":[105],"results":[106],"were":[107],"obtained":[108],"best":[111],"rate":[113],"reached":[114],"97,5":[115],"%":[116],"American":[118],"LPQ":[121],"descriptor.":[122]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
