{"id":"https://openalex.org/W3039535601","doi":"https://doi.org/10.1145/3406601.3406634","title":"A 3D-CNN Siamese Network for Motion Gesture Sign Language Alphabets Recognition","display_name":"A 3D-CNN Siamese Network for Motion Gesture Sign Language Alphabets Recognition","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3039535601","doi":"https://doi.org/10.1145/3406601.3406634","mag":"3039535601"},"language":"en","primary_location":{"id":"doi:10.1145/3406601.3406634","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3406601.3406634","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th International Conference on Advances in Information Technology","raw_type":"proceedings-article"},"type":"conference-paper","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/A5080856422","display_name":"Hassaluk Jirathampradub","orcid":null},"institutions":[{"id":"https://openalex.org/I60837268","display_name":"King Mongkut's University of Technology Thonburi","ror":"https://ror.org/0057ax056","country_code":"TH","type":"education","lineage":["https://openalex.org/I60837268"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Hassaluk Jirathampradub","raw_affiliation_strings":["King Mongkut's University of Technology Thonburi, Bangkok, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King Mongkut's University of Technology Thonburi, Bangkok, Thailand","institution_ids":["https://openalex.org/I60837268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086642517","display_name":"Chakarida Nukoolkit","orcid":null},"institutions":[{"id":"https://openalex.org/I60837268","display_name":"King Mongkut's University of Technology Thonburi","ror":"https://ror.org/0057ax056","country_code":"TH","type":"education","lineage":["https://openalex.org/I60837268"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Chakarida Nukoolkit","raw_affiliation_strings":["King Mongkut's University of Technology Thonburi, Bangkok, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King Mongkut's University of Technology Thonburi, Bangkok, Thailand","institution_ids":["https://openalex.org/I60837268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026374277","display_name":"Kaneungjit Suriyathumrongkul","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kaneungjit Suriyathumrongkul","raw_affiliation_strings":["Cititel Co., Ltd., Bangkok, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cititel Co., Ltd., Bangkok, Thailand","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061816156","display_name":"Bunthit Watanapa","orcid":"https://orcid.org/0000-0002-2086-3706"},"institutions":[{"id":"https://openalex.org/I60837268","display_name":"King Mongkut's University of Technology Thonburi","ror":"https://ror.org/0057ax056","country_code":"TH","type":"education","lineage":["https://openalex.org/I60837268"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Bunthit Watanapa","raw_affiliation_strings":["King Mongkut's University of Technology Thonburi, Bangkok, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King Mongkut's University of Technology Thonburi, Bangkok, Thailand","institution_ids":["https://openalex.org/I60837268"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.05492589,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"1","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":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/T12740","display_name":"Gait Recognition and Analysis","score":0.9970999956130981,"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"}},{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.992900013923645,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.9238429069519043},{"id":"https://openalex.org/keywords/sign-language","display_name":"Sign language","score":0.7365986108779907},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7319945096969604},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.5975929498672485},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5902857184410095},{"id":"https://openalex.org/keywords/alphabet","display_name":"Alphabet","score":0.5005471706390381},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.4724828600883484},{"id":"https://openalex.org/keywords/confusion","display_name":"Confusion","score":0.4695604145526886},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4639752507209778},{"id":"https://openalex.org/keywords/sign","display_name":"Sign (mathematics)","score":0.42930787801742554},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.41389191150665283},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.37785181403160095},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.14367404580116272},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1134660542011261},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09090638160705566}],"concepts":[{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.9238429069519043},{"id":"https://openalex.org/C522192633","wikidata":"https://www.wikidata.org/wiki/Q34228","display_name":"Sign language","level":2,"score":0.7365986108779907},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7319945096969604},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.5975929498672485},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5902857184410095},{"id":"https://openalex.org/C112876837","wikidata":"https://www.wikidata.org/wiki/Q837518","display_name":"Alphabet","level":2,"score":0.5005471706390381},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.4724828600883484},{"id":"https://openalex.org/C2781140086","wikidata":"https://www.wikidata.org/wiki/Q557945","display_name":"Confusion","level":2,"score":0.4695604145526886},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4639752507209778},{"id":"https://openalex.org/C139676723","wikidata":"https://www.wikidata.org/wiki/Q1193832","display_name":"Sign (mathematics)","level":2,"score":0.42930787801742554},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.41389191150665283},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.37785181403160095},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.14367404580116272},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1134660542011261},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09090638160705566},{"id":"https://openalex.org/C11171543","wikidata":"https://www.wikidata.org/wiki/Q41630","display_name":"Psychoanalysis","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},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3406601.3406634","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3406601.3406634","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th International Conference on Advances in Information Technology","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8100000023841858,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W2070190112","https://openalex.org/W2095705004","https://openalex.org/W2113819043","https://openalex.org/W2767057451","https://openalex.org/W2799020610","https://openalex.org/W2951654630","https://openalex.org/W3091905774"],"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":{"Sign":[0,50],"language":[1],"recognition":[2,168],"is":[3,169],"developed":[4,109],"for":[5,79],"assisting":[6],"hearing-":[7],"and":[8,58,68,95,103,121,123,144,149],"speech-impaired":[9],"people":[10],"who":[11],"communicate":[12],"with":[13,89],"others":[14],"by":[15],"using":[16,72,147],"hand":[17],"gestures":[18,35],"as":[19,76],"a":[20,37,44,87,110],"nonverbal":[21],"communication.":[22],"The":[23,152],"system":[24],"aims":[25],"to":[26,36,118,132,163],"translate":[27],"still":[28],"images":[29,75],"or":[30,41],"video":[31],"frames":[32],"of":[33,43,56,61,98,138,154,157,166],"sign":[34],"corresponding":[38],"message,":[39],"word":[40],"alphabet":[42],"designated":[45],"language.":[46],"For":[47],"the":[48,80,90,125,136,139,145,155,160,164,167,173],"American":[49],"Language":[51],"(ASL),":[52],"there":[53],"are":[54,105],"alphabets":[55,101],"J":[57,102,120],"Z":[59,122],"out":[60],"26":[62],"letters":[63],"which":[64],"require":[65],"motion":[66],"gesture":[67,84],"cannot":[69],"be":[70],"recognized":[71],"static":[73],"2-dimension":[74],"usually":[77],"possible":[78],"others.":[81],"Their":[82],"starting":[83],"also":[85,170],"causes":[86],"confusion":[88],"other":[91],"alphabets,":[92],"esp.":[93],"I":[94],"D.":[96],"Samples":[97],"these":[99],"two":[100],"Z,":[104],"scarce.":[106],"This":[107],"paper":[108],"n-shot":[111],"3D-CNN":[112,141],"deep":[113],"learning":[114],"Siamese":[115,142,161],"network":[116,143],"model":[117,162],"recognize":[119],"address":[124],"said":[126],"problems.":[127],"Two":[128],"experiments":[129],"were":[130],"conducted":[131],"give":[133],"insight":[134],"into":[135],"performance":[137,165],"proposed":[140],"improvement":[146],"regularization":[148],"dilation":[150],"techniques.":[151],"effect":[153],"number":[156],"shot":[158],"in":[159,172],"provided":[171],"second":[174],"experiment.":[175]},"counts_by_year":[{"year":2024,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
