{"id":"https://openalex.org/W2974184675","doi":"https://doi.org/10.1145/3348445.3348452","title":"Thai Sign Language Recognition Using 3D Convolutional Neural Networks","display_name":"Thai Sign Language Recognition Using 3D Convolutional Neural Networks","publication_year":2019,"publication_date":"2019-07-27","ids":{"openalex":"https://openalex.org/W2974184675","doi":"https://doi.org/10.1145/3348445.3348452","mag":"2974184675"},"language":"en","primary_location":{"id":"doi:10.1145/3348445.3348452","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3348445.3348452","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 7th International Conference on Computer and Communications Management","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/A5069763222","display_name":"Nutisa Sripairojthikoon","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":true,"raw_author_name":"Nutisa Sripairojthikoon","raw_affiliation_strings":["Department of Computer Engineering, King Mongkut's University of Technology Thonburi, Bangkok, Thailand"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, King Mongkut's University of Technology Thonburi, Bangkok, Thailand","institution_ids":["https://openalex.org/I60837268"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059866793","display_name":"Jaturon Harnsomburana","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":"Jaturon Harnsomburana","raw_affiliation_strings":["Department of Computer Engineering, King Mongkut's University of Technology Thonburi, Bangkok, Thailand"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, King Mongkut's University of Technology Thonburi, Bangkok, Thailand","institution_ids":["https://openalex.org/I60837268"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5069763222"],"corresponding_institution_ids":["https://openalex.org/I60837268"],"apc_list":null,"apc_paid":null,"fwci":0.5082,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.66648673,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"186","last_page":"189"},"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":0.9986000061035156,"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/T12740","display_name":"Gait Recognition and Analysis","score":0.9865000247955322,"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/computer-science","display_name":"Computer science","score":0.8551883697509766},{"id":"https://openalex.org/keywords/sign-language","display_name":"Sign language","score":0.7351357340812683},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7022331953048706},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6808665990829468},{"id":"https://openalex.org/keywords/vocabulary","display_name":"Vocabulary","score":0.5791119337081909},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5427610278129578},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.4758448600769043},{"id":"https://openalex.org/keywords/sign","display_name":"Sign (mathematics)","score":0.4459816813468933},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4273444414138794},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.387650728225708},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.33561086654663086}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8551883697509766},{"id":"https://openalex.org/C522192633","wikidata":"https://www.wikidata.org/wiki/Q34228","display_name":"Sign language","level":2,"score":0.7351357340812683},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7022331953048706},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6808665990829468},{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.5791119337081909},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5427610278129578},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.4758448600769043},{"id":"https://openalex.org/C139676723","wikidata":"https://www.wikidata.org/wiki/Q1193832","display_name":"Sign (mathematics)","level":2,"score":0.4459816813468933},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4273444414138794},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.387650728225708},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.33561086654663086},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3348445.3348452","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3348445.3348452","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 7th International Conference on Computer and Communications Management","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.8199999928474426}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1522734439","https://openalex.org/W1983364832","https://openalex.org/W2007168849","https://openalex.org/W2185668953","https://openalex.org/W2964081342","https://openalex.org/W4256016028"],"related_works":["https://openalex.org/W2110143569","https://openalex.org/W2349784553","https://openalex.org/W3122938442","https://openalex.org/W3022596247","https://openalex.org/W2601444686","https://openalex.org/W4307058054","https://openalex.org/W4292238148","https://openalex.org/W4379621602","https://openalex.org/W4294690766","https://openalex.org/W1989687946"],"abstract_inverted_index":{"Translating":[0],"sign":[1,13,36,62],"language":[2,14,63,92],"is":[3,47,84,134,151],"a":[4,35,41,48,58,85],"complicating":[5],"and":[6,23,77,109,122,149],"challenging":[7],"task":[8],"due":[9],"to":[10,33,39,100,160],"complexity":[11],"of":[12,60,87,103,120,146],"structures":[15],"including":[16],"hand":[17,19,21,107],"shapes,":[18,108],"orientation,":[20],"movements,":[22],"facial":[24],"expression.":[25],"Existing":[26],"approaches":[27],"generally":[28],"used":[29],"complex":[30],"handcrafted":[31],"features":[32,46,79],"recognize":[34],"language.":[37],"However,":[38],"build":[40],"model":[42,59,133],"based":[43],"on":[44],"those":[45],"difficult":[49],"task.":[50],"To":[51,113],"deal":[52],"with":[53,126,136],"this":[54],"problem,":[55],"we":[56],"proposed":[57,116],"Thai":[61,90],"recognition":[64],"using":[65,97],"3D":[66],"Convolutional":[67],"Neural":[68],"Network":[69],"(3DCNN)":[70],"which":[71,158],"can":[72],"automatically":[73],"learn":[74],"both":[75],"temporal":[76],"spatial":[78],"from":[80],"data.":[81],"Our":[82],"data":[83],"collection":[86],"64":[88],"isolated":[89],"signs":[91],"vocabulary":[93],"as":[94,152,154],"video":[95],"stream":[96,121],"Microsoft":[98],"Kinect":[99],"acquire":[101],"information":[102,123,150],"color,":[104],"depth,":[105],"skeleton,":[106],"whole":[110],"body":[111],"movement.":[112],"evaluate":[114],"our":[115],"approach,":[117],"different":[118,147],"kind":[119],"are":[124],"tested":[125],"the":[127,144,155],"best":[128],"empirical":[129],"model.":[130],"The":[131,139],"selected":[132],"3DCNN":[135],"kernel":[137],"3\u00d73\u00d73.":[138],"experimental":[140],"results":[141],"demonstrated":[142],"that":[143],"accuracy":[145],"input":[148],"high":[153],"highest":[156],"97.7%":[157],"belong":[159],"skeleton":[161],"dataset.":[162]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}