{"id":"https://openalex.org/W3041029363","doi":"https://doi.org/10.1007/978-3-030-50017-7_32","title":"Experimental Study on Improvement of Sign Language Motion Classification Performance Using Pre-trained Network Models","display_name":"Experimental Study on Improvement of Sign Language Motion Classification Performance Using Pre-trained Network Models","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3041029363","doi":"https://doi.org/10.1007/978-3-030-50017-7_32","mag":"3041029363"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-50017-7_32","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-50017-7_32","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"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/A5021119611","display_name":"Kaito Kawaguchi","orcid":null},"institutions":[{"id":"https://openalex.org/I182069643","display_name":"Kanagawa Institute of Technology","ror":"https://ror.org/007gj5v75","country_code":"JP","type":"education","lineage":["https://openalex.org/I182069643"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kaito Kawaguchi","raw_affiliation_strings":["Department of Information and Computer Sciences, Kanagawa Institute of Technology, Atsugi, Kanagawa, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information and Computer Sciences, Kanagawa Institute of Technology, Atsugi, Kanagawa, Japan","institution_ids":["https://openalex.org/I182069643"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100687862","display_name":"Zhizhong Wang","orcid":"https://orcid.org/0000-0002-9677-3264"},"institutions":[{"id":"https://openalex.org/I182069643","display_name":"Kanagawa Institute of Technology","ror":"https://ror.org/007gj5v75","country_code":"JP","type":"education","lineage":["https://openalex.org/I182069643"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Zhizhong Wang","raw_affiliation_strings":["Department of Information and Computer Sciences, Kanagawa Institute of Technology, Atsugi, Kanagawa, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information and Computer Sciences, Kanagawa Institute of Technology, Atsugi, Kanagawa, Japan","institution_ids":["https://openalex.org/I182069643"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029410678","display_name":"Tomoki Kuniwa","orcid":null},"institutions":[{"id":"https://openalex.org/I182069643","display_name":"Kanagawa Institute of Technology","ror":"https://ror.org/007gj5v75","country_code":"JP","type":"education","lineage":["https://openalex.org/I182069643"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tomoki Kuniwa","raw_affiliation_strings":["Department of Information and Computer Sciences, Kanagawa Institute of Technology, Atsugi, Kanagawa, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information and Computer Sciences, Kanagawa Institute of Technology, Atsugi, Kanagawa, Japan","institution_ids":["https://openalex.org/I182069643"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039257991","display_name":"Paporn Daraseneeyakul","orcid":null},"institutions":[{"id":"https://openalex.org/I158708052","display_name":"Chulalongkorn University","ror":"https://ror.org/028wp3y58","country_code":"TH","type":"education","lineage":["https://openalex.org/I158708052"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Paporn Daraseneeyakul","raw_affiliation_strings":["Department of Mechanical Engineering, Chulalongkorn University, Bangkok, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Chulalongkorn University, Bangkok, Thailand","institution_ids":["https://openalex.org/I158708052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010819846","display_name":"Phaphimon Veerakiatikit","orcid":null},"institutions":[{"id":"https://openalex.org/I158708052","display_name":"Chulalongkorn University","ror":"https://ror.org/028wp3y58","country_code":"TH","type":"education","lineage":["https://openalex.org/I158708052"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Phaphimon Veerakiatikit","raw_affiliation_strings":["Department of Mechanical Engineering, Chulalongkorn University, Bangkok, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Chulalongkorn University, Bangkok, Thailand","institution_ids":["https://openalex.org/I158708052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108277062","display_name":"Eiji Ohta","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Eiji Ohta","raw_affiliation_strings":["Freelance, Iruma, Saitama, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Freelance, Iruma, Saitama, Japan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084049345","display_name":"Hiromitsu Nishimura","orcid":null},"institutions":[{"id":"https://openalex.org/I182069643","display_name":"Kanagawa Institute of Technology","ror":"https://ror.org/007gj5v75","country_code":"JP","type":"education","lineage":["https://openalex.org/I182069643"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hiromitsu Nishimura","raw_affiliation_strings":["Department of Information and Computer Sciences, Kanagawa Institute of Technology, Atsugi, Kanagawa, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information and Computer Sciences, Kanagawa Institute of Technology, Atsugi, Kanagawa, Japan","institution_ids":["https://openalex.org/I182069643"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044257058","display_name":"Hiroshi Tanaka","orcid":"https://orcid.org/0000-0001-9296-2642"},"institutions":[{"id":"https://openalex.org/I182069643","display_name":"Kanagawa Institute of Technology","ror":"https://ror.org/007gj5v75","country_code":"JP","type":"education","lineage":["https://openalex.org/I182069643"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hiroshi Tanaka","raw_affiliation_strings":["Department of Information and Computer Sciences, Kanagawa Institute of Technology, Atsugi, Kanagawa, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information and Computer Sciences, Kanagawa Institute of Technology, Atsugi, Kanagawa, Japan","institution_ids":["https://openalex.org/I182069643"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"433","last_page":"446"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9945999979972839,"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/T11285","display_name":"Hearing Impairment and Communication","score":0.9778000116348267,"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/computer-science","display_name":"Computer science","score":0.8603634834289551},{"id":"https://openalex.org/keywords/sign-language","display_name":"Sign language","score":0.8531395196914673},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.7431253790855408},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5558192729949951},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.5413190722465515},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5064049959182739},{"id":"https://openalex.org/keywords/sign","display_name":"Sign (mathematics)","score":0.48892346024513245},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.4600721299648285},{"id":"https://openalex.org/keywords/american-sign-language","display_name":"American Sign Language","score":0.45740583539009094},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.43357953429222107},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3593769073486328},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3426666855812073}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8603634834289551},{"id":"https://openalex.org/C522192633","wikidata":"https://www.wikidata.org/wiki/Q34228","display_name":"Sign language","level":2,"score":0.8531395196914673},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.7431253790855408},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5558192729949951},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.5413190722465515},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5064049959182739},{"id":"https://openalex.org/C139676723","wikidata":"https://www.wikidata.org/wiki/Q1193832","display_name":"Sign (mathematics)","level":2,"score":0.48892346024513245},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.4600721299648285},{"id":"https://openalex.org/C2776737515","wikidata":"https://www.wikidata.org/wiki/Q14759","display_name":"American Sign Language","level":3,"score":0.45740583539009094},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.43357953429222107},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3593769073486328},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3426666855812073},{"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},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-50017-7_32","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-50017-7_32","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8600000143051147,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W119403003","https://openalex.org/W1534477342","https://openalex.org/W1929903369","https://openalex.org/W2101040242","https://openalex.org/W2103485549","https://openalex.org/W2288074780","https://openalex.org/W2565345033","https://openalex.org/W2615421610","https://openalex.org/W3004959296"],"related_works":["https://openalex.org/W3107474891","https://openalex.org/W3020378759","https://openalex.org/W2133472220","https://openalex.org/W2037887258","https://openalex.org/W2276932819","https://openalex.org/W2127908414","https://openalex.org/W1976386588","https://openalex.org/W2062265162","https://openalex.org/W2562606077","https://openalex.org/W2198823914"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
