{"id":"https://openalex.org/W3183532498","doi":"https://doi.org/10.1007/978-3-030-82565-2_3","title":"An Optimized Seven-Layer Convolutional Neural Network with Data Augmentation for Classification of Chinese Fingerspelling Sign Language","display_name":"An Optimized Seven-Layer Convolutional Neural Network with Data Augmentation for Classification of Chinese Fingerspelling Sign Language","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3183532498","doi":"https://doi.org/10.1007/978-3-030-82565-2_3","mag":"3183532498"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-82565-2_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-82565-2_3","pdf_url":null,"source":{"id":"https://openalex.org/S4393917809","display_name":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","issn_l":"1867-8211","issn":["1867-8211","1867-822X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","raw_type":"book-chapter"},"type":"book-chapter","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/A5034234899","display_name":"Yalan Gao","orcid":"https://orcid.org/0009-0005-5536-1852"},"institutions":[{"id":"https://openalex.org/I152031979","display_name":"Nanjing Normal University","ror":"https://ror.org/036trcv74","country_code":"CN","type":"education","lineage":["https://openalex.org/I152031979"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yalan Gao","raw_affiliation_strings":["Nanjing Normal University of Special Education, Nanjing, 210038, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing Normal University of Special Education, Nanjing, 210038, China","institution_ids":["https://openalex.org/I152031979"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100553902","display_name":"Rongxin Zhu","orcid":"https://orcid.org/0000-0001-5133-0868"},"institutions":[{"id":"https://openalex.org/I152031979","display_name":"Nanjing Normal University","ror":"https://ror.org/036trcv74","country_code":"CN","type":"education","lineage":["https://openalex.org/I152031979"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rongxin Zhu","raw_affiliation_strings":["Nanjing Normal University of Special Education, Nanjing, 210038, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing Normal University of Special Education, Nanjing, 210038, China","institution_ids":["https://openalex.org/I152031979"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070186501","display_name":"Ruina Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I152031979","display_name":"Nanjing Normal University","ror":"https://ror.org/036trcv74","country_code":"CN","type":"education","lineage":["https://openalex.org/I152031979"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruina Gao","raw_affiliation_strings":["Nanjing Normal University of Special Education, Nanjing, 210038, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing Normal University of Special Education, Nanjing, 210038, China","institution_ids":["https://openalex.org/I152031979"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102503148","display_name":"Yuxiang Weng","orcid":null},"institutions":[{"id":"https://openalex.org/I152031979","display_name":"Nanjing Normal University","ror":"https://ror.org/036trcv74","country_code":"CN","type":"education","lineage":["https://openalex.org/I152031979"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxiang Weng","raw_affiliation_strings":["Nanjing Normal University of Special Education, Nanjing, 210038, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing Normal University of Special Education, Nanjing, 210038, China","institution_ids":["https://openalex.org/I152031979"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051052332","display_name":"Xianwei Jiang","orcid":"https://orcid.org/0000-0001-9854-6682"},"institutions":[{"id":"https://openalex.org/I152031979","display_name":"Nanjing Normal University","ror":"https://ror.org/036trcv74","country_code":"CN","type":"education","lineage":["https://openalex.org/I152031979"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianwei Jiang","raw_affiliation_strings":["Nanjing Normal University of Special Education, Nanjing, 210038, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing Normal University of Special Education, Nanjing, 210038, China","institution_ids":["https://openalex.org/I152031979"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5034234899"],"corresponding_institution_ids":["https://openalex.org/I152031979"],"apc_list":null,"apc_paid":null,"fwci":1.0254,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.69372694,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"21","last_page":"42"},"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/T12740","display_name":"Gait Recognition and Analysis","score":0.9898999929428101,"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":0.9814000129699707,"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":0.7680245637893677},{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.7644792199134827},{"id":"https://openalex.org/keywords/dropout","display_name":"Dropout (neural networks)","score":0.762543261051178},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7095211744308472},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.5500461459159851},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5074204802513123},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.49012359976768494},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4872528612613678},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.48318496346473694},{"id":"https://openalex.org/keywords/sign-language","display_name":"Sign language","score":0.48277202248573303},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.47857168316841125},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4767083525657654},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4700768291950226},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4578830301761627},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.4476449191570282},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.22118225693702698}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7680245637893677},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.7644792199134827},{"id":"https://openalex.org/C2776145597","wikidata":"https://www.wikidata.org/wiki/Q25339462","display_name":"Dropout (neural networks)","level":2,"score":0.762543261051178},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7095211744308472},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.5500461459159851},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5074204802513123},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.49012359976768494},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4872528612613678},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.48318496346473694},{"id":"https://openalex.org/C522192633","wikidata":"https://www.wikidata.org/wiki/Q34228","display_name":"Sign language","level":2,"score":0.48277202248573303},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.47857168316841125},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4767083525657654},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4700768291950226},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4578830301761627},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.4476449191570282},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.22118225693702698},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","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:10.1007/978-3-030-82565-2_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-82565-2_3","pdf_url":null,"source":{"id":"https://openalex.org/S4393917809","display_name":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","issn_l":"1867-8211","issn":["1867-8211","1867-822X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.8299999833106995}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W168558832","https://openalex.org/W2125834953","https://openalex.org/W2133289482","https://openalex.org/W2350276439","https://openalex.org/W2562399047","https://openalex.org/W2585183681","https://openalex.org/W2753852778","https://openalex.org/W2765682143","https://openalex.org/W2770131355","https://openalex.org/W2789370848","https://openalex.org/W2845081339","https://openalex.org/W2889344312","https://openalex.org/W2899401578","https://openalex.org/W2899547849","https://openalex.org/W2910819494","https://openalex.org/W2943971163","https://openalex.org/W2970281653","https://openalex.org/W2977260030","https://openalex.org/W2980010725","https://openalex.org/W3013593317","https://openalex.org/W3015399579","https://openalex.org/W3019198469","https://openalex.org/W3026456179","https://openalex.org/W3042479187","https://openalex.org/W3044907535","https://openalex.org/W3081832026","https://openalex.org/W3111198054","https://openalex.org/W3119074785","https://openalex.org/W4232834834"],"related_works":["https://openalex.org/W3082178636","https://openalex.org/W1521968289","https://openalex.org/W2782041652","https://openalex.org/W2952088488","https://openalex.org/W2392157706","https://openalex.org/W2591697403","https://openalex.org/W2599192953","https://openalex.org/W2612657834","https://openalex.org/W2792147139","https://openalex.org/W2953716828"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2025-10-10T00:00:00"}