{"id":"https://openalex.org/W2968759447","doi":"https://doi.org/10.1007/978-3-030-26061-3_20","title":"Method for Multimodal Recognition of One-Handed Sign Language Gestures Through 3D Convolution and LSTM Neural Networks","display_name":"Method for Multimodal Recognition of One-Handed Sign Language Gestures Through 3D Convolution and LSTM Neural Networks","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2968759447","doi":"https://doi.org/10.1007/978-3-030-26061-3_20","mag":"2968759447"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-26061-3_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-26061-3_20","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/A5054300815","display_name":"Ildar Kagirov","orcid":"https://orcid.org/0000-0003-1196-1117"},"institutions":[{"id":"https://openalex.org/I4210103826","display_name":"St. Petersburg Institute for Informatics and Automation","ror":"https://ror.org/01ccb9w37","country_code":"RU","type":"facility","lineage":["https://openalex.org/I4210103826"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Ildar Kagirov","raw_affiliation_strings":["St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences, St. Petersburg, Russia"],"raw_orcid":"https://orcid.org/0000-0003-1196-1117","affiliations":[{"raw_affiliation_string":"St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences, St. Petersburg, Russia","institution_ids":["https://openalex.org/I4210103826"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008249311","display_name":"Dmitry Ryumin","orcid":"https://orcid.org/0000-0002-7935-0569"},"institutions":[{"id":"https://openalex.org/I4210103826","display_name":"St. Petersburg Institute for Informatics and Automation","ror":"https://ror.org/01ccb9w37","country_code":"RU","type":"facility","lineage":["https://openalex.org/I4210103826"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Dmitry Ryumin","raw_affiliation_strings":["St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences, St. Petersburg, Russia"],"raw_orcid":"https://orcid.org/0000-0002-7935-0569","affiliations":[{"raw_affiliation_string":"St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences, St. Petersburg, Russia","institution_ids":["https://openalex.org/I4210103826"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036332146","display_name":"Alexandr Axyonov","orcid":"https://orcid.org/0000-0002-7479-2851"},"institutions":[{"id":"https://openalex.org/I4210103826","display_name":"St. Petersburg Institute for Informatics and Automation","ror":"https://ror.org/01ccb9w37","country_code":"RU","type":"facility","lineage":["https://openalex.org/I4210103826"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Alexandr Axyonov","raw_affiliation_strings":["St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences, St. Petersburg, Russia"],"raw_orcid":"https://orcid.org/0000-0002-7479-2851","affiliations":[{"raw_affiliation_string":"St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences, St. Petersburg, Russia","institution_ids":["https://openalex.org/I4210103826"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5054300815"],"corresponding_institution_ids":["https://openalex.org/I4210103826"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.7441,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.65553898,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"191","last_page":"200"},"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":0.9872999787330627,"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":0.9747999906539917,"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":0.8951108455657959},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8350460529327393},{"id":"https://openalex.org/keywords/sign-language","display_name":"Sign language","score":0.8133159875869751},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7097461819648743},{"id":"https://openalex.org/keywords/sign","display_name":"Sign (mathematics)","score":0.6416431665420532},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.6314516067504883},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6000235676765442},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.5795767903327942},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5753911137580872},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.515593945980072},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4914947748184204},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4709388017654419},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.40956783294677734},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.08539694547653198},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.05797719955444336}],"concepts":[{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.8951108455657959},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8350460529327393},{"id":"https://openalex.org/C522192633","wikidata":"https://www.wikidata.org/wiki/Q34228","display_name":"Sign language","level":2,"score":0.8133159875869751},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7097461819648743},{"id":"https://openalex.org/C139676723","wikidata":"https://www.wikidata.org/wiki/Q1193832","display_name":"Sign (mathematics)","level":2,"score":0.6416431665420532},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.6314516067504883},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6000235676765442},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.5795767903327942},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5753911137580872},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.515593945980072},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4914947748184204},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4709388017654419},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40956783294677734},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.08539694547653198},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.05797719955444336},{"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},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-26061-3_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-26061-3_20","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":[{"id":"https://metadata.un.org/sdg/4","score":0.4300000071525574,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1536680647","https://openalex.org/W1588788171","https://openalex.org/W1812179614","https://openalex.org/W1977411777","https://openalex.org/W1983364832","https://openalex.org/W2064675550","https://openalex.org/W2087960546","https://openalex.org/W2121899951","https://openalex.org/W2153635508","https://openalex.org/W2163605009","https://openalex.org/W2318145034","https://openalex.org/W2346510896","https://openalex.org/W2464235600","https://openalex.org/W2471695703","https://openalex.org/W2475715656","https://openalex.org/W2526384350","https://openalex.org/W2552317450","https://openalex.org/W2557728737","https://openalex.org/W2559085405","https://openalex.org/W2564723404","https://openalex.org/W2607799870","https://openalex.org/W2609984075","https://openalex.org/W2613806194","https://openalex.org/W2615244166","https://openalex.org/W2621367454","https://openalex.org/W2753230933","https://openalex.org/W2791276322","https://openalex.org/W2793729727","https://openalex.org/W2802335815","https://openalex.org/W2903831537","https://openalex.org/W2906179618","https://openalex.org/W2909882887","https://openalex.org/W2952107819","https://openalex.org/W2953384591","https://openalex.org/W2963037989","https://openalex.org/W2963377935","https://openalex.org/W2964184470","https://openalex.org/W2964216094","https://openalex.org/W6600175564","https://openalex.org/W6600319451","https://openalex.org/W6600734602","https://openalex.org/W6713134421"],"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":null,"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}
