{"id":"https://openalex.org/W3095570043","doi":"https://doi.org/10.21437/interspeech.2020-2691","title":"Multimodal Sign Language Recognition via Temporal Deformable Convolutional Sequence Learning","display_name":"Multimodal Sign Language Recognition via Temporal Deformable Convolutional Sequence Learning","publication_year":2020,"publication_date":"2020-10-25","ids":{"openalex":"https://openalex.org/W3095570043","doi":"https://doi.org/10.21437/interspeech.2020-2691","mag":"3095570043"},"language":"en","primary_location":{"id":"doi:10.21437/interspeech.2020-2691","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2020-2691","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2020","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/A5054654614","display_name":"Katerina Papadimitriou","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Katerina Papadimitriou","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5024184433","display_name":"Gerasimos Potamianos","orcid":"https://orcid.org/0000-0002-9833-7124"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gerasimos Potamianos","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.5462,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.90170009,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"2752","last_page":"2756"},"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/T11285","display_name":"Hearing Impairment and Communication","score":0.9890000224113464,"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"}},{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9876999855041504,"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/computer-science","display_name":"Computer science","score":0.7894910573959351},{"id":"https://openalex.org/keywords/sign-language","display_name":"Sign language","score":0.6769330501556396},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5993264317512512},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.5068550705909729},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.47770455479621887},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4292709529399872},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.21335256099700928}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7894910573959351},{"id":"https://openalex.org/C522192633","wikidata":"https://www.wikidata.org/wiki/Q34228","display_name":"Sign language","level":2,"score":0.6769330501556396},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5993264317512512},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.5068550705909729},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.47770455479621887},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4292709529399872},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.21335256099700928},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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":2,"locations":[{"id":"doi:10.21437/interspeech.2020-2691","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2020-2691","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2020","raw_type":"proceedings-article"},{"id":"pmh:oai:ir.lib.uth.gr:11615/77586","is_oa":false,"landing_page_url":"http://hdl.handle.net/11615/77586","pdf_url":null,"source":{"id":"https://openalex.org/S4306400243","display_name":"University of Thessaly Institutional Repository (University of Thessaly)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I145722265","host_organization_name":"University of Thessaly","host_organization_lineage":["https://openalex.org/I145722265"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH","raw_type":"conferenceItem"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W11747580","https://openalex.org/W581810680","https://openalex.org/W782320757","https://openalex.org/W2064675550","https://openalex.org/W2097501508","https://openalex.org/W2108598243","https://openalex.org/W2188882108","https://openalex.org/W2194775991","https://openalex.org/W2346219687","https://openalex.org/W2548527721","https://openalex.org/W2592320538","https://openalex.org/W2601564443","https://openalex.org/W2772956121","https://openalex.org/W2799020610","https://openalex.org/W2799262584","https://openalex.org/W2897208343","https://openalex.org/W2899771611","https://openalex.org/W2904518066","https://openalex.org/W2948139159","https://openalex.org/W2962907269","https://openalex.org/W2963488642","https://openalex.org/W2963738673","https://openalex.org/W2963820951","https://openalex.org/W2963970792","https://openalex.org/W2964121744","https://openalex.org/W2964258094","https://openalex.org/W2964265128","https://openalex.org/W2966395094","https://openalex.org/W2972557472","https://openalex.org/W2991087169","https://openalex.org/W3006562626","https://openalex.org/W3034765865","https://openalex.org/W3102516861"],"related_works":["https://openalex.org/W4294690766","https://openalex.org/W4379621602","https://openalex.org/W2159815235","https://openalex.org/W3204710839","https://openalex.org/W4313558729","https://openalex.org/W4252111416","https://openalex.org/W3180640527","https://openalex.org/W4248380062","https://openalex.org/W4309852445","https://openalex.org/W3192589309"],"abstract_inverted_index":{"In":[0],"this":[1,76,82],"paper":[2],"we":[3,43],"address":[4],"the":[5,24,45,78],"challenging":[6],"problem":[7],"of":[8,26,29,47,58,84],"sign":[9,102],"language":[10,103],"recognition":[11],"(SLR)":[12],"from":[13],"videos,":[14],"introducing":[15],"an":[16],"end-to-end":[17],"deep":[18],"learning":[19],"approach":[20,108],"that":[21],"relies":[22],"on":[23,100],"fusion":[25],"a":[27,36,65,85],"number":[28],"spatio-temporal":[30],"feature":[31],"streams,":[32],"as":[33,35,53,55],"well":[34,54],"fully":[37,86],"convolutional":[38,68,87,94],"encoder-decoder":[39,70,90],"for":[40,71],"prediction.":[41],"Specifically,":[42],"examine":[44],"contribution":[46],"optical":[48],"flow,":[49],"human":[50],"skeletal":[51],"features,":[52],"appearance":[56],"features":[57],"handshapes":[59],"and":[60,105],"mouthing,":[61],"in":[62,81],"conjunction":[63],"with":[64],"temporal":[66,92],"deformable":[67,93],"attention-based":[69,89],"SLR.":[72],"To":[73],"our":[74,107],"knowledge,":[75],"is":[77],"first":[79],"use":[80],"task":[83],"multi-step":[88],"employing":[91],"block":[95],"structures.":[96],"We":[97],"conduct":[98],"experiments":[99],"three":[101],"datasets":[104],"compare":[106],"to":[109],"existing":[110],"state-of-the-art":[111],"SLR":[112],"methods,":[113],"demonstrating":[114],"its":[115],"superiority.":[116],"\u00a9":[117],"2020":[118],"ISCA":[119]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":6}],"updated_date":"2026-08-15T07:11:24.734988","created_date":"2025-10-10T00:00:00"}
