{"id":"https://openalex.org/W3195437714","doi":"https://doi.org/10.1109/cvprw53098.2021.00382","title":"Evaluating the Immediate Applicability of Pose Estimation for Sign Language Recognition","display_name":"Evaluating the Immediate Applicability of Pose Estimation for Sign Language Recognition","publication_year":2021,"publication_date":"2021-06-01","ids":{"openalex":"https://openalex.org/W3195437714","doi":"https://doi.org/10.1109/cvprw53098.2021.00382","mag":"3195437714"},"language":"en","primary_location":{"id":"doi:10.1109/cvprw53098.2021.00382","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvprw53098.2021.00382","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)","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/A5064189148","display_name":"Amit Moryossef","orcid":"https://orcid.org/0000-0003-0516-674X"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]},{"id":"https://openalex.org/I13955877","display_name":"Bar-Ilan University","ror":"https://ror.org/03kgsv495","country_code":"IL","type":"education","lineage":["https://openalex.org/I13955877"]}],"countries":["IL","US"],"is_corresponding":false,"raw_author_name":"Amit Moryossef","raw_affiliation_strings":["Bar Ilan University","Google"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bar Ilan University","institution_ids":["https://openalex.org/I13955877"]},{"raw_affiliation_string":"Google","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081080355","display_name":"Ioannis Tsochantaridis","orcid":null},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ioannis Tsochantaridis","raw_affiliation_strings":["Google"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Google","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087397797","display_name":"Joe Dinn","orcid":null},"institutions":[{"id":"https://openalex.org/I28290843","display_name":"University of Surrey","ror":"https://ror.org/00ks66431","country_code":"GB","type":"education","lineage":["https://openalex.org/I28290843"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Joe Dinn","raw_affiliation_strings":["University of Surrey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Surrey","institution_ids":["https://openalex.org/I28290843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058880614","display_name":"Necati Cihan Camg\u00f6z","orcid":"https://orcid.org/0000-0002-6866-4482"},"institutions":[{"id":"https://openalex.org/I28290843","display_name":"University of Surrey","ror":"https://ror.org/00ks66431","country_code":"GB","type":"education","lineage":["https://openalex.org/I28290843"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Necati Cihan Camgoz","raw_affiliation_strings":["University of Surrey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Surrey","institution_ids":["https://openalex.org/I28290843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044490167","display_name":"Richard Bowden","orcid":"https://orcid.org/0000-0003-3285-8020"},"institutions":[{"id":"https://openalex.org/I28290843","display_name":"University of Surrey","ror":"https://ror.org/00ks66431","country_code":"GB","type":"education","lineage":["https://openalex.org/I28290843"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Richard Bowden","raw_affiliation_strings":["University of Surrey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Surrey","institution_ids":["https://openalex.org/I28290843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063092424","display_name":"Tao Jiang","orcid":"https://orcid.org/0000-0001-8031-1287"},"institutions":[{"id":"https://openalex.org/I28290843","display_name":"University of Surrey","ror":"https://ror.org/00ks66431","country_code":"GB","type":"education","lineage":["https://openalex.org/I28290843"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Tao Jiang","raw_affiliation_strings":["University of Surrey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Surrey","institution_ids":["https://openalex.org/I28290843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051694298","display_name":"Annette Rios","orcid":"https://orcid.org/0000-0002-8943-3472"},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Annette Rios","raw_affiliation_strings":["University of Zurich"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Zurich","institution_ids":["https://openalex.org/I202697423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010842007","display_name":"Mathias M\u00fcller","orcid":"https://orcid.org/0000-0002-7879-3552"},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Mathias Muller","raw_affiliation_strings":["University of Zurich"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Zurich","institution_ids":["https://openalex.org/I202697423"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044706756","display_name":"Sarah Ebling","orcid":"https://orcid.org/0000-0001-6511-5085"},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Sarah Ebling","raw_affiliation_strings":["University of Zurich"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Zurich","institution_ids":["https://openalex.org/I202697423"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.8695,"has_fulltext":false,"cited_by_count":56,"citation_normalized_percentile":{"value":0.95738662,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"3429","last_page":"3435"},"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":0.9980999827384949,"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":0.9921000003814697,"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":0.7703874111175537},{"id":"https://openalex.org/keywords/sign-language","display_name":"Sign language","score":0.6925774216651917},{"id":"https://openalex.org/keywords/sign","display_name":"Sign (mathematics)","score":0.615129828453064},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5468978881835938},{"id":"https://openalex.org/keywords/pose","display_name":"Pose","score":0.47204598784446716},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.4496326446533203},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.41289839148521423},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.40882477164268494},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.12496009469032288},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1004362404346466},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0950833261013031}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7703874111175537},{"id":"https://openalex.org/C522192633","wikidata":"https://www.wikidata.org/wiki/Q34228","display_name":"Sign language","level":2,"score":0.6925774216651917},{"id":"https://openalex.org/C139676723","wikidata":"https://www.wikidata.org/wiki/Q1193832","display_name":"Sign (mathematics)","level":2,"score":0.615129828453064},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5468978881835938},{"id":"https://openalex.org/C52102323","wikidata":"https://www.wikidata.org/wiki/Q1671968","display_name":"Pose","level":2,"score":0.47204598784446716},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.4496326446533203},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.41289839148521423},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.40882477164268494},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.12496009469032288},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1004362404346466},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0950833261013031},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","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:10.1109/cvprw53098.2021.00382","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvprw53098.2021.00382","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899999737739563,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W1857789879","https://openalex.org/W1902237438","https://openalex.org/W1969724184","https://openalex.org/W1992016704","https://openalex.org/W2073246097","https://openalex.org/W2096976709","https://openalex.org/W2102564687","https://openalex.org/W2108598243","https://openalex.org/W2121480453","https://openalex.org/W2127091905","https://openalex.org/W2127141656","https://openalex.org/W2163605009","https://openalex.org/W2172156083","https://openalex.org/W2559085405","https://openalex.org/W2759302818","https://openalex.org/W2785694322","https://openalex.org/W2788495578","https://openalex.org/W2799020610","https://openalex.org/W2903314716","https://openalex.org/W2908497602","https://openalex.org/W2954798773","https://openalex.org/W2955425717","https://openalex.org/W2962730651","https://openalex.org/W2963403868","https://openalex.org/W2963488642","https://openalex.org/W2963524571","https://openalex.org/W2963876278","https://openalex.org/W2964253156","https://openalex.org/W2964297864","https://openalex.org/W2964304707","https://openalex.org/W3022360907","https://openalex.org/W3034765865","https://openalex.org/W3045437443","https://openalex.org/W3046544838","https://openalex.org/W3081562204","https://openalex.org/W3106076771","https://openalex.org/W3108425892","https://openalex.org/W3126423526","https://openalex.org/W3126451397","https://openalex.org/W3186585822","https://openalex.org/W4252684946","https://openalex.org/W4385245566","https://openalex.org/W6678163567","https://openalex.org/W6684191040","https://openalex.org/W6739901393","https://openalex.org/W6756891207","https://openalex.org/W6762718338","https://openalex.org/W6780755408","https://openalex.org/W6781480279","https://openalex.org/W6795086023"],"related_works":["https://openalex.org/W2123263858","https://openalex.org/W3127959533","https://openalex.org/W4387967917","https://openalex.org/W2110143569","https://openalex.org/W3122938442","https://openalex.org/W4387968151","https://openalex.org/W4386925306","https://openalex.org/W3132124459","https://openalex.org/W2946083937","https://openalex.org/W1989687946"],"abstract_inverted_index":{"Sign":[0],"languages":[1,4],"are":[2,27],"visual":[3],"produced":[5],"by":[6,58,86],"the":[7,10,48,59,75,78,88,92,101],"movement":[8],"of":[9,50,77,91,104],"hands,":[11],"face,":[12],"and":[13,41],"body.":[14],"In":[15],"this":[16,96],"paper,":[17],"we":[18],"evaluate":[19],"representations":[20,35],"based":[21],"on":[22,47],"skeleton":[23],"poses,":[24],"as":[25],"these":[26],"explainable,":[28],"person-independent,":[29],"privacy-preserving,":[30],"low-dimensional":[31],"representations.":[32],"Basically,":[33],"skeletal":[34,60,105],"generalize":[36],"over":[37],"an":[38],"individual\u2019s":[39],"appearance":[40],"background,":[42],"allowing":[43],"us":[44,98],"to":[45,82,99],"focus":[46],"recognition":[49,85,93],"motion.":[51],"But":[52],"how":[53],"much":[54],"information":[55],"is":[56],"lost":[57],"representation?":[61],"We":[62,73],"perform":[63],"two":[64,68],"independent":[65],"studies":[66],"using":[67],"state-of-the-art":[69],"pose":[70,79,106],"estimation":[71,80,107],"systems.":[72],"analyze":[74],"applicability":[76],"systems":[81],"sign":[83,110],"language":[84,111],"evaluating":[87],"failure":[89],"cases":[90],"models.":[94],"Importantly,":[95],"allows":[97],"characterize":[100],"current":[102],"limitations":[103],"approaches":[108],"in":[109],"recognition.":[112]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":17},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
