{"id":"https://openalex.org/W4400527798","doi":"https://doi.org/10.1109/fg59268.2024.10582029","title":"Transfer Learning for Cross-Dataset Isolated Sign Language Recognition in Under-Resourced Datasets","display_name":"Transfer Learning for Cross-Dataset Isolated Sign Language Recognition in Under-Resourced Datasets","publication_year":2024,"publication_date":"2024-05-27","ids":{"openalex":"https://openalex.org/W4400527798","doi":"https://doi.org/10.1109/fg59268.2024.10582029"},"language":"en","primary_location":{"id":"doi:10.1109/fg59268.2024.10582029","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fg59268.2024.10582029","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG)","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/A5032732638","display_name":"Ahmet Alp K\u0131nd\u0131ro\u011flu","orcid":"https://orcid.org/0000-0002-5299-1956"},"institutions":[{"id":"https://openalex.org/I4405392","display_name":"Bo\u011fazi\u00e7i University","ror":"https://ror.org/03z9tma90","country_code":"TR","type":"education","lineage":["https://openalex.org/I4405392"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Ahmet Alp Kindiroglu","raw_affiliation_strings":["Bogazici University,Department of Computer Engineering,Istanbul,Turkey"],"affiliations":[{"raw_affiliation_string":"Bogazici University,Department of Computer Engineering,Istanbul,Turkey","institution_ids":["https://openalex.org/I4405392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014081079","display_name":"\u00d6zg\u00fcr Kara","orcid":"https://orcid.org/0000-0003-1401-1723"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ozgur Kara","raw_affiliation_strings":["Georgia Institute of Technology,USA"],"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology,USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063879606","display_name":"O\u011fulcan \u00d6zdemir","orcid":"https://orcid.org/0000-0003-2459-2648"},"institutions":[{"id":"https://openalex.org/I4405392","display_name":"Bo\u011fazi\u00e7i University","ror":"https://ror.org/03z9tma90","country_code":"TR","type":"education","lineage":["https://openalex.org/I4405392"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ogulcan Ozdemir","raw_affiliation_strings":["Bogazici University,Department of Computer Engineering,Istanbul,Turkey"],"affiliations":[{"raw_affiliation_string":"Bogazici University,Department of Computer Engineering,Istanbul,Turkey","institution_ids":["https://openalex.org/I4405392"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064788653","display_name":"Lale Akarun","orcid":"https://orcid.org/0000-0002-8813-8084"},"institutions":[{"id":"https://openalex.org/I4405392","display_name":"Bo\u011fazi\u00e7i University","ror":"https://ror.org/03z9tma90","country_code":"TR","type":"education","lineage":["https://openalex.org/I4405392"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Lale Akarun","raw_affiliation_strings":["Bogazici University,Department of Computer Engineering,Istanbul,Turkey"],"affiliations":[{"raw_affiliation_string":"Bogazici University,Department of Computer Engineering,Istanbul,Turkey","institution_ids":["https://openalex.org/I4405392"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5032732638"],"corresponding_institution_ids":["https://openalex.org/I4405392"],"apc_list":null,"apc_paid":null,"fwci":1.9417,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.86007045,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9919000267982483,"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/T12740","display_name":"Gait Recognition and Analysis","score":0.9706000089645386,"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":0.759809136390686},{"id":"https://openalex.org/keywords/sign-language","display_name":"Sign language","score":0.6200904250144958},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6139289140701294},{"id":"https://openalex.org/keywords/sign","display_name":"Sign (mathematics)","score":0.6023158431053162},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5625051259994507},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4229607880115509},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3403087258338928},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09218090772628784},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.08363738656044006}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.759809136390686},{"id":"https://openalex.org/C522192633","wikidata":"https://www.wikidata.org/wiki/Q34228","display_name":"Sign language","level":2,"score":0.6200904250144958},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6139289140701294},{"id":"https://openalex.org/C139676723","wikidata":"https://www.wikidata.org/wiki/Q1193832","display_name":"Sign (mathematics)","level":2,"score":0.6023158431053162},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5625051259994507},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4229607880115509},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3403087258338928},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09218090772628784},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.08363738656044006},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fg59268.2024.10582029","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fg59268.2024.10582029","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W24089286","https://openalex.org/W1565327149","https://openalex.org/W1731081199","https://openalex.org/W1920090886","https://openalex.org/W2126579184","https://openalex.org/W2619947201","https://openalex.org/W2755802490","https://openalex.org/W2786808285","https://openalex.org/W2891726870","https://openalex.org/W2903314716","https://openalex.org/W2949813473","https://openalex.org/W2953127297","https://openalex.org/W2962711930","https://openalex.org/W2962730651","https://openalex.org/W2963076818","https://openalex.org/W2964288524","https://openalex.org/W2969619087","https://openalex.org/W2973194960","https://openalex.org/W2987427063","https://openalex.org/W2994274676","https://openalex.org/W2996249958","https://openalex.org/W2996281369","https://openalex.org/W3009828227","https://openalex.org/W3014096080","https://openalex.org/W3020922019","https://openalex.org/W3034269985","https://openalex.org/W3035576098","https://openalex.org/W3046544838","https://openalex.org/W3091182409","https://openalex.org/W3092336341","https://openalex.org/W3108425892","https://openalex.org/W3108496296","https://openalex.org/W3109093849","https://openalex.org/W3119069119","https://openalex.org/W3128793441","https://openalex.org/W3184215204","https://openalex.org/W3202477427","https://openalex.org/W3202716970","https://openalex.org/W3206600927","https://openalex.org/W3208937263","https://openalex.org/W4212986483","https://openalex.org/W4225286481","https://openalex.org/W4283161091","https://openalex.org/W4306831165","https://openalex.org/W6637618735","https://openalex.org/W6713955831","https://openalex.org/W6725448924","https://openalex.org/W6755916392"],"related_works":["https://openalex.org/W2110143569","https://openalex.org/W3122938442","https://openalex.org/W3201126466","https://openalex.org/W4379621602","https://openalex.org/W4294690766","https://openalex.org/W2159815235","https://openalex.org/W3204710839","https://openalex.org/W2025206082","https://openalex.org/W2164424388","https://openalex.org/W1989687946"],"abstract_inverted_index":{"Sign":[0],"language":[1,44,88],"recognition":[2,59,89],"(SLR)":[3],"has":[4],"recently":[5],"achieved":[6],"a":[7,35,67,83],"breakthrough":[8],"in":[9,60],"performance":[10],"thanks":[11],"to":[12,91],"deep":[13],"neural":[14],"networks":[15],"trained":[16],"on":[17,42],"large":[18],"annotated":[19,29,54],"sign":[20,26,43,62,87],"datasets.":[21,80],"Of":[22],"the":[23],"many":[24],"different":[25],"languages,":[27],"these":[28],"datasets":[30],"are":[31],"only":[32],"available":[33,69],"for":[34,58],"select":[36],"few.":[37],"Since":[38],"acquiring":[39],"gloss-level":[40],"labels":[41],"videos":[45],"is":[46,56,116],"difficult,":[47],"learning":[48,72,96,115,122],"by":[49],"transferring":[50],"knowledge":[51],"from":[52,74],"existing":[53,76],"sources":[55],"useful":[57],"under-resourced":[61],"languages.":[63],"This":[64],"study":[65],"provides":[66],"publicly":[68],"cross-dataset":[70,104],"transfer":[71,95,105,114,121],"benchmark":[73],"two":[75],"public":[77],"Turkish":[78],"SLR":[79],"We":[81],"use":[82],"temporal":[84],"graph":[85],"convolution-based":[86],"approach":[90],"evaluate":[92],"five":[93],"supervised":[94,120],"approaches":[97],"and":[98,102],"experiment":[99],"with":[100,118],"closed-set":[101],"partial-set":[103],"learning.":[106],"Experiments":[107],"demonstrate":[108],"that":[109],"improvement":[110],"over":[111],"finetuning":[112],"based":[113],"possible":[117],"specialised":[119],"methods.":[123]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}
