{"id":"https://openalex.org/W4386691745","doi":"https://doi.org/10.1145/3581961.3609889","title":"Advancing Dynamic Hand Gesture Recognition in Driving Scenarios with Synthetic Data","display_name":"Advancing Dynamic Hand Gesture Recognition in Driving Scenarios with Synthetic Data","publication_year":2023,"publication_date":"2023-09-12","ids":{"openalex":"https://openalex.org/W4386691745","doi":"https://doi.org/10.1145/3581961.3609889"},"language":"en","primary_location":{"id":"doi:10.1145/3581961.3609889","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3581961.3609889","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adjunct Proceedings of the 15th International Conference on Automotive User Interfaces and Interactive Vehicular Applications","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/A5001132716","display_name":"Amr Gomaa","orcid":"https://orcid.org/0000-0003-0955-3181"},"institutions":[{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Amr Gomaa","raw_affiliation_strings":["German Research Center for Artificial Intelligence (DFKI), Germany and Saarland Informatics Campus, Germany"],"affiliations":[{"raw_affiliation_string":"German Research Center for Artificial Intelligence (DFKI), Germany and Saarland Informatics Campus, Germany","institution_ids":["https://openalex.org/I33256026"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092858820","display_name":"Robin Zitt","orcid":"https://orcid.org/0009-0006-2282-0407"},"institutions":[{"id":"https://openalex.org/I91712215","display_name":"Saarland University","ror":"https://ror.org/01jdpyv68","country_code":"DE","type":"education","lineage":["https://openalex.org/I91712215"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Robin Zitt","raw_affiliation_strings":["Saarland Informatics Campus, Germany"],"affiliations":[{"raw_affiliation_string":"Saarland Informatics Campus, Germany","institution_ids":["https://openalex.org/I91712215"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028984741","display_name":"Guillermo Reyes","orcid":"https://orcid.org/0000-0003-4064-8605"},"institutions":[{"id":"https://openalex.org/I33256026","display_name":"German Research Centre for Artificial Intelligence","ror":"https://ror.org/01ayc5b57","country_code":"DE","type":"funder","lineage":["https://openalex.org/I33256026"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Guillermo Reyes","raw_affiliation_strings":["German Research Center for Artificial Intelligence (DFKI), Germany"],"affiliations":[{"raw_affiliation_string":"German Research Center for Artificial Intelligence (DFKI), Germany","institution_ids":["https://openalex.org/I33256026"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5001132716"],"corresponding_institution_ids":["https://openalex.org/I33256026"],"apc_list":null,"apc_paid":null,"fwci":0.345,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.5913087,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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":0.9968000054359436,"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/T10914","display_name":"Tactile and Sensory Interactions","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.8720725178718567},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.839756965637207},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.7749122381210327},{"id":"https://openalex.org/keywords/generalizability-theory","display_name":"Generalizability theory","score":0.7039733529090881},{"id":"https://openalex.org/keywords/overfitting","display_name":"Overfitting","score":0.657736599445343},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5747824311256409},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.5356046557426453},{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.4728032946586609},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4711545705795288},{"id":"https://openalex.org/keywords/automotive-industry","display_name":"Automotive industry","score":0.43032971024513245},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3974290192127228},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37140464782714844},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.13051876425743103},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09057548642158508}],"concepts":[{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.8720725178718567},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.839756965637207},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.7749122381210327},{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.7039733529090881},{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.657736599445343},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5747824311256409},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.5356046557426453},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.4728032946586609},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4711545705795288},{"id":"https://openalex.org/C526921623","wikidata":"https://www.wikidata.org/wiki/Q190117","display_name":"Automotive industry","level":2,"score":0.43032971024513245},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3974290192127228},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37140464782714844},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.13051876425743103},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09057548642158508},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3581961.3609889","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3581961.3609889","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adjunct Proceedings of the 15th International Conference on Automotive User Interfaces and Interactive Vehicular Applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5552155465","display_name":null,"funder_award_id":"01IW20008","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G7437303098","display_name":null,"funder_award_id":"01IS17043","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"}],"funders":[{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1968270609","https://openalex.org/W2015527519","https://openalex.org/W2038975019","https://openalex.org/W2110502920","https://openalex.org/W2471695703","https://openalex.org/W2533610534","https://openalex.org/W2535125107","https://openalex.org/W2782816442","https://openalex.org/W2800751464","https://openalex.org/W2885867245","https://openalex.org/W2896580704","https://openalex.org/W2901907583","https://openalex.org/W2905858552","https://openalex.org/W2909828897","https://openalex.org/W2913362834","https://openalex.org/W2948483049","https://openalex.org/W2962778061","https://openalex.org/W2968997458","https://openalex.org/W3005254336","https://openalex.org/W3007133850","https://openalex.org/W3019335159","https://openalex.org/W3025070102","https://openalex.org/W3101051770","https://openalex.org/W3130218528","https://openalex.org/W3153098317","https://openalex.org/W4312223147"],"related_works":["https://openalex.org/W4362597605","https://openalex.org/W1574414179","https://openalex.org/W4297676672","https://openalex.org/W3009056573","https://openalex.org/W2922073769","https://openalex.org/W4281702477","https://openalex.org/W2490526372","https://openalex.org/W4376166922","https://openalex.org/W4220972140","https://openalex.org/W3161120485"],"abstract_inverted_index":{"Creating":[0],"a":[1],"diverse":[2],"and":[3,20,50,62,76,82,89,107,117],"comprehensive":[4],"dataset":[5,120],"of":[6,54,127],"hand":[7,45,63],"gestures":[8],"for":[9,131],"dynamic":[10],"human-machine":[11],"interfaces":[12],"in":[13,119],"the":[14,52,125],"automotive":[15,132],"domain":[16],"can":[17,108],"be":[18],"challenging":[19],"time-consuming.":[21],"To":[22],"overcome":[23],"this":[24],"challenge,":[25],"we":[26,71],"propose":[27],"using":[28],"synthetic":[29],"gesture":[30,59,104,128],"datasets":[31],"generated":[32,66],"by":[33],"virtual":[34],"3D":[35],"models.":[36],"Our":[37],"framework":[38],"utilizes":[39],"Unreal":[40],"Engine":[41],"to":[42,67,91],"synthesize":[43],"realistic":[44],"gestures,":[46],"offering":[47],"customization":[48],"options":[49],"reducing":[51],"risk":[53],"overfitting.":[55],"Multiple":[56],"variants,":[57],"including":[58],"speed,":[60],"performance,":[61],"shape,":[64],"are":[65],"improve":[68],"generalizability.":[69],"Additionally,":[70],"simulate":[72],"different":[73],"camera":[74],"locations":[75],"types,":[77],"such":[78],"as":[79],"RGB,":[80],"infrared,":[81],"depth":[83],"cameras,":[84],"without":[85],"incurring":[86],"additional":[87],"time":[88,116],"cost":[90],"obtain":[92],"these":[93],"cameras.":[94],"Experimental":[95],"results":[96],"demonstrate":[97],"that":[98],"our":[99,122],"proposed":[100],"framework,":[101],"SynthoGestures1,":[102],"enhances":[103],"recognition":[105,129],"accuracy":[106],"replace":[109],"or":[110],"augment":[111],"real-hand":[112],"datasets.":[113],"By":[114],"saving":[115],"effort":[118],"creation,":[121],"tool":[123],"accelerates":[124],"development":[126],"systems":[130],"applications.":[133]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
