{"id":"https://openalex.org/W4400527392","doi":"https://doi.org/10.1109/fg59268.2024.10581954","title":"CCDb-HG: Novel Annotations and Gaze-Aware Representations for Head Gesture Recognition","display_name":"CCDb-HG: Novel Annotations and Gaze-Aware Representations for Head Gesture Recognition","publication_year":2024,"publication_date":"2024-05-27","ids":{"openalex":"https://openalex.org/W4400527392","doi":"https://doi.org/10.1109/fg59268.2024.10581954"},"language":"en","primary_location":{"id":"doi:10.1109/fg59268.2024.10581954","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/fg59268.2024.10581954","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":"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/A5094186794","display_name":"Pierre Vuillecard","orcid":null},"institutions":[{"id":"https://openalex.org/I7495430","display_name":"Idiap Research Institute","ror":"https://ror.org/05932h694","country_code":"CH","type":"facility","lineage":["https://openalex.org/I7495430"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Pierre Vuillecard","raw_affiliation_strings":["Idiap Research Institute,Martigny,Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Idiap Research Institute,Martigny,Switzerland","institution_ids":["https://openalex.org/I7495430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080361200","display_name":"Arya Farkhondeh","orcid":null},"institutions":[{"id":"https://openalex.org/I7495430","display_name":"Idiap Research Institute","ror":"https://ror.org/05932h694","country_code":"CH","type":"facility","lineage":["https://openalex.org/I7495430"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Arya Farkhondeh","raw_affiliation_strings":["Idiap Research Institute,Martigny,Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Idiap Research Institute,Martigny,Switzerland","institution_ids":["https://openalex.org/I7495430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081010545","display_name":"Michael Villamizar","orcid":"https://orcid.org/0000-0002-2066-6665"},"institutions":[{"id":"https://openalex.org/I7495430","display_name":"Idiap Research Institute","ror":"https://ror.org/05932h694","country_code":"CH","type":"facility","lineage":["https://openalex.org/I7495430"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Michael Villamizar","raw_affiliation_strings":["Idiap Research Institute,Martigny,Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Idiap Research Institute,Martigny,Switzerland","institution_ids":["https://openalex.org/I7495430"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053358969","display_name":"Jean\u2010Marc Odobez","orcid":"https://orcid.org/0000-0002-9537-9898"},"institutions":[{"id":"https://openalex.org/I7495430","display_name":"Idiap Research Institute","ror":"https://ror.org/05932h694","country_code":"CH","type":"facility","lineage":["https://openalex.org/I7495430"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Jean-Marc Odobez","raw_affiliation_strings":["Idiap Research Institute,Martigny,Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Idiap Research Institute,Martigny,Switzerland","institution_ids":["https://openalex.org/I7495430"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I7495430"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1166466,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"8","issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9972000122070312,"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":0.9972000122070312,"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/T13382","display_name":"Robotics and Automated Systems","score":0.9595000147819519,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T11285","display_name":"Hearing Impairment and Communication","score":0.9412999749183655,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/gaze","display_name":"Gaze","score":0.8235923647880554},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7428004741668701},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.6660126447677612},{"id":"https://openalex.org/keywords/head","display_name":"Head (geology)","score":0.6462012529373169},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.5290716290473938},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.504224419593811},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.40417715907096863},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.35621219873428345},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.05587628483772278}],"concepts":[{"id":"https://openalex.org/C2779916870","wikidata":"https://www.wikidata.org/wiki/Q14467155","display_name":"Gaze","level":2,"score":0.8235923647880554},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7428004741668701},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.6660126447677612},{"id":"https://openalex.org/C2780312720","wikidata":"https://www.wikidata.org/wiki/Q5689100","display_name":"Head (geology)","level":2,"score":0.6462012529373169},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.5290716290473938},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.504224419593811},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.40417715907096863},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.35621219873428345},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.05587628483772278},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fg59268.2024.10581954","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/fg59268.2024.10581954","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":[{"score":0.46000000834465027,"id":"https://metadata.un.org/sdg/5","display_name":"Gender equality"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W103775403","https://openalex.org/W1924770834","https://openalex.org/W1980693216","https://openalex.org/W2053494381","https://openalex.org/W2058389206","https://openalex.org/W2062614785","https://openalex.org/W2064675550","https://openalex.org/W2087900392","https://openalex.org/W2112618815","https://openalex.org/W2117497855","https://openalex.org/W2130403448","https://openalex.org/W2161782031","https://openalex.org/W2165300920","https://openalex.org/W2171757151","https://openalex.org/W2244956059","https://openalex.org/W2325967156","https://openalex.org/W2510642588","https://openalex.org/W2533399636","https://openalex.org/W2550143307","https://openalex.org/W2551393996","https://openalex.org/W2620664872","https://openalex.org/W2801478690","https://openalex.org/W2805941539","https://openalex.org/W2892035503","https://openalex.org/W2963853051","https://openalex.org/W3096147990","https://openalex.org/W3101667008","https://openalex.org/W3108715150","https://openalex.org/W3197791834","https://openalex.org/W4307823382","https://openalex.org/W6600764209","https://openalex.org/W6640212811","https://openalex.org/W6773827925","https://openalex.org/W6783296100","https://openalex.org/W7056783974"],"related_works":["https://openalex.org/W2902873204","https://openalex.org/W2185750513","https://openalex.org/W2010878661","https://openalex.org/W3147379364","https://openalex.org/W2026258298","https://openalex.org/W3204639664","https://openalex.org/W2970836791","https://openalex.org/W2805039731","https://openalex.org/W2989699735","https://openalex.org/W4322710567"],"abstract_inverted_index":{"Despite":[0],"remarkable":[1],"progress":[2],"in":[3,17,55,90,108,154,201],"various":[4,193],"human":[5],"behavior":[6],"perception":[7],"tasks,":[8],"head":[9,50,79,106,118,134],"gesture":[10,51,72],"recognition":[11,73],"(HGR)":[12],"has":[13],"received":[14],"limited":[15],"attention":[16,121,138],"terms":[18],"of":[19,94,129,195],"datasets,":[20],"benchmarks,":[21],"and":[22,33,120,164,197,214],"methods.":[23],"In":[24,131,158],"this":[25,31,202],"work,":[26],"we":[27,39,86,160,207],"aim":[28],"to":[29,88,96,169,182],"address":[30],"gap":[32],"make":[34],"two":[35,113,156],"main":[36,114],"contributions.":[37],"First,":[38],"densely":[40],"annotated":[41],"the":[42,56,92,103,133,148,155,171,210],"existing":[43],"large-scale":[44],"conversational":[45],"dataset":[46],"CCDb":[47],"with":[48,137],"diverse":[49],"categories.":[52],"This":[53,100],"results":[54],"CCDb-HG":[57,211],"dataset,":[58],"which":[59],"can":[60,140],"serve":[61],"as":[62,84,176,178],"a":[63],"comprehensive":[64],"benchmark":[65],"for":[66,143],"HGR":[67,196,215],"research.":[68],"Secondly,":[69],"while":[70],"previous":[71],"methods":[74],"have":[75],"largely":[76],"relied":[77],"on":[78,186],"pose":[80],"or":[81,127],"facial":[82],"landmarks":[83],"input,":[85],"propose":[87],"explore":[89],"addition":[91],"use":[93],"gaze":[95,149],"resolve":[97],"ambiguous":[98],"cases.":[99,157],"follows":[101],"from":[102],"fact":[104],"that":[105],"dynamics":[107,135],"interactions":[109],"is":[110],"driven":[111],"by":[112],"functions:":[115],"communication":[116,144],"(i.e.":[117,122],"gestures)":[119],"gazing":[123],"at":[124],"other":[125],"people":[126],"objects":[128],"interest).":[130],"fact,":[132],"associated":[136],"activities":[139],"be":[141],"confused":[142],"gestures,":[145],"even":[146],"though":[147],"patterns":[150],"are":[151],"quite":[152],"different":[153,179],"addition,":[159],"study":[161],"several":[162],"geometric":[163],"temporal":[165],"data":[166],"augmentation":[167],"techniques":[168],"improve":[170],"generalization":[172],"across":[173],"novel":[174],"viewpoints,":[175],"well":[177],"model":[180],"architectures":[181],"establish":[183],"baseline":[184],"performance":[185],"CCDb-HG.":[187],"Our":[188],"findings":[189],"provide":[190],"insights":[191],"into":[192],"aspects":[194],"motivate":[198],"further":[199],"research":[200],"field.":[203],"To":[204],"facilitate":[205],"reproducibility,":[206],"will":[208],"release":[209],"annotations,":[212],"code,":[213],"models.":[216]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}