{"id":"https://openalex.org/W4285046988","doi":"https://doi.org/10.1109/ivmsp54334.2022.9816275","title":"Attribute-based Gesture Recognition: Generalization to Unseen Classes","display_name":"Attribute-based Gesture Recognition: Generalization to Unseen Classes","publication_year":2022,"publication_date":"2022-06-26","ids":{"openalex":"https://openalex.org/W4285046988","doi":"https://doi.org/10.1109/ivmsp54334.2022.9816275"},"language":"en","primary_location":{"id":"doi:10.1109/ivmsp54334.2022.9816275","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ivmsp54334.2022.9816275","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP)","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/A5021130742","display_name":"George Retsinas","orcid":"https://orcid.org/0000-0001-6734-3575"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"George Retsinas","raw_affiliation_strings":["National Technical University of Athens,School of Electrical and Computer Engineering,Athens,Greece,GR-15773"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Technical University of Athens,School of Electrical and Computer Engineering,Athens,Greece,GR-15773","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025430640","display_name":"Panagiotis P. Filntisis","orcid":"https://orcid.org/0000-0002-2042-245X"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Panagiotis Paraskevas Filntisis","raw_affiliation_strings":["National Technical University of Athens,School of Electrical and Computer Engineering,Athens,Greece,GR-15773"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Technical University of Athens,School of Electrical and Computer Engineering,Athens,Greece,GR-15773","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112493485","display_name":"Nikos Kardaris","orcid":null},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Nikos Kardaris","raw_affiliation_strings":["National Technical University of Athens,School of Electrical and Computer Engineering,Athens,Greece,GR-15773"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Technical University of Athens,School of Electrical and Computer Engineering,Athens,Greece,GR-15773","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079243420","display_name":"Petros Maragos","orcid":"https://orcid.org/0000-0003-0534-2707"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Petros Maragos","raw_affiliation_strings":["National Technical University of Athens,School of Electrical and Computer Engineering,Athens,Greece,GR-15773"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Technical University of Athens,School of Electrical and Computer Engineering,Athens,Greece,GR-15773","institution_ids":["https://openalex.org/I174458059"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I174458059"],"apc_list":null,"apc_paid":null,"fwci":0.1823,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.33238095,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"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":0.9994000196456909,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9818000197410583,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/gesture","display_name":"Gesture","score":0.9020851850509644},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8037934303283691},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.780556321144104},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.7401031851768494},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.6985732913017273},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6572656631469727},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.5461522340774536},{"id":"https://openalex.org/keywords/pose","display_name":"Pose","score":0.5353565216064453},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4492753744125366},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3746771812438965},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3449068069458008},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.32059961557388306},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.059991687536239624}],"concepts":[{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.9020851850509644},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8037934303283691},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.780556321144104},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.7401031851768494},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.6985732913017273},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6572656631469727},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5461522340774536},{"id":"https://openalex.org/C52102323","wikidata":"https://www.wikidata.org/wiki/Q1671968","display_name":"Pose","level":2,"score":0.5353565216064453},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4492753744125366},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3746771812438965},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3449068069458008},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32059961557388306},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.059991687536239624},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ivmsp54334.2022.9816275","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ivmsp54334.2022.9816275","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.75,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1977995219","https://openalex.org/W1993666393","https://openalex.org/W2003994100","https://openalex.org/W2097454281","https://openalex.org/W2467634805","https://openalex.org/W2471695703","https://openalex.org/W2472293097","https://openalex.org/W2759302818","https://openalex.org/W2770472008","https://openalex.org/W2771248633","https://openalex.org/W2777985171","https://openalex.org/W2792060773","https://openalex.org/W2798498022","https://openalex.org/W2806985529","https://openalex.org/W2904106524","https://openalex.org/W2963488642","https://openalex.org/W2990152177","https://openalex.org/W2998383791","https://openalex.org/W2999237480","https://openalex.org/W3004554579","https://openalex.org/W3034442691","https://openalex.org/W3035083776","https://openalex.org/W3120896590","https://openalex.org/W3158971340","https://openalex.org/W3211991984","https://openalex.org/W4234001826","https://openalex.org/W6631190155"],"related_works":["https://openalex.org/W2066003895","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"],"abstract_inverted_index":{"In":[0,20],"this":[1],"paper,":[2],"we":[3,30,77],"present":[4],"a":[5,79,87],"hand":[6,33,66],"pose":[7,34,67],"based":[8],"gesture":[9,54,81],"representation":[10],"that":[11,32,45,51],"can":[12,36],"effectively":[13],"classify":[14],"both":[15],"static":[16],"and":[17,24,70,102],"dynamic":[18],"gestures.":[19],"contrast":[21],"to":[22,39,99],"resource":[23],"data":[25,101],"intensive":[26],"deep":[27],"learning":[28],"models,":[29],"postulate":[31],"alone":[35],"be":[37],"used":[38],"extract":[40,78],"compact":[41],"yet":[42],"discriminative":[43],"features":[44],"are":[46],"suitable":[47],"for":[48],"most":[49],"applications":[50],"require":[52],"real-time":[53],"recognition":[55],"with":[56],"minimal":[57],"computational":[58],"overhead.":[59],"Building":[60],"on":[61],"the":[62,71,111,114],"robustness":[63],"of":[64,74,89,97,113],"modern":[65],"estimation":[68],"frameworks":[69],"expressive":[72],"power":[73],"neural":[75],"networks,":[76],"fine-grained":[80],"description":[82],"by":[83,107],"decomposing":[84],"gestures":[85],"in":[86,110],"set":[88],"defined":[90],"attributes.":[91],"Our":[92],"approach":[93],"is":[94],"highly":[95],"capable":[96],"generalizing":[98],"unseen":[100,103],"classes,":[104],"as":[105],"shown":[106],"our":[108],"experiments":[109],"context":[112],"BonsAPPs":[115],"Challenge":[116],"use-case.":[117]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}