{"id":"https://openalex.org/W1943054406","doi":"https://doi.org/10.1109/cvprw.2015.7301342","title":"Hand gesture recognition with 3D convolutional neural networks","display_name":"Hand gesture recognition with 3D convolutional neural networks","publication_year":2015,"publication_date":"2015-06-01","ids":{"openalex":"https://openalex.org/W1943054406","doi":"https://doi.org/10.1109/cvprw.2015.7301342","mag":"1943054406"},"language":"en","primary_location":{"id":"doi:10.1109/cvprw.2015.7301342","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvprw.2015.7301342","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)","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/A5066945976","display_name":"Pavlo Molchanov","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127875","display_name":"Nvidia (United States)","ror":"https://ror.org/03jdj4y14","country_code":"US","type":"company","lineage":["https://openalex.org/I4210127875"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pavlo Molchanov","raw_affiliation_strings":["NVIDIA, Santa Clara, USA","NVIDIA,Santa Clara,California,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NVIDIA, Santa Clara, USA","institution_ids":["https://openalex.org/I4210127875"]},{"raw_affiliation_string":"NVIDIA,Santa Clara,California,USA","institution_ids":["https://openalex.org/I4210127875"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009625243","display_name":"Shalini Gupta","orcid":"https://orcid.org/0000-0002-4270-1222"},"institutions":[{"id":"https://openalex.org/I4210127875","display_name":"Nvidia (United States)","ror":"https://ror.org/03jdj4y14","country_code":"US","type":"company","lineage":["https://openalex.org/I4210127875"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shalini Gupta","raw_affiliation_strings":["NVIDIA, Santa Clara, USA","NVIDIA,Santa Clara,California,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NVIDIA, Santa Clara, USA","institution_ids":["https://openalex.org/I4210127875"]},{"raw_affiliation_string":"NVIDIA,Santa Clara,California,USA","institution_ids":["https://openalex.org/I4210127875"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100655391","display_name":"Kihwan Kim","orcid":"https://orcid.org/0000-0002-0502-9545"},"institutions":[{"id":"https://openalex.org/I4210127875","display_name":"Nvidia (United States)","ror":"https://ror.org/03jdj4y14","country_code":"US","type":"company","lineage":["https://openalex.org/I4210127875"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kihwan Kim","raw_affiliation_strings":["NVIDIA, Santa Clara, USA","NVIDIA,Santa Clara,California,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NVIDIA, Santa Clara, USA","institution_ids":["https://openalex.org/I4210127875"]},{"raw_affiliation_string":"NVIDIA,Santa Clara,California,USA","institution_ids":["https://openalex.org/I4210127875"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056503617","display_name":"Jan Kautz","orcid":"https://orcid.org/0000-0002-8830-429X"},"institutions":[{"id":"https://openalex.org/I4210127875","display_name":"Nvidia (United States)","ror":"https://ror.org/03jdj4y14","country_code":"US","type":"company","lineage":["https://openalex.org/I4210127875"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jan Kautz","raw_affiliation_strings":["NVIDIA, Santa Clara, USA","NVIDIA,Santa Clara,California,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NVIDIA, Santa Clara, USA","institution_ids":["https://openalex.org/I4210127875"]},{"raw_affiliation_string":"NVIDIA,Santa Clara,California,USA","institution_ids":["https://openalex.org/I4210127875"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210127875"],"apc_list":null,"apc_paid":null,"fwci":26.1246,"has_fulltext":false,"cited_by_count":537,"citation_normalized_percentile":{"value":0.99908362,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"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":0.9983999729156494,"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":0.9934999942779541,"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":0.8243703842163086},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.8074222803115845},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.7955118417739868},{"id":"https://openalex.org/keywords/overfitting","display_name":"Overfitting","score":0.7672705054283142},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7460479140281677},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6733142137527466},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4733852446079254},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.46174556016921997},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3599938750267029},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.2954367399215698}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8243703842163086},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.8074222803115845},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.7955118417739868},{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.7672705054283142},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7460479140281677},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6733142137527466},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4733852446079254},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.46174556016921997},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3599938750267029},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2954367399215698}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/cvprw.2015.7301342","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvprw.2015.7301342","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.697.3867","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.697.3867","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://web4.cs.ucl.ac.uk/staff/j.kautz/publications/Gesture_HANDS15.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.959.9530","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.959.9530","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cv-foundation.org/openaccess/content_cvpr_workshops_2015/W15/papers/Molchanov_Hand_Gesture_Recognition_2015_CVPR_paper.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.5899999737739563}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1200926","https://openalex.org/W104184427","https://openalex.org/W581810680","https://openalex.org/W619311409","https://openalex.org/W790225446","https://openalex.org/W1599510591","https://openalex.org/W1904365287","https://openalex.org/W1993666393","https://openalex.org/W1993898716","https://openalex.org/W2008110769","https://openalex.org/W2016053056","https://openalex.org/W2094645604","https://openalex.org/W2104036533","https://openalex.org/W2112796928","https://openalex.org/W2119656522","https://openalex.org/W2126698653","https://openalex.org/W2141125852","https://openalex.org/W2145835757","https://openalex.org/W2146221819","https://openalex.org/W2148461049","https://openalex.org/W2156163116","https://openalex.org/W2156303437","https://openalex.org/W2163605009","https://openalex.org/W2168392347","https://openalex.org/W2308045930","https://openalex.org/W2504108613","https://openalex.org/W2618530766","https://openalex.org/W6604254268","https://openalex.org/W6617055780","https://openalex.org/W6619255498","https://openalex.org/W6622743730","https://openalex.org/W6640036494","https://openalex.org/W6681579763","https://openalex.org/W6681813608","https://openalex.org/W6682864246","https://openalex.org/W6684191040","https://openalex.org/W7005627444"],"related_works":["https://openalex.org/W2902873204","https://openalex.org/W2185750513","https://openalex.org/W4312416068","https://openalex.org/W3147379364","https://openalex.org/W2010878661","https://openalex.org/W2805039731","https://openalex.org/W2026258298","https://openalex.org/W3204639664","https://openalex.org/W2970836791","https://openalex.org/W342863993"],"abstract_inverted_index":{"Touchless":[0],"hand":[1,29,55],"gesture":[2,30,56],"recognition":[3,57],"systems":[4],"are":[5],"becoming":[6],"important":[7],"in":[8],"automotive":[9],"user":[10],"interfaces":[11],"as":[12],"they":[13],"improve":[14],"safety":[15],"and":[16,25,61,91],"comfort.":[17],"Various":[18],"computer":[19],"vision":[20],"algorithms":[21],"have":[22],"employed":[23],"color":[24],"depth":[26,60],"cameras":[27],"for":[28,53,77,87],"recognition,":[31],"but":[32],"robust":[33],"classification":[34,101],"of":[35,103],"gestures":[36],"from":[37,58,73],"different":[38],"subjects":[39],"performed":[40],"under":[41],"widely":[42],"varying":[43],"lighting":[44],"conditions":[45],"is":[46],"still":[47],"challenging.":[48],"We":[49],"propose":[50],"an":[51],"algorithm":[52],"drivers'":[54],"challenging":[59],"intensity":[62],"data":[63,85],"using":[64],"3D":[65],"convolutional":[66],"neural":[67],"networks.":[68],"Our":[69,96],"solution":[70],"combines":[71],"information":[72],"multiple":[74],"spatial":[75],"scales":[76],"the":[78,106],"final":[79],"prediction.":[80],"It":[81],"also":[82],"employs":[83],"spatio-temporal":[84],"augmentation":[86],"more":[88],"effective":[89],"training":[90],"to":[92],"reduce":[93],"potential":[94],"overfitting.":[95],"method":[97],"achieves":[98],"a":[99],"correct":[100],"rate":[102],"77.5%":[104],"on":[105],"VIVA":[107],"challenge":[108],"dataset.":[109]},"counts_by_year":[{"year":2026,"cited_by_count":23},{"year":2025,"cited_by_count":37},{"year":2024,"cited_by_count":28},{"year":2023,"cited_by_count":45},{"year":2022,"cited_by_count":46},{"year":2021,"cited_by_count":72},{"year":2020,"cited_by_count":76},{"year":2019,"cited_by_count":87},{"year":2018,"cited_by_count":65},{"year":2017,"cited_by_count":36},{"year":2016,"cited_by_count":20},{"year":2015,"cited_by_count":2}],"updated_date":"2026-08-08T01:25:22.217667","created_date":"2025-10-10T00:00:00"}
