{"id":"https://openalex.org/W4408354650","doi":"https://doi.org/10.1109/icassp49660.2025.10888950","title":"On-device hand model for robust gesture detection","display_name":"On-device hand model for robust gesture detection","publication_year":2025,"publication_date":"2025-03-12","ids":{"openalex":"https://openalex.org/W4408354650","doi":"https://doi.org/10.1109/icassp49660.2025.10888950"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49660.2025.10888950","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10888950","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5082399843","display_name":"Ivan Bondarets","orcid":"https://orcid.org/0000-0001-8287-4112"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ivan Bondarets","raw_affiliation_strings":["Visual Intelligence Team, Samsung R&#x0026;D Institute Ukraine,Kyiv,Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Visual Intelligence Team, Samsung R&#x0026;D Institute Ukraine,Kyiv,Ukraine","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041639182","display_name":"Veronika Prokhorchuk","orcid":"https://orcid.org/0000-0001-5203-9239"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Veronika Prokhorchuk","raw_affiliation_strings":["Visual Intelligence Team, Samsung R&#x0026;D Institute Ukraine,Kyiv,Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Visual Intelligence Team, Samsung R&#x0026;D Institute Ukraine,Kyiv,Ukraine","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059814044","display_name":"Andrii Kozyr","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Andrii Kozyr","raw_affiliation_strings":["Visual Intelligence Team, Samsung R&#x0026;D Institute Ukraine,Kyiv,Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Visual Intelligence Team, Samsung R&#x0026;D Institute Ukraine,Kyiv,Ukraine","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009579474","display_name":"Oleksandr Trunov","orcid":"https://orcid.org/0000-0002-7479-5868"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Oleksandr Trunov","raw_affiliation_strings":["Visual Intelligence Team, Samsung R&#x0026;D Institute Ukraine,Kyiv,Ukraine"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Visual Intelligence Team, Samsung R&#x0026;D Institute Ukraine,Kyiv,Ukraine","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.02870545,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"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":0.9983999729156494,"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":0.9983999729156494,"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/T10784","display_name":"Muscle activation and electromyography studies","score":0.9485999941825867,"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"}},{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9456999897956848,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.7439600825309753},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7438596487045288},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.51387619972229},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.437557578086853},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43606942892074585},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3274807333946228}],"concepts":[{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.7439600825309753},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7438596487045288},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.51387619972229},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.437557578086853},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43606942892074585},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3274807333946228}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp49660.2025.10888950","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10888950","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W2139670260","https://openalex.org/W2144232362","https://openalex.org/W2147899407","https://openalex.org/W2172156083","https://openalex.org/W2502928967","https://openalex.org/W2656599720","https://openalex.org/W2802545914","https://openalex.org/W2808225172","https://openalex.org/W2897042519","https://openalex.org/W2962811204","https://openalex.org/W2962926199","https://openalex.org/W2963488642","https://openalex.org/W2965582012","https://openalex.org/W3006561710","https://openalex.org/W3080830001","https://openalex.org/W3165578722","https://openalex.org/W3184650522","https://openalex.org/W3216101537","https://openalex.org/W4214492424","https://openalex.org/W4390190373","https://openalex.org/W6743428213","https://openalex.org/W6773126114","https://openalex.org/W6773827925","https://openalex.org/W6803427635","https://openalex.org/W6854281978"],"related_works":["https://openalex.org/W2902873204","https://openalex.org/W2185750513","https://openalex.org/W2010878661","https://openalex.org/W3147379364","https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068"],"abstract_inverted_index":{"The":[0,56],"paper":[1],"presents":[2],"an":[3],"on-device":[4],"neural":[5],"network":[6],"for":[7,25,95],"multimodal":[8],"hand":[9,33,41,47],"understanding.":[10],"This":[11],"allows":[12],"to":[13,79],"prepare":[14],"robust":[15],"gesture":[16,26,90],"understanding":[17],"using":[18],"small":[19],"additional":[20],"datasets":[21],"and":[22,43,52,75],"low":[23],"resources":[24],"model":[27,42,58],"preparation.":[28],"It":[29],"extracts":[30],"21":[31],"2D":[32],"keypoints,":[34],"a":[35,38,50],"segmentation":[36],"mask,":[37],"full":[39],"kinematic":[40],"verifies":[44],"if":[45],"the":[46,86],"is":[48],"in":[49,54],"frame":[51],"objects":[53],"hand.":[55],"proposed":[57],"can":[59],"be":[60],"deployed":[61],"on":[62,98],"various":[63],"devices":[64],"equipped":[65],"with":[66],"RGB":[67],"or":[68],"other":[69],"cameras":[70],"(such":[71],"as":[72],"PCs,":[73],"TVs":[74],"mobile":[76],"devices)":[77],"due":[78],"its":[80],"lightweight":[81],"nature.":[82],"An":[83],"evaluation":[84],"of":[85,93],"approach":[87],"demonstrates":[88],"high":[89],"recognition":[91],"accuracy":[92],"98.4%":[94],"real":[96],"time":[97],"device":[99],"solution.":[100]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
