{"id":"https://openalex.org/W2973198269","doi":"https://doi.org/10.1145/3341162.3349332","title":"An agile approach for human gesture detection using synthetic radar data","display_name":"An agile approach for human gesture detection using synthetic radar data","publication_year":2019,"publication_date":"2019-09-09","ids":{"openalex":"https://openalex.org/W2973198269","doi":"https://doi.org/10.1145/3341162.3349332","mag":"2973198269"},"language":"en","primary_location":{"id":"doi:10.1145/3341162.3349332","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3341162.3349332","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 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers","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/A5063425065","display_name":"Andrew Gigie","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Andrew Gigie","raw_affiliation_strings":["TCS Research &amp; Innovation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TCS Research &amp; Innovation","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028137106","display_name":"Smriti Rani","orcid":"https://orcid.org/0000-0002-6388-6289"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Smriti Rani","raw_affiliation_strings":["TCS Research &amp; Innovation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TCS Research &amp; Innovation","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101841169","display_name":"Arijit Chowdhury","orcid":"https://orcid.org/0000-0003-3400-2007"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Arijit Chowdhury","raw_affiliation_strings":["TCS Research &amp; Innovation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TCS Research &amp; Innovation","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004819329","display_name":"Tapas Chakravarty","orcid":"https://orcid.org/0000-0001-5131-8850"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tapas Chakravarty","raw_affiliation_strings":["TCS Research &amp; Innovation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TCS Research &amp; Innovation","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072563444","display_name":"Arpan Pal","orcid":"https://orcid.org/0000-0001-9101-8051"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Arpan Pal","raw_affiliation_strings":["TCS Research &amp; Innovation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"TCS Research &amp; Innovation","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.5206,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.96520505,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"558","last_page":"564"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11038","display_name":"Advanced SAR Imaging Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11038","display_name":"Advanced SAR Imaging Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10891","display_name":"Radar Systems and Signal Processing","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T12740","display_name":"Gait Recognition and Analysis","score":0.9919999837875366,"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/gesture","display_name":"Gesture","score":0.788601279258728},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.755843997001648},{"id":"https://openalex.org/keywords/agile-software-development","display_name":"Agile software development","score":0.5786158442497253},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.5710021257400513},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4827348589897156},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.40871113538742065},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09817525744438171}],"concepts":[{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.788601279258728},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.755843997001648},{"id":"https://openalex.org/C14185376","wikidata":"https://www.wikidata.org/wiki/Q30232","display_name":"Agile software development","level":2,"score":0.5786158442497253},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.5710021257400513},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4827348589897156},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.40871113538742065},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09817525744438171},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3341162.3349332","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3341162.3349332","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 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1994595981","https://openalex.org/W1995113806","https://openalex.org/W2018260525","https://openalex.org/W2019918865","https://openalex.org/W2098003784","https://openalex.org/W2148143831","https://openalex.org/W2153594606","https://openalex.org/W2157770256","https://openalex.org/W2161995681","https://openalex.org/W2170326347","https://openalex.org/W2536305597","https://openalex.org/W2765988397","https://openalex.org/W2889524726","https://openalex.org/W3154732924","https://openalex.org/W4212868479"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"A":[0,244],"large":[1],"and":[2,25,98,115,188],"diversified":[3],"dataset":[4,134,224],"is":[5,22,34,164],"the":[6,9,102,125,131,152,175,204,267,270],"cornerstone":[7],"for":[8,59,73,124,135,225,236,258],"analysis":[10],"of":[11,41,56,94,111,117,154,157,232,246,269],"many":[12],"real":[13,45],"world":[14,46],"systems.":[15],"Data":[16,29],"collection,":[17],"especially":[18],"involving":[19],"living":[20],"beings,":[21],"a":[23,53,67,168,198],"time":[24],"effort":[26],"consuming":[27],"approach.":[28],"augmentation":[30],"using":[31],"analytical":[32],"models":[33],"gaining":[35],"traction":[36],"in":[37,44,184,197,202,241],"computing":[38],"systems":[39],"because":[40,93,110],"data":[42,57,141,150,249,257],"scarcity":[43],"applications.":[47],"In":[48],"this":[49,185,208],"paper,":[50],"we":[51,128,179],"demonstrate":[52],"case":[54],"study":[55],"explosion":[58],"radar":[60,75,169,176,193,248,256],"based":[61,70,83,105,138,170],"human":[62,80,158],"gesture":[63,219],"detection.":[64],"We":[65],"present":[66],"physical":[68,205],"model":[69],"simulation":[71,126,171,186],"framework":[72,172,187],"obtaining":[74],"signals":[76],"corresponding":[77],"to":[78,167,173,191,217,252,265],"different":[79,161,182,259],"gestures.":[81],"Radar":[82],"public":[84],"datasets":[85,106],"have":[86,129,180,214],"not":[87],"yet":[88],"been":[89,215,263],"so":[90],"easily":[91,108],"available":[92,109,133],"its":[95,112],"high":[96],"cost":[97],"less":[99],"availability.":[100],"On":[101,207],"contrary,":[103],"Kinect":[104,140,149],"are":[107],"market":[113],"dominance":[114],"commercialization":[116],"devices":[118],"such":[119],"as":[120],"Xbox":[121],"Kinect.":[122],"Thus,":[123],"framework,":[127],"used":[130],"publicly":[132],"gaming":[136,162],"gestures":[137,163,227,260],"on":[139],"(obtained":[142],"from":[143],"Microsoft":[144],"Cambridge":[145],"joint":[146,155],"initiative).":[147],"This":[148],"containing":[151],"coordinates":[153],"positions":[156],"skeletons":[159],"performing":[160],"then":[165],"fed":[166],"calculate":[174],"data.":[177],"Furthermore,":[178],"tuned":[181],"parameters":[183],"exploded":[189,209],"it":[190],"generate":[192],"micro":[194],"Doppler":[195],"signatures":[196],"controlled":[199],"way,":[200],"keeping":[201],"mind":[203],"constraints.":[206],"data,":[210],"machine":[211],"learning":[212],"algorithms":[213],"applied":[216],"evaluate":[218],"detection":[220],"accuracy.":[221],"The":[222],"enlarged":[223],"four":[226],"has":[228,261],"shown":[229],"an":[230],"accuracy":[231],"around":[233],"94.7":[234],"%":[235],"10":[237],"fold":[238],"cross":[239],"validation":[240],"training":[242],"phase.":[243],"comparison":[245],"simulated":[247],"with":[250],"respect":[251],"experimentally":[253],"obtained":[254],"hardware":[255],"also":[262],"reported":[264],"show":[266],"relevance":[268],"proposed":[271],"method.":[272]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
