{"id":"https://openalex.org/W4384659498","doi":"https://doi.org/10.1145/3598151.3598181","title":"A Constraints-based Dynamic Time Warping Method for Gesture Recognition with Kinect","display_name":"A Constraints-based Dynamic Time Warping Method for Gesture Recognition with Kinect","publication_year":2023,"publication_date":"2023-05-12","ids":{"openalex":"https://openalex.org/W4384659498","doi":"https://doi.org/10.1145/3598151.3598181"},"language":"en","primary_location":{"id":"doi:10.1145/3598151.3598181","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3598151.3598181","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3598151.3598181","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 3rd International Conference on Robotics and Control Engineering","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3598151.3598181","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013828025","display_name":"Jiaojiao Liu","orcid":"https://orcid.org/0000-0002-0973-5295"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaojiao Liu","raw_affiliation_strings":["College of Automation Engineering, Nanjing University of Aeronautics and Astronautics, China"],"raw_orcid":"https://orcid.org/0000-0002-0973-5295","affiliations":[{"raw_affiliation_string":"College of Automation Engineering, Nanjing University of Aeronautics and Astronautics, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046117737","display_name":"Xiong Lu","orcid":"https://orcid.org/0000-0002-4470-8516"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiong Lu","raw_affiliation_strings":["College of Automation Engineering, Nanjing University of Aeronautics and Astronautics, China"],"raw_orcid":"https://orcid.org/0000-0002-4470-8516","affiliations":[{"raw_affiliation_string":"College of Automation Engineering, Nanjing University of Aeronautics and Astronautics, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076569240","display_name":"Hongbin Yin","orcid":"https://orcid.org/0000-0001-7719-3160"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongbin Yin","raw_affiliation_strings":["College of Automation Engineering, Nanjing University of Aeronautics and Astronautics, China"],"raw_orcid":"https://orcid.org/0000-0001-7719-3160","affiliations":[{"raw_affiliation_string":"College of Automation Engineering, Nanjing University of Aeronautics and Astronautics, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045062093","display_name":"Xuyang Tao","orcid":"https://orcid.org/0009-0009-1471-899X"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianglin Tao","raw_affiliation_strings":["College of Automation Engineering, Nanjing University of Aeronautics and Astronautics, China"],"raw_orcid":"https://orcid.org/0009-0009-1471-899X","affiliations":[{"raw_affiliation_string":"College of Automation Engineering, Nanjing University of Aeronautics and Astronautics, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059150762","display_name":"Chuanlong Zhang","orcid":"https://orcid.org/0000-0002-7672-326X"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuanlong Zhang","raw_affiliation_strings":["College of Automation Engineering, Nanjing University of Aeronautics and Astronautics, China"],"raw_orcid":"https://orcid.org/0000-0002-7672-326X","affiliations":[{"raw_affiliation_string":"College of Automation Engineering, Nanjing University of Aeronautics and Astronautics, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001170144","display_name":"Aaron Quigley","orcid":"https://orcid.org/0000-0002-5274-6889"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Aaron Quigley","raw_affiliation_strings":["School of Computer Science and Engineering, University of New South Wales, Australia"],"raw_orcid":"https://orcid.org/0000-0002-5274-6889","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, University of New South Wales, Australia","institution_ids":["https://openalex.org/I31746571"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4403,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.54562982,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"178","last_page":"183"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9918000102043152,"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":0.9661999940872192,"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/dynamic-time-warping","display_name":"Dynamic time warping","score":0.9617009162902832},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7951569557189941},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.7303069829940796},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.7149477005004883},{"id":"https://openalex.org/keywords/image-warping","display_name":"Image warping","score":0.6398562788963318},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.6233083605766296},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6044784784317017},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.5960423946380615},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5884642601013184},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5575361847877502},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.5011475086212158},{"id":"https://openalex.org/keywords/inter-frame","display_name":"Inter frame","score":0.45588454604148865},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43640458583831787},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4214795231819153},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.25420260429382324},{"id":"https://openalex.org/keywords/reference-frame","display_name":"Reference frame","score":0.1612967550754547},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10849994421005249}],"concepts":[{"id":"https://openalex.org/C88516994","wikidata":"https://www.wikidata.org/wiki/Q1268863","display_name":"Dynamic time warping","level":2,"score":0.9617009162902832},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7951569557189941},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.7303069829940796},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.7149477005004883},{"id":"https://openalex.org/C157202957","wikidata":"https://www.wikidata.org/wiki/Q1659609","display_name":"Image warping","level":2,"score":0.6398562788963318},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.6233083605766296},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6044784784317017},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.5960423946380615},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5884642601013184},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5575361847877502},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.5011475086212158},{"id":"https://openalex.org/C39394851","wikidata":"https://www.wikidata.org/wiki/Q921594","display_name":"Inter frame","level":4,"score":0.45588454604148865},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43640458583831787},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4214795231819153},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.25420260429382324},{"id":"https://openalex.org/C172849965","wikidata":"https://www.wikidata.org/wiki/Q3148875","display_name":"Reference frame","level":3,"score":0.1612967550754547},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10849994421005249},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3598151.3598181","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3598151.3598181","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3598151.3598181","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 3rd International Conference on Robotics and Control Engineering","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3598151.3598181","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3598151.3598181","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3598151.3598181","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 3rd International Conference on Robotics and Control Engineering","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2755284866","display_name":null,"funder_award_id":"NS2022040","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G4549604746","display_name":null,"funder_award_id":"BK20211186","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G6504649014","display_name":null,"funder_award_id":"61773205","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6798901132","display_name":null,"funder_award_id":"BK20211186","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G7020741585","display_name":null,"funder_award_id":"201906835020","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"id":"https://openalex.org/G7021755099","display_name":null,"funder_award_id":"NS2022040","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321605","display_name":"Government of Jiangsu Province","ror":"https://ror.org/004svx814"},{"id":"https://openalex.org/F4320322438","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324852","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4384659498.pdf","grobid_xml":"https://content.openalex.org/works/W4384659498.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W289180691","https://openalex.org/W879554143","https://openalex.org/W2035803642","https://openalex.org/W2092744455","https://openalex.org/W2115147844","https://openalex.org/W2151047074","https://openalex.org/W2154790436","https://openalex.org/W2283896980","https://openalex.org/W2325580851","https://openalex.org/W2465080433","https://openalex.org/W2487511304","https://openalex.org/W2511561981","https://openalex.org/W2621383729","https://openalex.org/W2954798773","https://openalex.org/W3204350215","https://openalex.org/W4285285893"],"related_works":["https://openalex.org/W2347413598","https://openalex.org/W2330863229","https://openalex.org/W71572444","https://openalex.org/W1997383766","https://openalex.org/W2154472250","https://openalex.org/W2350336482","https://openalex.org/W2315394208","https://openalex.org/W72718568","https://openalex.org/W2318081358","https://openalex.org/W2902873204"],"abstract_inverted_index":{"Gesture":[0],"recognition":[1,141,147,155],"is":[2,18,64],"still":[3],"actively":[4],"researched":[5],"in":[6,46,66,146,153],"non-contact":[7],"human-computer":[8],"interaction":[9],"(HCI),":[10],"where":[11],"the":[12,22,30,41,47,84,87,95,107,112,121,137,159],"Dynamic":[13,59],"Time":[14,60],"Warping":[15,61],"(DTW)":[16],"algorithm":[17],"commonly":[19],"employed.":[20],"However,":[21],"computation":[23,100],"load":[24,101],"of":[25,43,86,106,139],"traditional":[26,122,160],"DTW":[27,123,161],"algorithms":[28],"during":[29],"matching":[31],"phase":[32],"presents":[33],"a":[34,57,143,150],"challenge":[35],"for":[36],"gesture":[37,140],"recognition,":[38],"especially":[39],"when":[40],"number":[42],"reference":[44,92],"gestures":[45,93],"template":[48,96],"library":[49],"increases.":[50],"In":[51],"order":[52],"to":[53,82,158],"solve":[54],"this":[55,67],"problem,":[56],"Constraints-based":[58],"(CDTW)":[62],"method":[63,124,135],"proposed":[65,113],"paper,":[68],"including":[69],"Global-Path":[70],"Constraint,":[71,73],"First-Frame":[72],"and":[74,98,149],"Feature-Vector":[75],"Constraint.":[76],"These":[77],"three":[78],"constraints":[79],"are":[80],"expected":[81],"limit":[83],"region":[85],"warping":[88],"path,":[89],"exclude":[90],"several":[91],"from":[94],"library,":[97],"reduce":[99],"directly":[102],"with":[103,120,142],"reduced":[104],"elements":[105],"feature":[108],"vector.":[109],"To":[110],"verify":[111],"CDTW":[114,134],"method,":[115],"Microsoft":[116],"Kinect-based":[117],"comparative":[118],"experiments":[119],"have":[125],"been":[126],"carried":[127],"out.":[128],"Experimental":[129],"results":[130],"show":[131],"that":[132],"our":[133],"boosts":[136],"efficiency":[138],"17%":[144],"decrease":[145],"time":[148],"3%":[151],"increase":[152],"average":[154],"accuracy,":[156],"compared":[157],"algorithm.":[162]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-07-31T08:31:51.225901","created_date":"2025-10-10T00:00:00"}
