{"id":"https://openalex.org/W2616672404","doi":"https://doi.org/10.1109/cogsima.2017.7929592","title":"Head gesture recognition via dynamic time warping and threshold optimization","display_name":"Head gesture recognition via dynamic time warping and threshold optimization","publication_year":2017,"publication_date":"2017-03-01","ids":{"openalex":"https://openalex.org/W2616672404","doi":"https://doi.org/10.1109/cogsima.2017.7929592","mag":"2616672404"},"language":"en","primary_location":{"id":"doi:10.1109/cogsima.2017.7929592","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cogsima.2017.7929592","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Conference on Cognitive and Computational Aspects of Situation Management (CogSIMA)","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/A5083096667","display_name":"Ubeyde Mavus","orcid":null},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Ubeyde Mavus","raw_affiliation_strings":["Istanbul Technical University, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Istanbul Technical University, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039372152","display_name":"Volkan Sezer","orcid":"https://orcid.org/0000-0001-9658-2153"},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Volkan Sezer","raw_affiliation_strings":["Istanbul Technical University, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Istanbul Technical University, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5083096667"],"corresponding_institution_ids":["https://openalex.org/I48912391"],"apc_list":null,"apc_paid":null,"fwci":0.4315,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.62251793,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"2","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":0.9998999834060669,"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":0.9998999834060669,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.998199999332428,"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":0.9908999800682068,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/dynamic-time-warping","display_name":"Dynamic time warping","score":0.9413614273071289},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.8373566269874573},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7679611444473267},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.6716421842575073},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5780237317085266},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5697558522224426},{"id":"https://openalex.org/keywords/inertial-measurement-unit","display_name":"Inertial measurement unit","score":0.5632301568984985},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5432175397872925},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.5370449423789978},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5325749516487122},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5043436288833618},{"id":"https://openalex.org/keywords/head","display_name":"Head (geology)","score":0.4182712733745575},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.38789182901382446},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3470892012119293},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.13231274485588074}],"concepts":[{"id":"https://openalex.org/C88516994","wikidata":"https://www.wikidata.org/wiki/Q1268863","display_name":"Dynamic time warping","level":2,"score":0.9413614273071289},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.8373566269874573},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7679611444473267},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.6716421842575073},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5780237317085266},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5697558522224426},{"id":"https://openalex.org/C79061980","wikidata":"https://www.wikidata.org/wiki/Q941680","display_name":"Inertial measurement unit","level":2,"score":0.5632301568984985},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5432175397872925},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.5370449423789978},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5325749516487122},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5043436288833618},{"id":"https://openalex.org/C2780312720","wikidata":"https://www.wikidata.org/wiki/Q5689100","display_name":"Head (geology)","level":2,"score":0.4182712733745575},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.38789182901382446},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3470892012119293},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.13231274485588074},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cogsima.2017.7929592","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cogsima.2017.7929592","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Conference on Cognitive and Computational Aspects of Situation Management (CogSIMA)","raw_type":"proceedings-article"},{"id":"pmh:oai:polen.itu.edu.tr:11527/50004","is_oa":false,"landing_page_url":"https://hdl.handle.net/11527/50004","pdf_url":null,"source":{"id":"https://openalex.org/S4306400460","display_name":"Istanbul Technical University Academic Open Archive (Istanbul Technical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I48912391","host_organization_name":"Istanbul Technical University","host_organization_lineage":["https://openalex.org/I48912391"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Other literature type"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1545993925","https://openalex.org/W1588407636","https://openalex.org/W1781325316","https://openalex.org/W2025119153","https://openalex.org/W2026258298","https://openalex.org/W2032462055","https://openalex.org/W2058220737","https://openalex.org/W2060372276","https://openalex.org/W2063512338","https://openalex.org/W2063822596","https://openalex.org/W2070584460","https://openalex.org/W2087332315","https://openalex.org/W2101337260","https://openalex.org/W2108125227","https://openalex.org/W2129114382","https://openalex.org/W2142663804","https://openalex.org/W2152622262","https://openalex.org/W2153360541","https://openalex.org/W2156762151","https://openalex.org/W2231535206","https://openalex.org/W3146294117","https://openalex.org/W4249314364","https://openalex.org/W6632774962","https://openalex.org/W6637886329","https://openalex.org/W6689576084"],"related_works":["https://openalex.org/W2315394208","https://openalex.org/W72718568","https://openalex.org/W2318081358","https://openalex.org/W2902873204","https://openalex.org/W2185750513","https://openalex.org/W2624789289","https://openalex.org/W4312416068","https://openalex.org/W3147379364","https://openalex.org/W2063512338","https://openalex.org/W2032462055"],"abstract_inverted_index":{"Gesture":[0],"recognition":[1,77],"is":[2,18,34,63,182],"one":[3],"of":[4,91,109,191,194],"the":[5,26,57,69,89,110,125,135,151,157],"emerging":[6],"fields":[7],"in":[8,15,21,28,37,40,117,131],"industry":[9],"and":[10,104,155,163],"a":[11,74,146,195],"hot":[12],"research":[13],"topic":[14],"academia.":[16],"It":[17],"commonly":[19],"used":[20],"smart":[22],"devices":[23],"to":[24,133],"assist":[25],"owners":[27],"their":[29],"day-to-day":[30],"life.":[31],"But":[32],"it":[33],"also":[35],"important":[36],"facilitating":[38],"processes":[39],"any":[41],"kind,":[42],"that":[43,186],"involves":[44],"people.":[45],"In":[46,120],"our":[47],"attempt":[48],"at":[49],"improving":[50],"life":[51],"quality":[52],"for":[53,99,170,204],"disabled":[54],"people":[55],"below":[56],"neck,":[58],"an":[59,80],"assistive":[60],"autonomous":[61],"powerchair":[62],"developed.":[64],"To":[65],"ease":[66],"interaction":[67],"with":[68,174],"chair,":[70],"we":[71,123,144],"propose":[72,145,162],"embedding":[73],"head":[75],"gesture":[76,100,196],"system":[78],"using":[79],"IMU":[81],"(Inertial":[82],"Measurement":[83],"Unit)":[84],"sensor.":[85],"This":[86,184],"study":[87],"explores":[88],"possibilities":[90],"such":[92],"implementation.":[93],"Several":[94],"approaches":[95],"have":[96],"been":[97],"developed":[98],"recognition.":[101],"Accuracy,":[102],"sensitivity":[103],"rapid":[105],"computation":[106],"are":[107,114,197,202],"some":[108],"critical":[111],"items":[112],"which":[113,149],"being":[115],"considered":[116],"different":[118,166],"approaches.":[119],"this":[121],"study,":[122],"use":[124],"Dynamic":[126],"Time":[127],"Warping":[128],"(DTW)":[129],"algorithm":[130],"order":[132],"calculate":[134],"similarity":[136],"between":[137],"two":[138,165],"time":[139],"sequences.":[140],"After":[141],"DTW":[142],"calculation,":[143],"new":[147],"approach":[148],"optimizes":[150],"decision":[152],"making":[153],"problem":[154],"calculates":[156],"optimum":[158],"threshold":[159,171],"values.":[160],"We":[161],"compare":[164],"simple":[167,176],"geometrical":[168],"shapes":[169],"optimization.":[172],"Even":[173],"these":[175],"3D":[177],"objects,":[178],"85.68%":[179],"success":[180],"rate":[181],"achieved.":[183],"means":[185],"more":[187],"than":[188],"8":[189],"out":[190],"10":[192],"repetitions":[193],"recognized":[198],"successfully.":[199],"The":[200],"results":[201],"promising":[203],"future":[205],"studies.":[206]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-03-06T13:50:29.536080","created_date":"2025-10-10T00:00:00"}
