{"id":"https://openalex.org/W4206620890","doi":"https://doi.org/10.1109/tmc.2021.3139940","title":"MVPose: Realtime Multi-Person Pose Estimation Using Motion Vector on Mobile Devices","display_name":"MVPose: Realtime Multi-Person Pose Estimation Using Motion Vector on Mobile Devices","publication_year":2022,"publication_date":"2022-01-06","ids":{"openalex":"https://openalex.org/W4206620890","doi":"https://doi.org/10.1109/tmc.2021.3139940"},"language":"en","primary_location":{"id":"doi:10.1109/tmc.2021.3139940","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2021.3139940","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Mobile Computing","raw_type":"journal-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/A5101961350","display_name":"Jinrui Zhang","orcid":"https://orcid.org/0000-0001-9035-3050"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinrui Zhang","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University, Changsha, Hunan, China"],"raw_orcid":"https://orcid.org/0000-0001-9035-3050","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, Changsha, Hunan, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100705648","display_name":"Deyu Zhang","orcid":"https://orcid.org/0000-0002-5676-1285"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Deyu Zhang","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University, Changsha, Hunan, China"],"raw_orcid":"https://orcid.org/0000-0002-5676-1285","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, Changsha, Hunan, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077906192","display_name":"Huan Yang","orcid":"https://orcid.org/0000-0002-6262-9096"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huan Yang","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University, Changsha, Hunan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, Changsha, Hunan, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102880548","display_name":"Yunxin Liu","orcid":"https://orcid.org/0000-0001-7352-8955"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunxin Liu","raw_affiliation_strings":["Insititue for AI Industry Research (AIR), Tsinghua University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Insititue for AI Industry Research (AIR), Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015419107","display_name":"Ju Ren","orcid":"https://orcid.org/0000-0003-2782-183X"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ju Ren","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University, Changsha, Hunan, China"],"raw_orcid":"https://orcid.org/0000-0003-2782-183X","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, Changsha, Hunan, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101190554","display_name":"Xiaohui Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaohui Xu","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University, Changsha, Hunan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, Changsha, Hunan, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018703107","display_name":"Fucheng Jia","orcid":"https://orcid.org/0009-0009-7125-4386"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fucheng Jia","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University, Changsha, Hunan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, Changsha, Hunan, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069049205","display_name":"Yaoxue Zhang","orcid":"https://orcid.org/0000-0001-6717-461X"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaoxue Zhang","raw_affiliation_strings":["School of Computer Science and Engineering, Central South University, Changsha, Hunan, China","Department of Computer Science and Technology, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-6717-461X","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Central South University, Changsha, Hunan, China","institution_ids":["https://openalex.org/I139660479"]},{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9788,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.75097395,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"22","issue":"6","first_page":"3508","last_page":"3524"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9998999834060669,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9990000128746033,"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9987000226974487,"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/computer-science","display_name":"Computer science","score":0.7632644176483154},{"id":"https://openalex.org/keywords/pose","display_name":"Pose","score":0.7049146890640259},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6096739172935486},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.5887665152549744},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.4959805905818939},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.46685153245925903},{"id":"https://openalex.org/keywords/frame-rate","display_name":"Frame rate","score":0.42513132095336914},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.0794433057308197}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7632644176483154},{"id":"https://openalex.org/C52102323","wikidata":"https://www.wikidata.org/wiki/Q1671968","display_name":"Pose","level":2,"score":0.7049146890640259},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6096739172935486},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.5887665152549744},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.4959805905818939},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.46685153245925903},{"id":"https://openalex.org/C3261483","wikidata":"https://www.wikidata.org/wiki/Q119565","display_name":"Frame rate","level":2,"score":0.42513132095336914},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0794433057308197}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmc.2021.3139940","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2021.3139940","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Mobile Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1624896611","display_name":null,"funder_award_id":"2020JJ2050","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"},{"id":"https://openalex.org/G1643195926","display_name":null,"funder_award_id":"2020JJ5774","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"},{"id":"https://openalex.org/G4066238608","display_name":null,"funder_award_id":"B18059","funder_id":"https://openalex.org/F4320327912","funder_display_name":"Higher Education Discipline Innovation Project"},{"id":"https://openalex.org/G4461067470","display_name":null,"funder_award_id":"62122095","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4936291841","display_name":null,"funder_award_id":"62072472","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5507408182","display_name":null,"funder_award_id":"62172439","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8028094890","display_name":null,"funder_award_id":"U19A2067","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G849053894","display_name":null,"funder_award_id":"61702561","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322843","display_name":"Natural Science Foundation of\u00a0Hunan Province","ror":null},{"id":"https://openalex.org/F4320327912","display_name":"Higher Education Discipline Innovation Project","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W752852524","https://openalex.org/W1901129140","https://openalex.org/W1912967058","https://openalex.org/W1936750108","https://openalex.org/W1950788856","https://openalex.org/W1966668827","https://openalex.org/W2029016069","https://openalex.org/W2038387802","https://openalex.org/W2041649634","https://openalex.org/W2080873731","https://openalex.org/W2154057028","https://openalex.org/W2175012183","https://openalex.org/W2194775991","https://openalex.org/W2307770531","https://openalex.org/W2344474200","https://openalex.org/W2535114562","https://openalex.org/W2559085405","https://openalex.org/W2606722458","https://openalex.org/W2626129225","https://openalex.org/W2742737904","https://openalex.org/W2806126660","https://openalex.org/W2806188488","https://openalex.org/W2889332130","https://openalex.org/W2889402930","https://openalex.org/W2890125283","https://openalex.org/W2893181787","https://openalex.org/W2895432151","https://openalex.org/W2903650079","https://openalex.org/W2912890176","https://openalex.org/W2916798096","https://openalex.org/W2918957870","https://openalex.org/W2963076818","https://openalex.org/W2963163009","https://openalex.org/W2963370182","https://openalex.org/W2963402313","https://openalex.org/W2964105113","https://openalex.org/W2965289829","https://openalex.org/W2999276659","https://openalex.org/W3101962329","https://openalex.org/W3106250896","https://openalex.org/W3107396195","https://openalex.org/W3108212103","https://openalex.org/W4297775537","https://openalex.org/W6639824700","https://openalex.org/W6640754710","https://openalex.org/W6697925102","https://openalex.org/W6737664043","https://openalex.org/W6750378959","https://openalex.org/W6755325935","https://openalex.org/W6758983380","https://openalex.org/W6785652829","https://openalex.org/W6786194810"],"related_works":["https://openalex.org/W2736638679","https://openalex.org/W4306804934","https://openalex.org/W4313046826","https://openalex.org/W3116585620","https://openalex.org/W3214583320","https://openalex.org/W1986753610","https://openalex.org/W2771387334","https://openalex.org/W1535835788","https://openalex.org/W3092389963","https://openalex.org/W2102434283"],"abstract_inverted_index":{"We":[0,110],"present":[1,111],"MVPose,":[2],"a":[3,27,56,159],"novel":[4,22],"system":[5],"designed":[6],"to":[7,30,68,93,114,163,197],"enable":[8],"real-time":[9],"multi-person":[10,190],"pose":[11,74,96],"estimation":[12,75,97],"(PE)":[13],"on":[14,126,173,207,214],"commodity":[15],"mobile":[16,215],"devices,":[17],"which":[18,104,152],"consists":[19],"of":[20,73,88,118,161,185],"three":[21],"techniques.":[23],"First,":[24],"MVPose":[25,54,82,125,135,181,194],"takes":[26],"motion-vector-based":[28],"approach":[29],"fast":[31],"and":[32,47,65,91,167,175,201,217],"accurately":[33],"track":[34],"the":[35,71,78,84,95,107,116,119,124,155,212],"human":[36],"keypoints":[37],"across":[38],"consecutive":[39],"frames,":[40],"rather":[41],"than":[42],"running":[43],"expensive":[44],"human-detection":[45],"model":[46,49,59,79,98],"pose-estimation":[48],"for":[50,99],"every":[51],"frame.":[52],"Second,":[53],"designs":[55],"mobile-friendly":[57],"PE":[58,144,191],"that":[60,134],"uses":[61],"lightweight":[62],"feature":[63],"extractors":[64],"multi-stage":[66],"network":[67],"significantly":[69,153],"reduce":[70],"latency":[72,172],"without":[76],"compromising":[77],"accuracy.":[80,192],"Third,":[81],"leverages":[83],"heterogeneous":[85],"computing":[86],"resources":[87],"both":[89],"CPU":[90,174,216],"GPU":[92],"execute":[94],"multiple":[100],"persons":[101,149],"in":[102,171,189,209],"parallel,":[103],"further":[105],"reduces":[106],"total":[108],"latency.":[109],"extensive":[112],"experiments":[113],"evaluate":[115],"effectiveness":[117],"proposed":[120],"tecniques":[121],"by":[122],"implemented":[123],"five":[127],"off-the-shelf":[128],"commercial":[129],"smartphones.":[130],"Evaluation":[131],"results":[132],"show":[133],"achieves":[136,182,195],"over":[137],"<bold":[138,146,164,168,186,198,202],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[139,147,165,169,187,199,203],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">30</b>":[140],"frames":[141],"per":[142,150],"second":[143],"with":[145,158,179,211],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">4</b>":[148],"frame,":[151],"outperforms":[154],"state-of-the-art":[156],"baseline,":[157,180],"speedup":[160],"up":[162,196],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">5.7\u00d7</b>":[166],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">3.8\u00d7</b>":[170],"GPU,":[176,218],"respectively.":[177,219],"Compared":[178],"an":[183],"improvement":[184],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">10.1%</b>":[188],"Furthermore,":[193],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">74.3%</b>":[200],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">57.6%</b>":[204],"energy-per-frame":[205],"saving":[206],"average":[208],"comparison":[210],"baseline":[213]},"counts_by_year":[{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
