{"id":"https://openalex.org/W3045471054","doi":"https://doi.org/10.1109/access.2020.3010248","title":"The Progress of Human Pose Estimation: A Survey and Taxonomy of Models Applied in 2D Human Pose Estimation","display_name":"The Progress of Human Pose Estimation: A Survey and Taxonomy of Models Applied in 2D Human Pose Estimation","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3045471054","doi":"https://doi.org/10.1109/access.2020.3010248","mag":"3045471054"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3010248","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3010248","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09144178.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09144178.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044323991","display_name":"Tewodros Legesse Munea","orcid":"https://orcid.org/0000-0001-9777-6961"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tewodros Legesse Munea","raw_affiliation_strings":["School of Informatics, Xiamen University, Xiamen, China"],"raw_orcid":"https://orcid.org/0000-0001-9777-6961","affiliations":[{"raw_affiliation_string":"School of Informatics, Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048580746","display_name":"Yalew Zelalem Jembre","orcid":"https://orcid.org/0000-0002-6820-9447"},"institutions":[{"id":"https://openalex.org/I52010207","display_name":"Keimyung University","ror":"https://ror.org/00tjv0s33","country_code":"KR","type":"education","lineage":["https://openalex.org/I52010207"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yalew Zelalem Jembre","raw_affiliation_strings":["Department of Electronic Engineering, Keimyung University, Daegu, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Keimyung University, Daegu, South Korea","institution_ids":["https://openalex.org/I52010207"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068319303","display_name":"Halefom Tekle Weldegebriel","orcid":"https://orcid.org/0000-0001-5463-4365"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Halefom Tekle Weldegebriel","raw_affiliation_strings":["School of Informatics, Xiamen University, Xiamen, China"],"raw_orcid":"https://orcid.org/0000-0001-5463-4365","affiliations":[{"raw_affiliation_string":"School of Informatics, Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018441329","display_name":"Longbiao Chen","orcid":"https://orcid.org/0000-0002-4554-6782"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Longbiao Chen","raw_affiliation_strings":["School of Informatics, Xiamen University, Xiamen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Informatics, Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009018575","display_name":"Chenxi Huang","orcid":"https://orcid.org/0000-0002-2100-0259"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenxi Huang","raw_affiliation_strings":["School of Informatics, Xiamen University, Xiamen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Informatics, Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069056157","display_name":"Chenhui Yang","orcid":"https://orcid.org/0000-0002-8580-5451"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenhui Yang","raw_affiliation_strings":["School of Informatics, Xiamen University, Xiamen, China"],"raw_orcid":"https://orcid.org/0000-0002-8580-5451","affiliations":[{"raw_affiliation_string":"School of Informatics, Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":13.0206,"has_fulltext":true,"cited_by_count":273,"citation_normalized_percentile":{"value":0.99321492,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"8","issue":null,"first_page":"133330","last_page":"133348"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":1.0,"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":1.0,"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":0.9994999766349792,"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":0.9991999864578247,"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/pose","display_name":"Pose","score":0.8817601203918457},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8121260404586792},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.7230448722839355},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6679489612579346},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.6488286256790161},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4765889346599579},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4717997610569},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.33563363552093506}],"concepts":[{"id":"https://openalex.org/C52102323","wikidata":"https://www.wikidata.org/wiki/Q1671968","display_name":"Pose","level":2,"score":0.8817601203918457},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8121260404586792},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.7230448722839355},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6679489612579346},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.6488286256790161},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4765889346599579},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4717997610569},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.33563363552093506},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3010248","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3010248","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09144178.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2e77b3f18d014731923435a5f0e65501","is_oa":true,"landing_page_url":"https://doaj.org/article/2e77b3f18d014731923435a5f0e65501","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 133330-133348 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3010248","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3010248","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09144178.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3045471054.pdf","grobid_xml":"https://content.openalex.org/works/W3045471054.grobid-xml"},"referenced_works_count":70,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1536680647","https://openalex.org/W1861492603","https://openalex.org/W1912967058","https://openalex.org/W1936750108","https://openalex.org/W1948369226","https://openalex.org/W1993149133","https://openalex.org/W1994529670","https://openalex.org/W1997500560","https://openalex.org/W2013640163","https://openalex.org/W2014652105","https://openalex.org/W2031489346","https://openalex.org/W2057204268","https://openalex.org/W2074587583","https://openalex.org/W2075563626","https://openalex.org/W2080873731","https://openalex.org/W2082715079","https://openalex.org/W2097117768","https://openalex.org/W2097151019","https://openalex.org/W2102605133","https://openalex.org/W2113325037","https://openalex.org/W2121955477","https://openalex.org/W2128271252","https://openalex.org/W2131263044","https://openalex.org/W2135533529","https://openalex.org/W2137940226","https://openalex.org/W2149382413","https://openalex.org/W2155394491","https://openalex.org/W2175012183","https://openalex.org/W2176950688","https://openalex.org/W2194775991","https://openalex.org/W2261434820","https://openalex.org/W2307770531","https://openalex.org/W2382036597","https://openalex.org/W2554777659","https://openalex.org/W2559085405","https://openalex.org/W2565639579","https://openalex.org/W2613192286","https://openalex.org/W2798721181","https://openalex.org/W2907137919","https://openalex.org/W2916431757","https://openalex.org/W2916798096","https://openalex.org/W2948527806","https://openalex.org/W2962820842","https://openalex.org/W2962954622","https://openalex.org/W2963150697","https://openalex.org/W2963402313","https://openalex.org/W2963474899","https://openalex.org/W2964084369","https://openalex.org/W2964221239","https://openalex.org/W2964238416","https://openalex.org/W2964304707","https://openalex.org/W2979313478","https://openalex.org/W2987823372","https://openalex.org/W2990229957","https://openalex.org/W2991316208","https://openalex.org/W3000322757","https://openalex.org/W3013439889","https://openalex.org/W3034750257","https://openalex.org/W3141776272","https://openalex.org/W4241625529","https://openalex.org/W6639102338","https://openalex.org/W6640740087","https://openalex.org/W6682891246","https://openalex.org/W6709775842","https://openalex.org/W6757658208","https://openalex.org/W6759892625","https://openalex.org/W6769006072","https://openalex.org/W6770971415","https://openalex.org/W6963164038"],"related_works":["https://openalex.org/W2381242807","https://openalex.org/W2751208925","https://openalex.org/W2347541121","https://openalex.org/W4288804799","https://openalex.org/W3032237421","https://openalex.org/W2080951048","https://openalex.org/W2390346111","https://openalex.org/W2065552215","https://openalex.org/W2369082698","https://openalex.org/W2401808953"],"abstract_inverted_index":{"Human":[0],"pose":[1,63,78,97,110,130],"estimation":[2,79,98,131],"localizes":[3],"body":[4],"keypoints":[5],"to":[6,22,49,87,161,177],"accurately":[7],"recognizing":[8],"the":[9,51,58,82,92,134,138,157,163,183],"postures":[10],"of":[11,25,60,84,116,142,188],"individuals":[12],"given":[13,119],"an":[14],"image.":[15],"This":[16,165],"step":[17],"is":[18,68,118,167],"a":[19,74,114,125,170],"crucial":[20],"prerequisite":[21],"multiple":[23],"tasks":[24],"computer":[26],"vision":[27],"which":[28],"include":[29],"human":[30,33,62,96,129],"action":[31],"recognition,":[32],"tracking,":[34],"human-computer":[35],"interaction,":[36],"gaming,":[37],"sign":[38],"languages,":[39],"and":[40,54,105,132,150,174,185],"video":[41],"surveillance.":[42],"Therefore,":[43],"we":[44],"present":[45],"this":[46],"survey":[47],"article":[48],"fill":[50],"knowledge":[52],"gap":[53],"shed":[55],"light":[56],"on":[57,81,120,128],"researches":[59,123],"2D":[61],"estimation.":[64,111],"A":[65],"brief":[66],"introduction":[67],"followed":[69],"by":[70,181],"classifying":[71],"it":[72],"as":[73,154,156,169],"single":[75],"or":[76],"multi-person":[77],"based":[80],"number":[83],"people":[85],"needed":[86],"be":[88],"tracked.":[89],"Then":[90],"gradually":[91],"approaches":[93],"used":[94,160],"in":[95,109],"are":[99],"described":[100],"before":[101],"listing":[102],"some":[103],"applications":[104],"also":[106],"flaws":[107,187],"facing":[108],"Following":[112],"that,":[113],"center":[115],"attention":[117],"briefly":[121],"discussing":[122],"with":[124,146],"significant":[126],"effect":[127],"examine":[133],"novelty,":[135],"motivation,":[136],"architecture,":[137],"procedures":[139],"(working":[140],"principles)":[141],"each":[143],"model":[144],"together":[145],"its":[147],"practical":[148],"application":[149],"drawbacks,":[151],"datasets":[152],"implemented,":[153],"well":[155],"evaluation":[158],"metrics":[159],"evaluate":[162],"model.":[164],"review":[166],"presented":[168],"baseline":[171],"for":[172],"newcomers":[173],"guides":[175],"researchers":[176],"discover":[178],"new":[179],"models":[180],"observing":[182],"procedure":[184],"architecture":[186],"existing":[189],"researches.":[190]},"counts_by_year":[{"year":2026,"cited_by_count":27},{"year":2025,"cited_by_count":51},{"year":2024,"cited_by_count":60},{"year":2023,"cited_by_count":71},{"year":2022,"cited_by_count":48},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":2}],"updated_date":"2026-08-06T08:24:18.245995","created_date":"2025-10-10T00:00:00"}
