{"id":"https://openalex.org/W3194569677","doi":"https://doi.org/10.1109/access.2021.3105553","title":"Error Compensation Heatmap Decoding for Human Pose Estimation","display_name":"Error Compensation Heatmap Decoding for Human Pose Estimation","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3194569677","doi":"https://doi.org/10.1109/access.2021.3105553","mag":"3194569677"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3105553","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3105553","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09514804.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/ielx7/6287639/6514899/09514804.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112547385","display_name":"Feiyu Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yang Feiyu","raw_affiliation_strings":["Orbbec Inc., Shenzhen, China","Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Orbbec Inc., Shenzhen, China","institution_ids":[]},{"raw_affiliation_string":"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037688227","display_name":"Zhan Song","orcid":"https://orcid.org/0000-0003-3585-6522"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Song Zhan","raw_affiliation_strings":["Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004997955","display_name":"Zhenzhong Xiao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiao Zhenzhong","raw_affiliation_strings":["Orbbec Inc., Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Orbbec Inc., Shenzhen, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030320893","display_name":"Mo Yaoyang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mo Yaoyang","raw_affiliation_strings":["Orbbec Inc., Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Orbbec Inc., Shenzhen, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101586393","display_name":"Yu Chen","orcid":"https://orcid.org/0000-0002-8673-7622"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen Yu","raw_affiliation_strings":["Orbbec Inc., Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Orbbec Inc., Shenzhen, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103140743","display_name":"Zhe Pan","orcid":"https://orcid.org/0009-0004-8888-3609"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pan Zhe","raw_affiliation_strings":["Orbbec Inc., Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Orbbec Inc., Shenzhen, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100402934","display_name":"Min Zhang","orcid":"https://orcid.org/0000-0002-6940-7146"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhang Min","raw_affiliation_strings":["Orbbec Inc., Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Orbbec Inc., Shenzhen, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100446996","display_name":"Yao Zhang","orcid":"https://orcid.org/0000-0002-8572-6905"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhang Yao","raw_affiliation_strings":["Orbbec Inc., Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Orbbec Inc., Shenzhen, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057301850","display_name":"Beibei Qian","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qian Beibei","raw_affiliation_strings":["Orbbec Inc., Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Orbbec Inc., Shenzhen, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078883186","display_name":"Jin Wu","orcid":"https://orcid.org/0000-0001-5930-4170"},"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":"Jin Wu","raw_affiliation_strings":["College of Energy and Power Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Energy and Power Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5112547385"],"corresponding_institution_ids":["https://openalex.org/I4210145761"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.1942,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.4916878,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"9","issue":null,"first_page":"114514","last_page":"114522"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9998000264167786,"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":0.9998000264167786,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.9954000115394592,"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/decoding-methods","display_name":"Decoding methods","score":0.8883601427078247},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7590142488479614},{"id":"https://openalex.org/keywords/compensation","display_name":"Compensation (psychology)","score":0.6414508819580078},{"id":"https://openalex.org/keywords/systematic-error","display_name":"Systematic error","score":0.44068291783332825},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4336017668247223},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.42513367533683777},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.42356163263320923},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39811551570892334},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16246634721755981},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1336478292942047}],"concepts":[{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.8883601427078247},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7590142488479614},{"id":"https://openalex.org/C2780023022","wikidata":"https://www.wikidata.org/wiki/Q1338171","display_name":"Compensation (psychology)","level":2,"score":0.6414508819580078},{"id":"https://openalex.org/C100253034","wikidata":"https://www.wikidata.org/wiki/Q196372","display_name":"Systematic error","level":2,"score":0.44068291783332825},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4336017668247223},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.42513367533683777},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.42356163263320923},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39811551570892334},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16246634721755981},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1336478292942047},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C11171543","wikidata":"https://www.wikidata.org/wiki/Q41630","display_name":"Psychoanalysis","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2021.3105553","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3105553","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09514804.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:d128bd14490f44e2adf716b3ebcef54b","is_oa":true,"landing_page_url":"https://doaj.org/article/d128bd14490f44e2adf716b3ebcef54b","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"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 9, Pp 114514-114522 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3105553","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3105553","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09514804.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":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1477544716","display_name":null,"funder_award_id":"Guangdong","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1791596785","display_name":null,"funder_award_id":"22101001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6599041592","display_name":null,"funder_award_id":"51906106","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G85854014","display_name":null,"funder_award_id":"2019622101001","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"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3194569677.pdf","grobid_xml":"https://content.openalex.org/works/W3194569677.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W1901129140","https://openalex.org/W2080873731","https://openalex.org/W2097117768","https://openalex.org/W2108598243","https://openalex.org/W2136391815","https://openalex.org/W2194775991","https://openalex.org/W2307770531","https://openalex.org/W2330914857","https://openalex.org/W2412782625","https://openalex.org/W2555751471","https://openalex.org/W2559085405","https://openalex.org/W2766736793","https://openalex.org/W2896489609","https://openalex.org/W2907715846","https://openalex.org/W2916798096","https://openalex.org/W2935837427","https://openalex.org/W2952819818","https://openalex.org/W2963037989","https://openalex.org/W2963150697","https://openalex.org/W2963402313","https://openalex.org/W2964221239","https://openalex.org/W2964304707","https://openalex.org/W3034750257","https://openalex.org/W3106250896","https://openalex.org/W4289047567","https://openalex.org/W6639102338","https://openalex.org/W6639824700","https://openalex.org/W6680285999","https://openalex.org/W6697925102","https://openalex.org/W6730410022","https://openalex.org/W6750378959","https://openalex.org/W6757733370","https://openalex.org/W6760424586","https://openalex.org/W6785652829"],"related_works":["https://openalex.org/W2161474341","https://openalex.org/W4302615923","https://openalex.org/W3203142394","https://openalex.org/W2379084545","https://openalex.org/W2351061015","https://openalex.org/W4220731478","https://openalex.org/W1974101135","https://openalex.org/W2017509870","https://openalex.org/W4251141768","https://openalex.org/W4360952157"],"abstract_inverted_index":{"As":[0],"a":[1,60],"fundamental":[2],"component":[3],"of":[4,30,110],"heatmap-based":[5],"human":[6],"pose":[7],"estimation":[8],"methods,":[9],"heatmap":[10,23,54],"decoding":[11,24,55],"is":[12],"to":[13,63],"transform":[14],"heatmaps":[15],"into":[16,56],"joint":[17],"coordinates.":[18],"We":[19,58],"found":[20],"that":[21],"previous":[22,81],"methods":[25],"generally":[26],"ignored":[27],"the":[28,35,40,46,50,65,80,85,88,108,111],"effect":[29],"systematic":[31,51,66],"errors":[32,52,69],"introduced":[33],"by":[34,48,73],"resolution":[36],"increaseing":[37],"operations":[38],"in":[39,53,70],"network":[41],"decoder.":[42],"This":[43],"work":[44],"fills":[45],"gap":[47],"taking":[49],"consideration.":[57],"proposed":[59,77,112],"fast":[61],"method":[62,78,83],"reduces":[64],"and":[67,87,104],"random":[68],"one":[71],"shot":[72],"error":[74],"compensation.":[75],"The":[76],"outperforms":[79],"best":[82],"on":[84],"COCO":[86],"MPII":[89],"datasets":[90,105],"while":[91],"being":[92],"over":[93],"2":[94],"times":[95],"faster.":[96],"Extensive":[97],"experiments":[98],"with":[99],"different":[100],"networks,":[101],"resolutions,":[102],"metrics":[103],"have":[106],"proved":[107],"rationality":[109],"idea.":[113]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}
