{"id":"https://openalex.org/W3170051847","doi":"https://doi.org/10.34768/amcs-2021-0009","title":"A single upper limb pose estimation method based on the improved stacked hourglass network","display_name":"A single upper limb pose estimation method based on the improved stacked hourglass network","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3170051847","doi":"https://doi.org/10.34768/amcs-2021-0009","mag":"3170051847"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.34768/amcs-2021-0009","pdf_url":"https://sciendo.com/pdf/10.34768/amcs-2021-0009","source":{"id":"https://openalex.org/S117679522","display_name":"International Journal of Applied Mathematics and Computer Science","issn_l":"1641-876X","issn":["1641-876X","2083-8492"],"is_oa":true,"is_in_doaj":true,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310320322","host_organization_name":"De Gruyter Open","host_organization_lineage":["https://openalex.org/P4310320322","https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter Open","De Gruyter"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"journal-article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://sciendo.com/pdf/10.34768/amcs-2021-0009","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082599710","display_name":"Gang Peng","orcid":"https://orcid.org/0000-0001-8801-0972"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]},{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Gang Peng","raw_affiliation_strings":["Key Laboratory of Image Processing and Intelligent Control Ministry of Education Wuhan 430074, China","School of Artificial Intelligence and Automation Huazhong University of Science and Technology No. 1037 Luoyu Road, Hongshan District, Wuhan 430074, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence and Automation Huazhong University of Science and Technology No. 1037 Luoyu Road, Hongshan District, Wuhan 430074, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"Key Laboratory of Image Processing and Intelligent Control Ministry of Education Wuhan 430074, China","institution_ids":["https://openalex.org/I1327237609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014006529","display_name":"Yuezhi Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuezhi Zheng","raw_affiliation_strings":["Key Laboratory of Image Processing and Intelligent Control Ministry of Education Wuhan 430074, China","School of Artificial Intelligence and Automation Huazhong University of Science and Technology No. 1037 Luoyu Road, Hongshan District, Wuhan 430074, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Image Processing and Intelligent Control Ministry of Education Wuhan 430074, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"School of Artificial Intelligence and Automation Huazhong University of Science and Technology No. 1037 Luoyu Road, Hongshan District, Wuhan 430074, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100462010","display_name":"Jianfeng Li","orcid":"https://orcid.org/0000-0002-0865-790X"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianfeng Li","raw_affiliation_strings":["Key Laboratory of Image Processing and Intelligent Control Ministry of Education Wuhan 430074, China","School of Artificial Intelligence and Automation Huazhong University of Science and Technology No. 1037 Luoyu Road, Hongshan District, Wuhan 430074, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Image Processing and Intelligent Control Ministry of Education Wuhan 430074, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"School of Artificial Intelligence and Automation Huazhong University of Science and Technology No. 1037 Luoyu Road, Hongshan District, Wuhan 430074, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101574527","display_name":"Jin Yang","orcid":"https://orcid.org/0000-0003-1900-520X"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin Yang","raw_affiliation_strings":["Key Laboratory of Image Processing and Intelligent Control Ministry of Education Wuhan 430074, China","School of Artificial Intelligence and Automation Huazhong University of Science and Technology No. 1037 Luoyu Road, Hongshan District, Wuhan 430074, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Image Processing and Intelligent Control Ministry of Education Wuhan 430074, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"School of Artificial Intelligence and Automation Huazhong University of Science and Technology No. 1037 Luoyu Road, Hongshan District, Wuhan 430074, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5082599710"],"corresponding_institution_ids":["https://openalex.org/I47720641","https://openalex.org/I1327237609"],"apc_list":{"value":4080,"currency":"PLN","value_usd":1100,"provenance":"doaj"},"apc_paid":{"value":4080,"currency":"PLN","value_usd":1100,"provenance":"doaj"},"fwci":0.298,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.590309,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":72,"max":76},"biblio":{"volume":"31","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9999,"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":0.9999,"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":0.9964,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9949,"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/hourglass","display_name":"Hourglass","score":0.9116409},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.49066222}],"concepts":[{"id":"https://openalex.org/C127532173","wikidata":"https://www.wikidata.org/wiki/Q179904","display_name":"Hourglass","level":2,"score":0.9116409},{"id":"https://openalex.org/C52102323","wikidata":"https://www.wikidata.org/wiki/Q1671968","display_name":"Pose","level":2,"score":0.8464836},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7053874},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.58560526},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.50279427},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.49066222},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.47479218},{"id":"https://openalex.org/C28855332","wikidata":"https://www.wikidata.org/wiki/Q198099","display_name":"Quantization (signal processing)","level":2,"score":0.4478074},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","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},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.34768/amcs-2021-0009","pdf_url":"https://sciendo.com/pdf/10.34768/amcs-2021-0009","source":{"id":"https://openalex.org/S117679522","display_name":"International Journal of Applied Mathematics and Computer Science","issn_l":"1641-876X","issn":["1641-876X","2083-8492"],"is_oa":true,"is_in_doaj":true,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310320322","host_organization_name":"De Gruyter Open","host_organization_lineage":["https://openalex.org/P4310320322","https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter Open","De Gruyter"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":false,"landing_page_url":"https://doaj.org/article/42d24aad45b0460a8af2a5872fa3dce9","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":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2004.07456","pdf_url":"https://arxiv.org/pdf/2004.07456","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.34768/amcs-2021-0009","pdf_url":"https://sciendo.com/pdf/10.34768/amcs-2021-0009","source":{"id":"https://openalex.org/S117679522","display_name":"International Journal of Applied Mathematics and Computer Science","issn_l":"1641-876X","issn":["1641-876X","2083-8492"],"is_oa":true,"is_in_doaj":true,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310320322","host_organization_name":"De Gruyter Open","host_organization_lineage":["https://openalex.org/P4310320322","https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter Open","De Gruyter"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":26,"referenced_works":["https://openalex.org/W1556186621","https://openalex.org/W1903029394","https://openalex.org/W1936750108","https://openalex.org/W1948369226","https://openalex.org/W2080873731","https://openalex.org/W2113325037","https://openalex.org/W2266558655","https://openalex.org/W2307770531","https://openalex.org/W2330914857","https://openalex.org/W2464305746","https://openalex.org/W2742737904","https://openalex.org/W2796347433","https://openalex.org/W2895637703","https://openalex.org/W2916798096","https://openalex.org/W2949447708","https://openalex.org/W2963402313","https://openalex.org/W2963598138","https://openalex.org/W2964062189","https://openalex.org/W2964105113","https://openalex.org/W2964304707","https://openalex.org/W3008431228","https://openalex.org/W3035707711","https://openalex.org/W3045594995","https://openalex.org/W4293584584","https://openalex.org/W4308909683","https://openalex.org/W602397586"],"related_works":["https://openalex.org/W4384787011","https://openalex.org/W4379932926","https://openalex.org/W3209856089","https://openalex.org/W3141841835","https://openalex.org/W3139354174","https://openalex.org/W3016755410","https://openalex.org/W2512390310","https://openalex.org/W2380057626","https://openalex.org/W2059645356","https://openalex.org/W2008001194"],"abstract_inverted_index":{"At":[0],"present,":[1],"most":[2],"high-accuracy":[3],"single-person":[4,27,63,76,101,161],"pose":[5,28,64,79,92,175],"estimation":[6,29,80,176],"methods":[7],"have":[8],"high":[9,32,57,170,184],"computational":[10],"complexity":[11],"and":[12,59,89,154,172,186],"insufficient":[13],"real-time":[14,33,60,90,187],"performance":[15,34,61],"due":[16,41],"to":[17,37,42,54,116,140],"the":[18,22,43,47,95,118,122,126,130,142,149,159,174,180],"complex":[19],"structure":[20,45],"of":[21,46,121,132,145,148],"network":[23,48,98],"model.":[24,49],"However,":[25],"a":[26,75,100],"method":[30,81,177],"with":[31],"also":[35],"needs":[36],"improve":[38],"its":[39],"accuracy":[40,58,171,185],"simple":[44],"It":[50],"is":[51,109,114,138],"currently":[52],"difficult":[53],"achieve":[55],"both":[56],"in":[62,68,125],"estimation.":[65,93],"For":[66],"use":[67],"human\u2013machine":[69],"cooperative":[70],"operations,":[71],"this":[72],"paper":[73],"proposes":[74],"upper":[77,102,162],"limb":[78,91,103,163],"based":[82,178],"on":[83,179],"an":[84],"end-to-end":[85,181],"approach":[86,182],"for":[87],"accurate":[88],"Using":[94],"stacked":[96],"hourglass":[97,123],"model,":[99,128],"skeleton":[104,164],"key":[105,146,165],"point":[106,166],"detection":[107,167],"model":[108,168],"designed.":[110],"A":[111],"deconvolution":[112],"layer":[113],"employed":[115],"replace":[117],"up-sampling":[119],"operation":[120],"module":[124],"original":[127],"solving":[129],"problem":[131],"rough":[133],"feature":[134],"maps.":[135],"Integral":[136],"regression":[137],"used":[139],"calculate":[141],"position":[143],"coordinates":[144],"points":[147],"skeleton,":[150],"reducing":[151],"quantization":[152],"errors":[153],"calculations.":[155],"Experiments":[156],"show":[157],"that":[158,173],"developed":[160],"achieves":[169],"provides":[183],"performance.":[188]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3170051847","counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-01-21T02:27:45.331933","created_date":"2021-06-22"}