{"id":"https://openalex.org/W4407691624","doi":"https://doi.org/10.1109/iceic64972.2025.10879645","title":"GolfPoseNet: Golf-Specific 3D Human Pose Estimation Network","display_name":"GolfPoseNet: Golf-Specific 3D Human Pose Estimation Network","publication_year":2025,"publication_date":"2025-01-19","ids":{"openalex":"https://openalex.org/W4407691624","doi":"https://doi.org/10.1109/iceic64972.2025.10879645"},"language":"en","primary_location":{"id":"doi:10.1109/iceic64972.2025.10879645","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iceic64972.2025.10879645","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Conference on Electronics, Information, and Communication (ICEIC)","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/A5078625487","display_name":"B. Hyle Park","orcid":null},"institutions":[{"id":"https://openalex.org/I51226738","display_name":"Dong-A University","ror":"https://ror.org/03qvtpc38","country_code":"KR","type":"education","lineage":["https://openalex.org/I51226738"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"BoJeong Park","raw_affiliation_strings":["Dong-A University,dept. of Electric Engineering,Busan,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dong-A University,dept. of Electric Engineering,Busan,South Korea","institution_ids":["https://openalex.org/I51226738"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100639737","display_name":"Jongwoo Kim","orcid":"https://orcid.org/0009-0002-5229-6109"},"institutions":[{"id":"https://openalex.org/I51226738","display_name":"Dong-A University","ror":"https://ror.org/03qvtpc38","country_code":"KR","type":"education","lineage":["https://openalex.org/I51226738"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"JongWoo Kim","raw_affiliation_strings":["Dong-A University,dept. of Electric Engineering,Busan,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dong-A University,dept. of Electric Engineering,Busan,South Korea","institution_ids":["https://openalex.org/I51226738"]}]},{"author_position":"middle","author":{"id":null,"display_name":"SeoYeong Mun","orcid":null},"institutions":[{"id":"https://openalex.org/I51226738","display_name":"Dong-A University","ror":"https://ror.org/03qvtpc38","country_code":"KR","type":"education","lineage":["https://openalex.org/I51226738"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"SeoYeong Mun","raw_affiliation_strings":["Dong-A University,dept. of Electric Engineering,Busan,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dong-A University,dept. of Electric Engineering,Busan,South Korea","institution_ids":["https://openalex.org/I51226738"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103067592","display_name":"Young-Lim Choi","orcid":"https://orcid.org/0000-0002-9169-7768"},"institutions":[{"id":"https://openalex.org/I51226738","display_name":"Dong-A University","ror":"https://ror.org/03qvtpc38","country_code":"KR","type":"education","lineage":["https://openalex.org/I51226738"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Younglim Choi","raw_affiliation_strings":["Dong-A University,dept. of Software Innovation Center,Busan,South Korea"],"raw_orcid":"https://orcid.org/0000-0002-9169-7768","affiliations":[{"raw_affiliation_string":"Dong-A University,dept. of Software Innovation Center,Busan,South Korea","institution_ids":["https://openalex.org/I51226738"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100326524","display_name":"Hyun-Seok Kim","orcid":"https://orcid.org/0000-0003-3767-0350"},"institutions":[{"id":"https://openalex.org/I51226738","display_name":"Dong-A University","ror":"https://ror.org/03qvtpc38","country_code":"KR","type":"education","lineage":["https://openalex.org/I51226738"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyunseok Kim","raw_affiliation_strings":["Dong-A University,dept. of Computer Engineering,Busan,South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dong-A University,dept. of Computer Engineering,Busan,South Korea","institution_ids":["https://openalex.org/I51226738"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5078625487"],"corresponding_institution_ids":["https://openalex.org/I51226738"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01821492,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9918000102043152,"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":0.9918000102043152,"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":0.9911999702453613,"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/T12677","display_name":"Sports Dynamics and Biomechanics","score":0.9876999855041504,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pose","display_name":"Pose","score":0.702904999256134},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.661566972732544},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.525565505027771},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4039493501186371},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3266248106956482},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12219396233558655},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.06704622507095337}],"concepts":[{"id":"https://openalex.org/C52102323","wikidata":"https://www.wikidata.org/wiki/Q1671968","display_name":"Pose","level":2,"score":0.702904999256134},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.661566972732544},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.525565505027771},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4039493501186371},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3266248106956482},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12219396233558655},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.06704622507095337}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iceic64972.2025.10879645","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iceic64972.2025.10879645","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Conference on Electronics, Information, and Communication (ICEIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.46000000834465027,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2101032778","https://openalex.org/W2612706635","https://openalex.org/W2919066845","https://openalex.org/W2962896489","https://openalex.org/W2964179555","https://openalex.org/W2964728237","https://openalex.org/W3089173771","https://openalex.org/W3177949351","https://openalex.org/W4214684804","https://openalex.org/W4282583965","https://openalex.org/W4312249545","https://openalex.org/W4313167455","https://openalex.org/W4386879388","https://openalex.org/W4398224862","https://openalex.org/W6604254268","https://openalex.org/W6684430440","https://openalex.org/W6805676144","https://openalex.org/W6910275876"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"This":[0],"paper":[1],"aims":[2],"to":[3,51,58,73,86,91,103,171],"develop":[4],"a":[5,10,15,70,89],"robotic":[6],"golf":[7,22,32,49],"trainer":[8],"using":[9],"wheeled":[11],"robot":[12],"and":[13,47,65,80,95,99,107,132,154,160,166,174],"create":[14],"model":[16,42,72,119],"that":[17,116],"accurately":[18],"recognizes":[19],"the":[20,105,111,117,176],"user's":[21],"motion.":[23],"Since":[24],"existing":[25],"3D":[26,93,130,137],"pose":[27,61,127],"models":[28],"show":[29,115],"limitations":[30],"in":[31,147],"motion":[33,156],"recognition":[34,41],"[1],":[35],"[2],":[36],"we":[37],"propose":[38],"an":[39],"optimized":[40],"by":[43],"combining":[44],"various":[45,148],"methods":[46],"preprocessing":[48],"datasets":[50,165],"overcome":[52],"these":[53,67],"problems.":[54],"We":[55],"used":[56,102,146],"HRNet":[57],"estimate":[59],"2D":[60,126],"from":[62,124],"video":[63],"frames":[64],"fed":[66],"data":[68,128,138],"into":[69],"transformer-based":[71],"generate":[74],"three":[75],"hypotheses":[76],"through":[77],"residual":[78],"linking":[79],"embedding":[81],"layers.":[82],"These":[83],"were":[84,101],"integrated":[85],"finally":[87],"design":[88],"structure":[90],"predict":[92],"pose,":[94],"batch":[96],"normalization,":[97],"dropout,":[98],"LeakyReLU":[100],"improve":[104,172],"stability":[106],"nonlinearity":[108],"handling":[109],"of":[110],"model.":[112],"Experimental":[113],"results":[114],"proposed":[118,142],"effectively":[120],"learns":[121],"temporal":[122],"information":[123],"multi-view":[125],"without":[129],"annotation":[131],"performs":[133],"well":[134],"even":[135],"when":[136],"is":[139,169],"scarce.":[140],"The":[141],"method":[143],"can":[144],"be":[145],"applications":[149],"such":[150],"as":[151],"human-robot":[152],"interaction":[153],"sports":[155],"analysis":[157],"including":[158],"golf,":[159],"further":[161,173],"research":[162],"on":[163],"multiple":[164],"real-world":[167],"environments":[168],"expected":[170],"generalize":[175],"model's":[177],"performance.":[178]},"counts_by_year":[],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}