{"id":"https://openalex.org/W4415317302","doi":"https://doi.org/10.1007/s10791-025-09726-8","title":"An in-depth exploration of structural pose estimation strategies and datasets","display_name":"An in-depth exploration of structural pose estimation strategies and datasets","publication_year":2025,"publication_date":"2025-10-18","ids":{"openalex":"https://openalex.org/W4415317302","doi":"https://doi.org/10.1007/s10791-025-09726-8"},"language":"en","primary_location":{"id":"doi:10.1007/s10791-025-09726-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10791-025-09726-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10791-025-09726-8.pdf","source":{"id":"https://openalex.org/S5407036663","display_name":"Discover Computing","issn_l":"2948-2992","issn":["2948-2992"],"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://link.springer.com/content/pdf/10.1007/s10791-025-09726-8.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009142855","display_name":"Ruchi Jayaswal","orcid":"https://orcid.org/0000-0002-1289-2160"},"institutions":[{"id":"https://openalex.org/I244572783","display_name":"Symbiosis International University","ror":"https://ror.org/005r2ww51","country_code":"IN","type":"education","lineage":["https://openalex.org/I244572783"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ruchi Jayaswal","raw_affiliation_strings":["Department of AIML, Symbiosis Institute of Technology, Pune, Maharashtra, 412115, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of AIML, Symbiosis Institute of Technology, Pune, Maharashtra, 412115, India","institution_ids":["https://openalex.org/I244572783"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102844403","display_name":"Mohd. Aquib Ansari","orcid":"https://orcid.org/0000-0003-2778-8339"},"institutions":[{"id":"https://openalex.org/I155125381","display_name":"Galgotias University","ror":"https://ror.org/02w8ba206","country_code":"IN","type":"education","lineage":["https://openalex.org/I155125381"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Mohd. Aquib Ansari","raw_affiliation_strings":["SCSE, Galgotias University, U.P., 203201, Greater Noida, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SCSE, Galgotias University, U.P., 203201, Greater Noida, India","institution_ids":["https://openalex.org/I155125381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051979650","display_name":"Arvind Mewada","orcid":"https://orcid.org/0000-0002-4680-611X"},"institutions":[{"id":"https://openalex.org/I3129773123","display_name":"Bennett University","ror":"https://ror.org/00an5hx75","country_code":"IN","type":"education","lineage":["https://openalex.org/I3129773123"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Arvind Mewada","raw_affiliation_strings":["SCSET, Bennett University, Greater Noida, U.P., 201310, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SCSET, Bennett University, Greater Noida, U.P., 201310, India","institution_ids":["https://openalex.org/I3129773123"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050553206","display_name":"Preksha Pareek","orcid":"https://orcid.org/0000-0002-5653-1500"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Preksha Pareek","raw_affiliation_strings":["Computer Engineering Department, Thakur College of Engineering and Technology, Mumbai, 400101, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, Thakur College of Engineering and Technology, Mumbai, 400101, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078683428","display_name":"Shahnawaz Ahmad","orcid":"https://orcid.org/0000-0001-9039-3757"},"institutions":[{"id":"https://openalex.org/I3129773123","display_name":"Bennett University","ror":"https://ror.org/00an5hx75","country_code":"IN","type":"education","lineage":["https://openalex.org/I3129773123"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shahnawaz Ahmad","raw_affiliation_strings":["SCSET, Bennett University, Greater Noida, U.P., 201310, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SCSET, Bennett University, Greater Noida, U.P., 201310, India","institution_ids":["https://openalex.org/I3129773123"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5102844403"],"corresponding_institution_ids":["https://openalex.org/I155125381"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.26731383,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"28","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","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/T11211","display_name":"3D Surveying and Cultural Heritage","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9919999837875366,"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":0.7793999910354614},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.652400016784668},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5864999890327454},{"id":"https://openalex.org/keywords/robotics","display_name":"Robotics","score":0.5224999785423279},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4487999975681305},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.3971000015735626},{"id":"https://openalex.org/keywords/kinematics","display_name":"Kinematics","score":0.3944000005722046}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8021000027656555},{"id":"https://openalex.org/C52102323","wikidata":"https://www.wikidata.org/wiki/Q1671968","display_name":"Pose","level":2,"score":0.7793999910354614},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6991000175476074},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.652400016784668},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5864999890327454},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5841000080108643},{"id":"https://openalex.org/C34413123","wikidata":"https://www.wikidata.org/wiki/Q170978","display_name":"Robotics","level":3,"score":0.5224999785423279},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4487999975681305},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3971000015735626},{"id":"https://openalex.org/C39920418","wikidata":"https://www.wikidata.org/wiki/Q11476","display_name":"Kinematics","level":2,"score":0.3944000005722046},{"id":"https://openalex.org/C36613465","wikidata":"https://www.wikidata.org/wiki/Q4636322","display_name":"3D pose estimation","level":3,"score":0.37470000982284546},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.34869998693466187},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3303000032901764},{"id":"https://openalex.org/C115051666","wikidata":"https://www.wikidata.org/wiki/Q6522493","display_name":"Ranging","level":2,"score":0.289000004529953},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.28279998898506165},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.2816999852657318},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.2605000138282776},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.2542000114917755},{"id":"https://openalex.org/C48007421","wikidata":"https://www.wikidata.org/wiki/Q676252","display_name":"Motion capture","level":3,"score":0.2524000108242035}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10791-025-09726-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10791-025-09726-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10791-025-09726-8.pdf","source":{"id":"https://openalex.org/S5407036663","display_name":"Discover Computing","issn_l":"2948-2992","issn":["2948-2992"],"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:113eef3e2262468ebd964400323e37e8","is_oa":true,"landing_page_url":"https://doaj.org/article/113eef3e2262468ebd964400323e37e8","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":"Discover Computing, Vol 28, Iss 1, Pp 1-53 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s10791-025-09726-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10791-025-09726-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10791-025-09726-8.pdf","source":{"id":"https://openalex.org/S5407036663","display_name":"Discover Computing","issn_l":"2948-2992","issn":["2948-2992"],"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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4415317302.pdf"},"referenced_works_count":119,"referenced_works":["https://openalex.org/W1964339024","https://openalex.org/W1977632561","https://openalex.org/W1989191365","https://openalex.org/W2002507949","https://openalex.org/W2002823969","https://openalex.org/W2025112904","https://openalex.org/W2049462432","https://openalex.org/W2062192902","https://openalex.org/W2090549674","https://openalex.org/W2101032778","https://openalex.org/W2102037098","https://openalex.org/W2137940226","https://openalex.org/W2142540304","https://openalex.org/W2148045290","https://openalex.org/W2148254172","https://openalex.org/W2170208355","https://openalex.org/W2342006632","https://openalex.org/W2483862638","https://openalex.org/W2554777659","https://openalex.org/W2573098616","https://openalex.org/W2754534665","https://openalex.org/W2772578059","https://openalex.org/W2789129057","https://openalex.org/W2883697687","https://openalex.org/W2887475568","https://openalex.org/W2889332130","https://openalex.org/W2947197489","https://openalex.org/W2953755916","https://openalex.org/W2956061722","https://openalex.org/W2958537753","https://openalex.org/W2962730651","https://openalex.org/W2962773068","https://openalex.org/W2963355447","https://openalex.org/W2963402313","https://openalex.org/W2963759896","https://openalex.org/W2964084369","https://openalex.org/W2964238416","https://openalex.org/W2978956737","https://openalex.org/W2982207224","https://openalex.org/W2982627166","https://openalex.org/W2991316208","https://openalex.org/W3000322757","https://openalex.org/W3007566073","https://openalex.org/W3015056129","https://openalex.org/W3047214964","https://openalex.org/W3049411219","https://openalex.org/W3094016061","https://openalex.org/W3094630791","https://openalex.org/W3096374086","https://openalex.org/W3097580349","https://openalex.org/W3109597949","https://openalex.org/W3113261752","https://openalex.org/W3159818808","https://openalex.org/W3165265377","https://openalex.org/W4210430789","https://openalex.org/W4232988217","https://openalex.org/W4285981712","https://openalex.org/W4291926315","https://openalex.org/W4309714551","https://openalex.org/W4312799843","https://openalex.org/W4313451543","https://openalex.org/W4321789190","https://openalex.org/W4382457852","https://openalex.org/W4383755718","https://openalex.org/W4384202713","https://openalex.org/W4385780451","https://openalex.org/W4385893171","https://openalex.org/W4386396721","https://openalex.org/W4388904694","https://openalex.org/W4390562959","https://openalex.org/W4391582461","https://openalex.org/W4391814420","https://openalex.org/W4393128714","https://openalex.org/W4393162233","https://openalex.org/W4393405773","https://openalex.org/W4394625518","https://openalex.org/W4395029212","https://openalex.org/W4395093772","https://openalex.org/W4396578772","https://openalex.org/W4396929802","https://openalex.org/W4400679617","https://openalex.org/W4401359952","https://openalex.org/W4401770219","https://openalex.org/W4402390363","https://openalex.org/W4402727236","https://openalex.org/W4402858259","https://openalex.org/W4402877955","https://openalex.org/W4402930399","https://openalex.org/W4403445728","https://openalex.org/W4403557014","https://openalex.org/W4403935426","https://openalex.org/W4404055366","https://openalex.org/W4404459173","https://openalex.org/W4404612978","https://openalex.org/W4404732753","https://openalex.org/W4404853794","https://openalex.org/W4405030066","https://openalex.org/W4405464548","https://openalex.org/W4405790830","https://openalex.org/W4406057792","https://openalex.org/W4406081037","https://openalex.org/W4406445561","https://openalex.org/W4406705594","https://openalex.org/W4406771149","https://openalex.org/W4406793974","https://openalex.org/W4407097618","https://openalex.org/W4407227747","https://openalex.org/W4407246911","https://openalex.org/W4407585426","https://openalex.org/W4407856746","https://openalex.org/W4407921578","https://openalex.org/W4408658474","https://openalex.org/W4409329726","https://openalex.org/W4409574797","https://openalex.org/W4409683518","https://openalex.org/W4409724538","https://openalex.org/W4410068031","https://openalex.org/W4410719582","https://openalex.org/W4413109683"],"related_works":[],"abstract_inverted_index":{"Human":[0],"Pose":[1],"Estimation":[2],"(HPE)":[3],"refers":[4],"to":[5,19,51,62,102,139,148,165,170],"detecting":[6],"the":[7,56,124,135,151],"major":[8],"joints":[9],"(skeleton)":[10],"of":[11,28,59,126,134,153],"a":[12],"human":[13],"and":[14,42,77,80,84,111,123,155,163],"their":[15,108],"motion":[16],"in":[17,150,157],"order":[18],"recognize":[20],"any":[21,127],"action.":[22],"This":[23,45],"task":[24,167],"is":[25],"important":[26],"because":[27],"its":[29],"serious":[30],"implications,":[31],"such":[32,159],"as":[33,132,160],"surveillance,":[34],"autonomous":[35],"vehicles,":[36],"sports":[37],"analytics,":[38],"human-computer":[39],"applications,":[40],"animation,":[41],"medical":[43],"tracking.":[44],"article":[46],"discusses":[47],"various":[48,70,115],"methods":[49],"used":[50,101],"survey":[52],"HPE,":[53],"ranging":[54],"from":[55],"fundamental":[57],"principles":[58],"computer":[60],"vision":[61],"advanced":[63],"deep":[64],"learning":[65,162],"(DL)":[66],"models.":[67,86],"We":[68,141],"investigate":[69,92,143],"structural":[71],"pose":[72],"estimation":[73],"strategies":[74],"for":[75,114],"2D":[76],"3D":[78],"domains":[79],"explore":[81],"volumetric,":[82],"planar,":[83],"kinematic":[85],"Not":[87],"only":[88],"does":[89],"this":[90],"paper":[91],"methodology,":[93],"but":[94],"we":[95],"also":[96],"evaluate":[97],"popular":[98],"benchmark":[99],"datasets":[100],"test":[103],"these":[104],"methods,":[105],"looking":[106],"into":[107],"pros,":[109],"cons,":[110],"overall":[112],"usefulness":[113],"HPE":[116],"problems.":[117],"Depth":[118],"ambiguity,":[119],"viewpoint":[120],"variation,":[121],"occlusion,":[122],"absence":[125],"annotated":[128],"data":[129],"are":[130],"described":[131],"some":[133],"many":[136],"critical":[137],"challenges":[138],"overcome.":[140],"further":[142],"what":[144],"can":[145],"be":[146],"done":[147],"assist":[149],"use":[152],"robotics":[154],"surveillance":[156],"real-time,":[158],"self-supervised":[161],"adapting":[164],"specific":[166],"domains,":[168],"aiming":[169],"drive":[171],"future":[172],"efforts":[173],"forward.":[174]},"counts_by_year":[],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-18T00:00:00"}