{"id":"https://openalex.org/W2073246097","doi":"https://doi.org/10.1109/cvpr.2012.6248052","title":"Articulated people detection and pose estimation: Reshaping the future","display_name":"Articulated people detection and pose estimation: Reshaping the future","publication_year":2012,"publication_date":"2012-06-01","ids":{"openalex":"https://openalex.org/W2073246097","doi":"https://doi.org/10.1109/cvpr.2012.6248052","mag":"2073246097"},"language":"en","primary_location":{"id":"doi:10.1109/cvpr.2012.6248052","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr.2012.6248052","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Conference on Computer Vision and Pattern Recognition","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/A5010680659","display_name":"Leonid Pishchulin","orcid":null},"institutions":[{"id":"https://openalex.org/I4210109712","display_name":"Max Planck Institute for Informatics","ror":"https://ror.org/01w19ak89","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210109712"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"L. Pishchulin","raw_affiliation_strings":["Max Planck-Institut fur Informatik, Saarbruecken, Germany","Max Planck Institute for informatics, Saarbr\u00fccken, Germany"],"affiliations":[{"raw_affiliation_string":"Max Planck-Institut fur Informatik, Saarbruecken, Germany","institution_ids":["https://openalex.org/I4210109712"]},{"raw_affiliation_string":"Max Planck Institute for informatics, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I4210109712"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019742155","display_name":"A. Jain","orcid":"https://orcid.org/0009-0003-5635-0966"},"institutions":[{"id":"https://openalex.org/I4210109712","display_name":"Max Planck Institute for Informatics","ror":"https://ror.org/01w19ak89","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210109712"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"A. Jain","raw_affiliation_strings":["Max Planck-Institut fur Informatik, Saarbruecken, Germany","Max Planck Institute for informatics, Saarbr\u00fccken, Germany"],"affiliations":[{"raw_affiliation_string":"Max Planck-Institut fur Informatik, Saarbruecken, Germany","institution_ids":["https://openalex.org/I4210109712"]},{"raw_affiliation_string":"Max Planck Institute for informatics, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I4210109712"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020328677","display_name":"Mykhaylo Andriluka","orcid":"https://orcid.org/0000-0002-3109-042X"},"institutions":[{"id":"https://openalex.org/I4210109712","display_name":"Max Planck Institute for Informatics","ror":"https://ror.org/01w19ak89","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210109712"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"M. Andriluka","raw_affiliation_strings":["Max Planck-Institut fur Informatik, Saarbruecken, Germany","Max Planck Institute for informatics, Saarbr\u00fccken, Germany"],"affiliations":[{"raw_affiliation_string":"Max Planck-Institut fur Informatik, Saarbruecken, Germany","institution_ids":["https://openalex.org/I4210109712"]},{"raw_affiliation_string":"Max Planck Institute for informatics, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I4210109712"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047425002","display_name":"Thorsten Thorm\u00e4hlen","orcid":"https://orcid.org/0000-0002-8298-6373"},"institutions":[{"id":"https://openalex.org/I4210109712","display_name":"Max Planck Institute for Informatics","ror":"https://ror.org/01w19ak89","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210109712"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"T. Thormahlen","raw_affiliation_strings":["Max Planck-Institut fur Informatik, Saarbruecken, Germany","Max Planck Institute for informatics, Saarbr\u00fccken, Germany"],"affiliations":[{"raw_affiliation_string":"Max Planck-Institut fur Informatik, Saarbruecken, Germany","institution_ids":["https://openalex.org/I4210109712"]},{"raw_affiliation_string":"Max Planck Institute for informatics, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I4210109712"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051534545","display_name":"Bernt Schiele","orcid":"https://orcid.org/0000-0001-9683-5237"},"institutions":[{"id":"https://openalex.org/I4210109712","display_name":"Max Planck Institute for Informatics","ror":"https://ror.org/01w19ak89","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210109712"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"B. Schiele","raw_affiliation_strings":["Max Planck-Institut fur Informatik, Saarbruecken, Germany","Max Planck Institute for informatics, Saarbr\u00fccken, Germany"],"affiliations":[{"raw_affiliation_string":"Max Planck-Institut fur Informatik, Saarbruecken, Germany","institution_ids":["https://openalex.org/I4210109712"]},{"raw_affiliation_string":"Max Planck Institute for informatics, Saarbr\u00fccken, Germany","institution_ids":["https://openalex.org/I4210109712"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5010680659"],"corresponding_institution_ids":["https://openalex.org/I4210109712"],"apc_list":null,"apc_paid":null,"fwci":17.764,"has_fulltext":false,"cited_by_count":238,"citation_normalized_percentile":{"value":0.99416087,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"3178","last_page":"3185"},"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/T11714","display_name":"Multimodal Machine Learning Applications","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/T10331","display_name":"Video Surveillance and Tracking Methods","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"}}],"keywords":[{"id":"https://openalex.org/keywords/pose","display_name":"Pose","score":0.938404381275177},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.799403190612793},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7782530784606934},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7212660312652588},{"id":"https://openalex.org/keywords/3d-pose-estimation","display_name":"3D pose estimation","score":0.6717046499252319},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6001773476600647},{"id":"https://openalex.org/keywords/articulated-body-pose-estimation","display_name":"Articulated body pose estimation","score":0.5844972133636475},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5835996866226196},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics","score":0.4941251575946808},{"id":"https://openalex.org/keywords/limiting","display_name":"Limiting","score":0.4814528822898865},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.47114840149879456},{"id":"https://openalex.org/keywords/parsing","display_name":"Parsing","score":0.42593470215797424},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3277769088745117},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06730082631111145}],"concepts":[{"id":"https://openalex.org/C52102323","wikidata":"https://www.wikidata.org/wiki/Q1671968","display_name":"Pose","level":2,"score":0.938404381275177},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.799403190612793},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7782530784606934},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7212660312652588},{"id":"https://openalex.org/C36613465","wikidata":"https://www.wikidata.org/wiki/Q4636322","display_name":"3D pose estimation","level":3,"score":0.6717046499252319},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6001773476600647},{"id":"https://openalex.org/C22100474","wikidata":"https://www.wikidata.org/wiki/Q4800952","display_name":"Articulated body pose estimation","level":4,"score":0.5844972133636475},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5835996866226196},{"id":"https://openalex.org/C77660652","wikidata":"https://www.wikidata.org/wiki/Q150971","display_name":"Computer graphics","level":2,"score":0.4941251575946808},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.4814528822898865},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.47114840149879456},{"id":"https://openalex.org/C186644900","wikidata":"https://www.wikidata.org/wiki/Q194152","display_name":"Parsing","level":2,"score":0.42593470215797424},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3277769088745117},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06730082631111145},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/cvpr.2012.6248052","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cvpr.2012.6248052","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Conference on Computer Vision and Pattern Recognition","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.388.4003","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.388.4003","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.informatik.uni-marburg.de/~thormae/paper/CVPR12.pdf","raw_type":"text"},{"id":"pmh:oai:pure.mpg.de:item_1738120","is_oa":false,"landing_page_url":"http://hdl.handle.net/11858/00-001M-0000-0013-F79E-A","pdf_url":null,"source":{"id":"https://openalex.org/S4306400654","display_name":"MPG.PuRe (Max Planck Society)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149899117","host_organization_name":"Max Planck Society","host_organization_lineage":["https://openalex.org/I149899117"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2012 IEEE Conference on Computer Vision and Pattern Recognition","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1529681343","https://openalex.org/W1562699689","https://openalex.org/W1987716715","https://openalex.org/W1988790447","https://openalex.org/W1989191365","https://openalex.org/W1993120651","https://openalex.org/W1993846356","https://openalex.org/W1994529670","https://openalex.org/W1997691213","https://openalex.org/W2008535862","https://openalex.org/W2022699039","https://openalex.org/W2030536784","https://openalex.org/W2031489346","https://openalex.org/W2045798786","https://openalex.org/W2049768550","https://openalex.org/W2057175746","https://openalex.org/W2075834168","https://openalex.org/W2084106378","https://openalex.org/W2103015390","https://openalex.org/W2107775979","https://openalex.org/W2123503110","https://openalex.org/W2124351162","https://openalex.org/W2135533529","https://openalex.org/W2146036766","https://openalex.org/W2152926413","https://openalex.org/W2153062878","https://openalex.org/W2161969291","https://openalex.org/W2168356304","https://openalex.org/W2172156083","https://openalex.org/W2177274842","https://openalex.org/W2535410496","https://openalex.org/W2540289081","https://openalex.org/W4236667477","https://openalex.org/W4248635988","https://openalex.org/W4249710618","https://openalex.org/W4255357301","https://openalex.org/W4376849351","https://openalex.org/W6631539407","https://openalex.org/W6662278568","https://openalex.org/W6684705394","https://openalex.org/W6728619547"],"related_works":["https://openalex.org/W2033672678","https://openalex.org/W2128635338","https://openalex.org/W290666912","https://openalex.org/W2129348295","https://openalex.org/W1968716783","https://openalex.org/W2567319754","https://openalex.org/W2025164974","https://openalex.org/W54333131","https://openalex.org/W2566318300","https://openalex.org/W2154613448"],"abstract_inverted_index":{"State-of-the-art":[0],"methods":[1],"for":[2,12,128],"human":[3,99,120,130,142],"detection":[4,100,143],"and":[5,27,60,79,85,101,124,144],"pose":[6,28,59,103,121,145],"estimation":[7,122,146],"require":[8],"many":[9],"training":[10,52],"samples":[11,75],"best":[13],"performance.":[14,36],"While":[15],"large,":[16],"manually":[17],"collected":[18],"datasets":[19],"exist,":[20],"the":[21,34,89,95,111,115],"captured":[22],"variations":[23],"w.r.t.":[24],"appearance,":[25],"shape":[26,61,84],"are":[29],"often":[30],"uncontrolled":[31],"thus":[32],"limiting":[33],"overall":[35],"In":[37,132],"order":[38],"to":[39,48,56,73,108],"overcome":[40],"this":[41,64],"limitation":[42],"we":[43,65,134],"propose":[44],"a":[45,136],"new":[46,137],"technique":[47],"extend":[49],"an":[50],"existing":[51],"set":[53],"that":[54],"allows":[55],"explicitly":[57],"control":[58],"variations.":[62],"For":[63],"build":[66],"on":[67,94,114],"recent":[68],"advances":[69],"in":[70,147],"computer":[71],"graphics":[72],"generate":[74],"with":[76],"realistic":[77],"appearance":[78],"background":[80],"while":[81],"modifying":[82],"body":[83],"pose.":[86],"We":[87,105],"validate":[88],"effectiveness":[90],"of":[91,97,110,139],"our":[92],"approach":[93],"task":[96],"articulated":[98,102,129,141],"estimation.":[104],"report":[106],"close":[107],"state":[109],"art":[112],"results":[113],"popular":[116],"Image":[117],"Parsing":[118],"[25]":[119],"benchmark":[123],"demonstrate":[125],"superior":[126],"performance":[127],"detection.":[131],"addition":[133],"define":[135],"challenge":[138],"combined":[140],"real-world":[148],"scenes.":[149]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":21},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":41},{"year":2018,"cited_by_count":27},{"year":2017,"cited_by_count":20},{"year":2016,"cited_by_count":22},{"year":2015,"cited_by_count":17},{"year":2014,"cited_by_count":23},{"year":2013,"cited_by_count":20},{"year":2012,"cited_by_count":4}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}