{"id":"https://openalex.org/W3159260510","doi":"https://doi.org/10.1145/3447244","title":"PanoMan: Sparse Localized Components\u2013based Model for Full Human Motions","display_name":"PanoMan: Sparse Localized Components\u2013based Model for Full Human Motions","publication_year":2021,"publication_date":"2021-04-27","ids":{"openalex":"https://openalex.org/W3159260510","doi":"https://doi.org/10.1145/3447244","mag":"3159260510"},"language":"en","primary_location":{"id":"doi:10.1145/3447244","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3447244","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3447244","source":{"id":"https://openalex.org/S185367456","display_name":"ACM Transactions on Graphics","issn_l":"0730-0301","issn":["0730-0301","1557-7368"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Graphics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3447244","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081746818","display_name":"Yupan Wang","orcid":"https://orcid.org/0000-0003-3369-4486"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yupan Wang","raw_affiliation_strings":["South\u00a0China University of Technology, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"South\u00a0China University of Technology, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067363489","display_name":"Guiqing Li","orcid":"https://orcid.org/0000-0002-4598-1522"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guiqing Li","raw_affiliation_strings":["South\u00a0China University of Technology, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"South\u00a0China University of Technology, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102396469","display_name":"Huiqian Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huiqian Zhang","raw_affiliation_strings":["South\u00a0China University of Technology, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"South\u00a0China University of Technology, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082050394","display_name":"Xinyi Zou","orcid":"https://orcid.org/0000-0003-4882-3113"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyi Zou","raw_affiliation_strings":["South\u00a0China University of Technology, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"South\u00a0China University of Technology, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100385830","display_name":"Yu\u2010xin Liu","orcid":"https://orcid.org/0000-0002-5815-8244"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxin Liu","raw_affiliation_strings":["South\u00a0China University of Technology, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"South\u00a0China University of Technology, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083221103","display_name":"Yongwei Nie","orcid":"https://orcid.org/0000-0002-8922-3205"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongwei Nie","raw_affiliation_strings":["South\u00a0China University of Technology, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"South\u00a0China University of Technology, China","institution_ids":["https://openalex.org/I90610280"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I90610280"],"apc_list":null,"apc_paid":null,"fwci":0.4852,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.640367,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"40","issue":"2","first_page":"1","last_page":"17"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9995999932289124,"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":0.9995999932289124,"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/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12290","display_name":"Human Motion and Animation","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/computer-science","display_name":"Computer science","score":0.715253472328186},{"id":"https://openalex.org/keywords/skinning","display_name":"Skinning","score":0.6886860132217407},{"id":"https://openalex.org/keywords/motion-capture","display_name":"Motion capture","score":0.6653517484664917},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6514358520507812},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5914760231971741},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.5451890230178833},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.47684967517852783},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4704001843929291},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics","score":0.43815451860427856},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.4215546250343323},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3574656844139099}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.715253472328186},{"id":"https://openalex.org/C2777685762","wikidata":"https://www.wikidata.org/wiki/Q780654","display_name":"Skinning","level":2,"score":0.6886860132217407},{"id":"https://openalex.org/C48007421","wikidata":"https://www.wikidata.org/wiki/Q676252","display_name":"Motion capture","level":3,"score":0.6653517484664917},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6514358520507812},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5914760231971741},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.5451890230178833},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.47684967517852783},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4704001843929291},{"id":"https://openalex.org/C77660652","wikidata":"https://www.wikidata.org/wiki/Q150971","display_name":"Computer graphics","level":2,"score":0.43815451860427856},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.4215546250343323},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3574656844139099},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3447244","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3447244","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3447244","source":{"id":"https://openalex.org/S185367456","display_name":"ACM Transactions on Graphics","issn_l":"0730-0301","issn":["0730-0301","1557-7368"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Graphics","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3447244","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3447244","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3447244","source":{"id":"https://openalex.org/S185367456","display_name":"ACM Transactions on Graphics","issn_l":"0730-0301","issn":["0730-0301","1557-7368"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Graphics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1992339181","display_name":null,"funder_award_id":"61572202","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6501657195","display_name":null,"funder_award_id":"61972160","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6891621085","display_name":null,"funder_award_id":"61972160, 62072191, 61572202","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G711984635","display_name":"\u57fa\u4e8e\u7269\u4f53\u65f6\u79fb\u7684\u7e41\u5fd9\u76d1\u63a7\u89c6\u9891\u6458\u8981\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"62072191","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":80,"referenced_works":["https://openalex.org/W1928739709","https://openalex.org/W1936186068","https://openalex.org/W1952857803","https://openalex.org/W1967554269","https://openalex.org/W1973757125","https://openalex.org/W1977148657","https://openalex.org/W1988289833","https://openalex.org/W1989191365","https://openalex.org/W1990947293","https://openalex.org/W2017107803","https://openalex.org/W2023633446","https://openalex.org/W2026861142","https://openalex.org/W2028576613","https://openalex.org/W2039489155","https://openalex.org/W2049462432","https://openalex.org/W2068112287","https://openalex.org/W2076942061","https://openalex.org/W2096027770","https://openalex.org/W2099333815","https://openalex.org/W2119878875","https://openalex.org/W2122007052","https://openalex.org/W2122633688","https://openalex.org/W2134389879","https://openalex.org/W2148457221","https://openalex.org/W2150457612","https://openalex.org/W2161738670","https://openalex.org/W2169922527","https://openalex.org/W2237250383","https://openalex.org/W2260054606","https://openalex.org/W2261730354","https://openalex.org/W2343220685","https://openalex.org/W2398381847","https://openalex.org/W2400958808","https://openalex.org/W2419474014","https://openalex.org/W2462928467","https://openalex.org/W2465121220","https://openalex.org/W2469784314","https://openalex.org/W2519131448","https://openalex.org/W2525522808","https://openalex.org/W2544612547","https://openalex.org/W2552247836","https://openalex.org/W2552452848","https://openalex.org/W2565061293","https://openalex.org/W2576289912","https://openalex.org/W2596210417","https://openalex.org/W2597567578","https://openalex.org/W2737762407","https://openalex.org/W2738138368","https://openalex.org/W2768683308","https://openalex.org/W2769666294","https://openalex.org/W2770331385","https://openalex.org/W2771965516","https://openalex.org/W2774220748","https://openalex.org/W2793768642","https://openalex.org/W2798637590","https://openalex.org/W2889187196","https://openalex.org/W2897765997","https://openalex.org/W2903485880","https://openalex.org/W2921745007","https://openalex.org/W2936937764","https://openalex.org/W2962928839","https://openalex.org/W2963488642","https://openalex.org/W2963515833","https://openalex.org/W2964219767","https://openalex.org/W2971467054","https://openalex.org/W2984612350","https://openalex.org/W3006223838","https://openalex.org/W3007983515","https://openalex.org/W3010097777","https://openalex.org/W3022104490","https://openalex.org/W3041416670","https://openalex.org/W3049321545","https://openalex.org/W3081268564","https://openalex.org/W3099926824","https://openalex.org/W3101022589","https://openalex.org/W3109080910","https://openalex.org/W3136489197","https://openalex.org/W4236965008","https://openalex.org/W4255698256","https://openalex.org/W6719576883"],"related_works":["https://openalex.org/W1899364738","https://openalex.org/W1504288058","https://openalex.org/W43171467","https://openalex.org/W2234765641","https://openalex.org/W2380016249","https://openalex.org/W2096175171","https://openalex.org/W2110645484","https://openalex.org/W2118983851","https://openalex.org/W1716833342","https://openalex.org/W2507280783"],"abstract_inverted_index":{"Parameterizing":[0],"Variations":[1],"of":[2,17,27,85,96,107,118,191,201],"human":[3,78,203],"shapes":[4],"and":[5,14,54,59,100,112,134,159,170,208,222],"motions":[6,106,204],"is":[7,121,209],"a":[8,24,62,77,122],"long-standing":[9],"problem":[10],"in":[11,61,94,215],"computer":[12],"graphics":[13],"vision.":[15],"Most":[16],"the":[18,83,128,131,135,144,149,212],"existing":[19,180],"methods":[20],"only":[21],"deal":[22],"with":[23,205,218],"specific":[25],"kind":[26],"motion,":[28],"such":[29,155],"as":[30,156,174,176],"body":[31,108],"poses,":[32,109],"facial":[33,110],"expressions,":[34,111],"or":[35],"hand":[36,60,113,171,224],"gestures.":[37,114,225],"We":[38,88,163],"propose":[39],"PanoMan":[40,166,196],"(sParse":[41],"locAlized":[42],"compoNents":[43],"based":[44],"mOdel":[45],"for":[46],"full":[47,105,202],"huMAn":[48],"motioNs)":[49],"to":[50,75,103,147,151],"handle":[51],"shape":[52,70,79,84],"variation":[53,71],"full-motion":[55],"across":[56],"body,":[57,168],"face,":[58,169],"unified":[63],"framework.":[64],"Like":[65],"previous":[66],"approaches,":[67],"we":[68,142],"factor":[69],"into":[72],"principal":[73],"components":[74,93],"obtain":[76],"space":[80],"that":[81,126,195],"approximates":[82],"arbitrary":[86],"identity.":[87],"then":[89],"analyze":[90],"sparse":[91,153],"localized":[92],"terms":[95],"relative":[97],"edge":[98],"length":[99],"dihedral":[101],"angle":[102],"capture":[104,198],"The":[115,179],"final":[116],"piece":[117],"our":[119],"model":[120,150],"multilayer":[123],"perceptron":[124],"(MLP)":[125],"fits":[127],"residual":[129],"between":[130],"ground":[132],"truth":[133],"aforementioned":[136],"two-level":[137],"approximation.":[138],"As":[139],"an":[140],"application,":[141],"employ":[143],"discrete-shell":[145],"deformation":[146],"drive":[148],"fit":[152],"constraints":[154],"joint":[157,185,220],"positions":[158],"surface":[160],"feature":[161],"points.":[162],"thoroughly":[164],"evaluate":[165],"on":[167],"motion":[172,190],"benchmarks":[173],"well":[175],"scanned":[177],"data.":[178],"skinning-based":[181],"techniques":[182],"suffer":[183],"from":[184],"collapsing":[186],"when":[187],"encountering":[188],"twisting":[189,221],"joints.":[192],"Experiments":[193],"show":[194],"can":[197],"all":[199],"kinds":[200],"high":[206],"quality":[207],"easier":[210],"than":[211],"state-of-the-art":[213],"models":[214],"recovering":[216],"poses":[217],"wide":[219],"complex":[223]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}