{"id":"https://openalex.org/W4205260486","doi":"https://doi.org/10.1109/tpami.2021.3139918","title":"Investigating Pose Representations and Motion Contexts Modeling for 3D Motion Prediction","display_name":"Investigating Pose Representations and Motion Contexts Modeling for 3D Motion Prediction","publication_year":2022,"publication_date":"2022-01-04","ids":{"openalex":"https://openalex.org/W4205260486","doi":"https://doi.org/10.1109/tpami.2021.3139918","pmid":"https://pubmed.ncbi.nlm.nih.gov/34982672"},"language":"en","primary_location":{"id":"doi:10.1109/tpami.2021.3139918","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2021.3139918","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2112.15012","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101715620","display_name":"Zhenguang Liu","orcid":"https://orcid.org/0000-0002-7981-9873"},"institutions":[{"id":"https://openalex.org/I75059550","display_name":"Zhejiang Gongshang University","ror":"https://ror.org/0569mkk41","country_code":"CN","type":"education","lineage":["https://openalex.org/I75059550"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhenguang Liu","raw_affiliation_strings":["Zhejiang Gongshang Unviersity and Zhejiang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang Gongshang Unviersity and Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I75059550","https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003009126","display_name":"Shuang Wu","orcid":"https://orcid.org/0000-0002-7551-7712"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Shuang Wu","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-7551-7712","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020529014","display_name":"Shuyuan Jin","orcid":"https://orcid.org/0000-0003-2087-2853"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Shuyuan Jin","raw_affiliation_strings":["School of Computing, National University of Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058611515","display_name":"Shouling Ji","orcid":"https://orcid.org/0000-0003-4268-372X"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shouling Ji","raw_affiliation_strings":["Zhejiang University, Hangzhou, Zhejiang, China"],"raw_orcid":"https://orcid.org/0000-0003-4268-372X","affiliations":[{"raw_affiliation_string":"Zhejiang University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100453144","display_name":"Qi Liu","orcid":"https://orcid.org/0000-0001-5378-6404"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Qi Liu","raw_affiliation_strings":["University of Oxford, Oxford, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oxford, Oxford, U.K","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023507910","display_name":"Shijian Lu","orcid":"https://orcid.org/0000-0002-6766-2506"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Shijian Lu","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-6766-2506","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100753413","display_name":"Li Cheng","orcid":"https://orcid.org/0000-0003-3261-3533"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Li Cheng","raw_affiliation_strings":["School of Electrical and Computer Engineering, University of Alberta, Edmonton, AB, Canada"],"raw_orcid":"https://orcid.org/0000-0003-3261-3533","affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, University of Alberta, Edmonton, AB, Canada","institution_ids":["https://openalex.org/I154425047"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5101715620"],"corresponding_institution_ids":["https://openalex.org/I75059550","https://openalex.org/I76130692"],"apc_list":null,"apc_paid":null,"fwci":7.8565,"has_fulltext":false,"cited_by_count":83,"citation_normalized_percentile":{"value":0.98293721,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"45","issue":"1","first_page":"681","last_page":"697"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":1.0,"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":1.0,"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/T12290","display_name":"Human Motion and Animation","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.9954000115394592,"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/computer-science","display_name":"Computer science","score":0.7440049648284912},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7071962356567383},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.6673069000244141},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6244069337844849},{"id":"https://openalex.org/keywords/kinematics","display_name":"Kinematics","score":0.5871455669403076},{"id":"https://openalex.org/keywords/motion-capture","display_name":"Motion capture","score":0.5091642737388611},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.49814701080322266},{"id":"https://openalex.org/keywords/pose","display_name":"Pose","score":0.47445806860923767},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4646916091442108},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4567578434944153},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4404814839363098},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42346107959747314},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.41860291361808777},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10708671808242798}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7440049648284912},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7071962356567383},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.6673069000244141},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6244069337844849},{"id":"https://openalex.org/C39920418","wikidata":"https://www.wikidata.org/wiki/Q11476","display_name":"Kinematics","level":2,"score":0.5871455669403076},{"id":"https://openalex.org/C48007421","wikidata":"https://www.wikidata.org/wiki/Q676252","display_name":"Motion capture","level":3,"score":0.5091642737388611},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.49814701080322266},{"id":"https://openalex.org/C52102323","wikidata":"https://www.wikidata.org/wiki/Q1671968","display_name":"Pose","level":2,"score":0.47445806860923767},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4646916091442108},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4567578434944153},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4404814839363098},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42346107959747314},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.41860291361808777},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10708671808242798},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009038","descriptor_name":"Motion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009038","descriptor_name":"Motion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009038","descriptor_name":"Motion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D051379","descriptor_name":"Mice","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D051379","descriptor_name":"Mice","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D051379","descriptor_name":"Mice","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1109/tpami.2021.3139918","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2021.3139918","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},{"id":"pmid:34982672","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34982672","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on pattern analysis and machine intelligence","raw_type":null},{"id":"pmh:oai:arXiv.org:2112.15012","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2112.15012","pdf_url":"https://arxiv.org/pdf/2112.15012","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":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":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:dr.ntu.edu.sg:10356/162631","is_oa":false,"landing_page_url":"https://hdl.handle.net/10356/162631","pdf_url":null,"source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2112.15012","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2112.15012","pdf_url":"https://arxiv.org/pdf/2112.15012","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":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":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"score":0.8600000143051147,"display_name":"Life below water","id":"https://metadata.un.org/sdg/14"}],"awards":[{"id":"https://openalex.org/G3949280154","display_name":null,"funder_award_id":"RGPIN-2019-04575","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"}],"funders":[{"id":"https://openalex.org/F4320321026","display_name":"Ministry of Earth Sciences","ror":"https://ror.org/013cf5k59"},{"id":"https://openalex.org/F4320322724","display_name":"Ministry of Education, India","ror":"https://ror.org/048xjjh50"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":68,"referenced_works":["https://openalex.org/W160737979","https://openalex.org/W1483019628","https://openalex.org/W1557892737","https://openalex.org/W1571268436","https://openalex.org/W1735317348","https://openalex.org/W1928387150","https://openalex.org/W1950788856","https://openalex.org/W1977259876","https://openalex.org/W1990429558","https://openalex.org/W1995784006","https://openalex.org/W2034920727","https://openalex.org/W2101032778","https://openalex.org/W2110935301","https://openalex.org/W2116435618","https://openalex.org/W2124609748","https://openalex.org/W2133564696","https://openalex.org/W2136000821","https://openalex.org/W2143267104","https://openalex.org/W2155501738","https://openalex.org/W2157331557","https://openalex.org/W2158164339","https://openalex.org/W2162033023","https://openalex.org/W2166063021","https://openalex.org/W2194775991","https://openalex.org/W2219858099","https://openalex.org/W2469134594","https://openalex.org/W2521041279","https://openalex.org/W2594167370","https://openalex.org/W2802025241","https://openalex.org/W2810912957","https://openalex.org/W2886483202","https://openalex.org/W2896588340","https://openalex.org/W2949924544","https://openalex.org/W2951870359","https://openalex.org/W2952275641","https://openalex.org/W2953267996","https://openalex.org/W2963158576","https://openalex.org/W2963165299","https://openalex.org/W2963265330","https://openalex.org/W2963282966","https://openalex.org/W2963497309","https://openalex.org/W2963548793","https://openalex.org/W2964203186","https://openalex.org/W2967417633","https://openalex.org/W2969340007","https://openalex.org/W2979708657","https://openalex.org/W2979930345","https://openalex.org/W2983925976","https://openalex.org/W3033920763","https://openalex.org/W3034696014","https://openalex.org/W3035545045","https://openalex.org/W3036644940","https://openalex.org/W3044021461","https://openalex.org/W3101017148","https://openalex.org/W3106257603","https://openalex.org/W4205510932","https://openalex.org/W4306985960","https://openalex.org/W4385245566","https://openalex.org/W6634116786","https://openalex.org/W6640754710","https://openalex.org/W6676977166","https://openalex.org/W6677326919","https://openalex.org/W6679434410","https://openalex.org/W6683128514","https://openalex.org/W6684451488","https://openalex.org/W6739901393","https://openalex.org/W6759079449","https://openalex.org/W6766691825"],"related_works":["https://openalex.org/W3213413335","https://openalex.org/W3171829319","https://openalex.org/W1827696521","https://openalex.org/W2173450654","https://openalex.org/W2039848376","https://openalex.org/W2621720158","https://openalex.org/W2091722187","https://openalex.org/W2130272765","https://openalex.org/W4401486264","https://openalex.org/W2006196742"],"abstract_inverted_index":{"Predicting":[0],"human":[1],"motion":[2,74,86,120,126,145],"from":[3],"historical":[4],"pose":[5,36,54,64,92],"sequence":[6,93],"is":[7,27,47],"crucial":[8],"for":[9,85,119,143],"a":[10,38,67,108,129,135,139,165],"machine":[11],"to":[12,164],"succeed":[13],"in":[14,99,185],"intelligent":[15],"interactions":[16],"with":[17,66],"humans.":[18],"One":[19],"aspect":[20],"that":[21,30,50,178],"has":[22,37],"been":[23],"obviated":[24],"so":[25],"far,":[26],"the":[28,34,42,73,144,154,182],"fact":[29],"how":[31],"we":[32,106,160],"represent":[33],"skeletal":[35],"critical":[39],"impact":[40],"on":[41,62,69,72],"prediction":[43,75,121,146,187,193],"results.":[44],"Yet":[45],"there":[46],"no":[48],"effort":[49],"investigates":[51],"across":[52],"different":[53],"representation":[55],"schemes.":[56],"We":[57,132],"conduct":[58],"an":[59],"indepth":[60],"study":[61],"various":[63],"representations":[65],"focus":[68],"their":[70],"effects":[71],"task.":[76],"Moreover,":[77],"recent":[78],"approaches":[79,89],"build":[80],"upon":[81],"off-the-shelf":[82],"RNN":[83,110],"units":[84],"prediction.":[87],"These":[88],"process":[90],"input":[91],"sequentially":[94],"and":[95,128,138,173,188],"inherently":[96],"have":[97,149],"difficulties":[98],"capturing":[100],"long-term":[101,192],"dependencies.":[102],"In":[103],"this":[104],"paper,":[105],"propose":[107],"novel":[109],"architecture":[111],"termed":[112],"AHMR":[113],"(Attentive":[114],"Hierarchical":[115],"Motion":[116],"Recurrent":[117],"network)":[118],"which":[122,148],"simultaneously":[123],"models":[124],"local":[125],"contexts":[127],"global":[130],"context.":[131],"further":[133],"explore":[134],"geodesic":[136],"loss":[137,142],"forward":[140],"kinematics":[141],"task,":[147],"more":[150],"geometric":[151],"significance":[152],"than":[153],"widely":[155],"employed":[156],"L2":[157],"loss.":[158],"Interestingly,":[159],"applied":[161],"our":[162,179],"method":[163],"range":[166],"of":[167],"articulate":[168],"objects":[169],"including":[170],"human,":[171],"fish,":[172],"mouse.":[174],"Empirical":[175],"results":[176],"show":[177],"approach":[180],"outperforms":[181],"state-of-the-art":[183],"methods":[184],"short-term":[186],"achieves":[189],"much":[190],"enhanced":[191],"proficiency,":[194],"such":[195],"as":[196],"retaining":[197],"natural":[198],"human-like":[199],"motions":[200],"over":[201],"50":[202],"seconds":[203],"predictions.":[204],"Our":[205],"codes":[206],"are":[207],"released.":[208]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":22},{"year":2023,"cited_by_count":20},{"year":2022,"cited_by_count":24}],"updated_date":"2026-04-28T14:05:53.105641","created_date":"2025-10-10T00:00:00"}
