{"id":"https://openalex.org/W4415671870","doi":"https://doi.org/10.1109/tip.2025.3624581","title":"Text-Derived Relational Graph-Enhanced Network for Skeleton-Based Action Segmentation","display_name":"Text-Derived Relational Graph-Enhanced Network for Skeleton-Based Action Segmentation","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4415671870","doi":"https://doi.org/10.1109/tip.2025.3624581","pmid":"https://pubmed.ncbi.nlm.nih.gov/41160765"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2025.3624581","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2025.3624581","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Image Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5088582121","display_name":"Haoyu Ji","orcid":"https://orcid.org/0009-0007-2150-0791"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoyu Ji","raw_affiliation_strings":["State Key Laboratory of Robotics and Systems, Harbin Institute of Technology, Shenzhen, China","State Key Laboratory of Robotics and Systems, Harbin Institute of Technology (Shenzhen), Shenzhen, China"],"raw_orcid":"https://orcid.org/0009-0007-2150-0791","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Robotics and Systems, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"State Key Laboratory of Robotics and Systems, Harbin Institute of Technology (Shenzhen), Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100675176","display_name":"Bowen Chen","orcid":"https://orcid.org/0000-0003-0042-6207"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bowen Chen","raw_affiliation_strings":["State Key Laboratory of Robotics and Systems, Harbin Institute of Technology, Shenzhen, China","State Key Laboratory of Robotics and Systems, Harbin Institute of Technology (Shenzhen), Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-0042-6207","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Robotics and Systems, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"State Key Laboratory of Robotics and Systems, Harbin Institute of Technology (Shenzhen), Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072203497","display_name":"Weihong Ren","orcid":"https://orcid.org/0000-0003-3839-0078"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weihong Ren","raw_affiliation_strings":["State Key Laboratory of Robotics and Systems, Harbin Institute of Technology, Shenzhen, China","State Key Laboratory of Robotics and Systems, Harbin Institute of Technology (Shenzhen), Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-3839-0078","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Robotics and Systems, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"State Key Laboratory of Robotics and Systems, Harbin Institute of Technology (Shenzhen), Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101472566","display_name":"Wenze Huang","orcid":"https://orcid.org/0009-0007-0344-2233"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenze Huang","raw_affiliation_strings":["State Key Laboratory of Robotics and Systems, Harbin Institute of Technology, Shenzhen, China","State Key Laboratory of Robotics and Systems, Harbin Institute of Technology (Shenzhen), Shenzhen, China"],"raw_orcid":"https://orcid.org/0009-0007-0344-2233","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Robotics and Systems, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"State Key Laboratory of Robotics and Systems, Harbin Institute of Technology (Shenzhen), Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zhihao Yang","orcid":"https://orcid.org/0009-0000-0236-6776"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihao Yang","raw_affiliation_strings":["State Key Laboratory of Robotics and Systems, Harbin Institute of Technology, Shenzhen, China","State Key Laboratory of Robotics and Systems, Harbin Institute of Technology (Shenzhen), Shenzhen, China"],"raw_orcid":"https://orcid.org/0009-0000-0236-6776","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Robotics and Systems, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"State Key Laboratory of Robotics and Systems, Harbin Institute of Technology (Shenzhen), Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018706878","display_name":"Zhiyong Wang","orcid":"https://orcid.org/0000-0001-5546-6666"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiyong Wang","raw_affiliation_strings":["State Key Laboratory of Robotics and Systems, Harbin Institute of Technology, Shenzhen, China","State Key Laboratory of Robotics and Systems, Harbin Institute of Technology (Shenzhen), Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-5546-6666","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Robotics and Systems, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"State Key Laboratory of Robotics and Systems, Harbin Institute of Technology (Shenzhen), Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085867312","display_name":"Honghai Liu","orcid":"https://orcid.org/0000-0002-2880-4698"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Honghai Liu","raw_affiliation_strings":["State Key Laboratory of Robotics and Systems, Harbin Institute of Technology, Shenzhen, China","State Key Laboratory of Robotics and Systems, Harbin Institute of Technology (Shenzhen), Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-2880-4698","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Robotics and Systems, Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"State Key Laboratory of Robotics and Systems, Harbin Institute of Technology (Shenzhen), Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I204983213"],"apc_list":null,"apc_paid":null,"fwci":1.5311,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.8551427,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"34","issue":null,"first_page":"7305","last_page":"7320"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9491999745368958,"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":0.9491999745368958,"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":0.01590000092983246,"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/T11431","display_name":"Action Observation and Synchronization","score":0.013199999928474426,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6657000184059143},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5009999871253967},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.47870001196861267},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.46320000290870667},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.44589999318122864},{"id":"https://openalex.org/keywords/conditional-random-field","display_name":"Conditional random field","score":0.44339999556541443},{"id":"https://openalex.org/keywords/encode","display_name":"ENCODE","score":0.4244999885559082},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4074000120162964},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.40540000796318054}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7788000106811523},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6657000184059143},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6330000162124634},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5009999871253967},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.47870001196861267},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.46320000290870667},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.44589999318122864},{"id":"https://openalex.org/C152565575","wikidata":"https://www.wikidata.org/wiki/Q1124538","display_name":"Conditional random field","level":2,"score":0.44339999556541443},{"id":"https://openalex.org/C66746571","wikidata":"https://www.wikidata.org/wiki/Q1134833","display_name":"ENCODE","level":3,"score":0.4244999885559082},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4074000120162964},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.40540000796318054},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.383899986743927},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.3666999936103821},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.3440000116825104},{"id":"https://openalex.org/C74050887","wikidata":"https://www.wikidata.org/wiki/Q848368","display_name":"Rotation (mathematics)","level":2,"score":0.34209999442100525},{"id":"https://openalex.org/C2993807640","wikidata":"https://www.wikidata.org/wiki/Q103709453","display_name":"Attention network","level":2,"score":0.3246000111103058},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.3221000134944916},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.31439998745918274},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.30649998784065247},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.29809999465942383},{"id":"https://openalex.org/C104122410","wikidata":"https://www.wikidata.org/wiki/Q1416406","display_name":"Network model","level":2,"score":0.29750001430511475},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.2827000021934509},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2777999937534332},{"id":"https://openalex.org/C155846161","wikidata":"https://www.wikidata.org/wiki/Q1143367","display_name":"Graphical model","level":2,"score":0.275299996137619},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.274399995803833},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.272599995136261},{"id":"https://openalex.org/C22367795","wikidata":"https://www.wikidata.org/wiki/Q7625208","display_name":"Structured prediction","level":2,"score":0.26579999923706055},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.26159998774528503},{"id":"https://openalex.org/C2778334786","wikidata":"https://www.wikidata.org/wiki/Q1586270","display_name":"Variation (astronomy)","level":2,"score":0.25600001215934753},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2551000118255615}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tip.2025.3624581","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2025.3624581","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Image Processing","raw_type":"journal-article"},{"id":"pmid:41160765","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41160765","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 image processing : a publication of the IEEE Signal Processing Society","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1831033348","display_name":null,"funder_award_id":"0095/2022/AFJ","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1908760408","display_name":null,"funder_award_id":"62206075","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1943871057","display_name":null,"funder_award_id":"62261160652","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2567398775","display_name":"\u9762\u5411\u5b64\u72ec\u75c7\u65e9\u671f\u8bca\u7597\u7684\u673a\u5668\u8f85\u52a9\u7cfb\u7edf\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"61733011","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3208793249","display_name":null,"funder_award_id":"62573163","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4486226121","display_name":null,"funder_award_id":"JCYJ20240813105137049","funder_id":"https://openalex.org/F4320336569","funder_display_name":"Shenzhen Science and Technology Innovation Program"},{"id":"https://openalex.org/G6281694414","display_name":null,"funder_award_id":"62503139","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6689485278","display_name":null,"funder_award_id":"0095/2022/AFJ","funder_id":"https://openalex.org/F4320321655","funder_display_name":"Science and Technology Development Fund"},{"id":"https://openalex.org/G6708980030","display_name":null,"funder_award_id":"2022YFB4700202","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7875817464","display_name":null,"funder_award_id":"52275013","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8622328191","display_name":null,"funder_award_id":"2024A1515012028","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"},{"id":"https://openalex.org/G8627740535","display_name":null,"funder_award_id":"2022YFB4703200","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321655","display_name":"Science and Technology Development Fund","ror":"https://ror.org/044vr6g03"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320336569","display_name":"Shenzhen Science and Technology Innovation Program","ror":null},{"id":"https://openalex.org/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W2550143307","https://openalex.org/W2765433083","https://openalex.org/W2963076818","https://openalex.org/W2963853051","https://openalex.org/W2970641574","https://openalex.org/W2997769980","https://openalex.org/W3010071343","https://openalex.org/W3034802267","https://openalex.org/W3035225512","https://openalex.org/W3044644239","https://openalex.org/W3047772167","https://openalex.org/W3083550439","https://openalex.org/W3097033071","https://openalex.org/W3108772932","https://openalex.org/W3119038403","https://openalex.org/W3157403981","https://openalex.org/W3174889475","https://openalex.org/W3175108092","https://openalex.org/W3198377975","https://openalex.org/W3203634062","https://openalex.org/W4200356062","https://openalex.org/W4225271941","https://openalex.org/W4283030623","https://openalex.org/W4289752563","https://openalex.org/W4292267298","https://openalex.org/W4307838488","https://openalex.org/W4312044870","https://openalex.org/W4312825267","https://openalex.org/W4312982010","https://openalex.org/W4313055276","https://openalex.org/W4313145975","https://openalex.org/W4313256934","https://openalex.org/W4313855698","https://openalex.org/W4366503267","https://openalex.org/W4379927854","https://openalex.org/W4380303514","https://openalex.org/W4386076622","https://openalex.org/W4386172434","https://openalex.org/W4386215114","https://openalex.org/W4386790226","https://openalex.org/W4387917672","https://openalex.org/W4390871852","https://openalex.org/W4390871861","https://openalex.org/W4390872069","https://openalex.org/W4390872435","https://openalex.org/W4390873751","https://openalex.org/W4391321196","https://openalex.org/W4392516791","https://openalex.org/W4393170627","https://openalex.org/W4394711804","https://openalex.org/W4399938881","https://openalex.org/W4400531953","https://openalex.org/W4401016650","https://openalex.org/W4401592850","https://openalex.org/W4402780112","https://openalex.org/W4403791723","https://openalex.org/W4403887661","https://openalex.org/W4404520484","https://openalex.org/W4410118271","https://openalex.org/W4411245031"],"related_works":[],"abstract_inverted_index":{"Skeleton-based":[0],"Temporal":[1],"Action":[2,155],"Segmentation":[3],"(STAS)":[4],"aims":[5],"to":[6,27,62,90,116,146,158,184],"segment":[7],"and":[8,36,56,94,112,143,152,181],"recognize":[9],"various":[10],"actions":[11,57],"from":[12],"long,":[13],"untrimmed":[14],"sequences":[15],"of":[16,66],"human":[17,67],"skeletal":[18,59],"movements.":[19,68],"Current":[20],"STAS":[21],"methods":[22,49],"typically":[23],"employ":[24],"spatio-temporal":[25,123],"modeling":[26,93],"establish":[28],"dependencies":[29],"among":[30,54,164],"joints":[31,55],"as":[32,34],"well":[33],"frames,":[35],"utilize":[37],"one-hot":[38],"encoding":[39],"with":[40,110],"cross-entropy":[41],"loss":[42],"for":[43],"frame-wise":[44],"classification":[45],"supervision.":[46,95],"However,":[47],"these":[48],"overlook":[50],"the":[51,98,131,148,160],"intrinsic":[52],"correlations":[53],"within":[58],"features,":[60],"leading":[61],"a":[63,74,170],"limited":[64],"understanding":[65],"To":[69],"address":[70],"this,":[71],"we":[72,168],"propose":[73,169],"Text-Derived":[75,106,154],"Relational":[76],"Graph-Enhanced":[77],"Network":[78],"(TRG-Net)":[79],"that":[80,195],"leverages":[81],"prior":[82],"graphs":[83],"generated":[84],"by":[85],"Large":[86],"Language":[87],"Models":[88],"(LLM)":[89],"enhance":[91,185],"both":[92],"For":[96,129],"modeling,":[97],"Dynamic":[99],"Spatio-Temporal":[100],"Fusion":[101],"Modeling":[102],"(DSFM)":[103],"method":[104,136],"incorporates":[105,177],"Joint":[107],"Graphs":[108,156],"(TJG)":[109],"channel-":[111],"frame-level":[113],"dynamic":[114],"adaptation":[115],"effectively":[117],"model":[118],"spatial":[119,186],"relations,":[120],"while":[121],"integrating":[122],"core":[124],"features":[125,142],"during":[126],"temporal":[127],"modeling.":[128],"supervision,":[130],"Absolute-Relative":[132],"Inter-Class":[133],"Supervision":[134],"(ARIS)":[135],"employs":[137],"contrastive":[138],"learning":[139],"between":[140],"action":[141,165],"text":[144],"embeddings":[145],"regularize":[147],"absolute":[149],"class":[150],"distributions,":[151],"utilizes":[153],"(TAG)":[157],"capture":[159],"relative":[161],"inter-class":[162],"relationships":[163],"features.":[166],"Additionally,":[167],"Spatial-Aware":[171],"Enhancement":[172],"Processing":[173],"(SAEP)":[174],"method,":[175],"which":[176],"random":[178],"joint":[179],"occlusion":[180],"axial":[182],"rotation":[183],"generalization.":[187],"Performance":[188],"evaluations":[189],"on":[190],"four":[191],"public":[192],"datasets":[193],"demonstrate":[194],"TRG-Net":[196],"achieves":[197],"state-of-the-art":[198],"results.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2025-11-12T23:11:45.498971","created_date":"2025-10-29T00:00:00"}