{"id":"https://openalex.org/W4400527913","doi":"https://doi.org/10.1109/fg59268.2024.10581994","title":"Aligning Actions and Walking to LLM-Generated Textual Descriptions","display_name":"Aligning Actions and Walking to LLM-Generated Textual Descriptions","publication_year":2024,"publication_date":"2024-05-27","ids":{"openalex":"https://openalex.org/W4400527913","doi":"https://doi.org/10.1109/fg59268.2024.10581994"},"language":"en","primary_location":{"id":"doi:10.1109/fg59268.2024.10581994","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fg59268.2024.10581994","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5093081235","display_name":"Radu Chivereanu","orcid":null},"institutions":[{"id":"https://openalex.org/I118692353","display_name":"University of Science and Technology","ror":"https://ror.org/05bj7sh33","country_code":"YE","type":"education","lineage":["https://openalex.org/I118692353"]},{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO","YE"],"is_corresponding":false,"raw_author_name":"Radu Chivereanu","raw_affiliation_strings":["National University of Science and Technology Politehnica Bucharest"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Science and Technology Politehnica Bucharest","institution_ids":["https://openalex.org/I118692353","https://openalex.org/I61641377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070209606","display_name":"Adrian Cosma","orcid":"https://orcid.org/0000-0003-0307-2520"},"institutions":[{"id":"https://openalex.org/I118692353","display_name":"University of Science and Technology","ror":"https://ror.org/05bj7sh33","country_code":"YE","type":"education","lineage":["https://openalex.org/I118692353"]},{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO","YE"],"is_corresponding":false,"raw_author_name":"Adrian Cosma","raw_affiliation_strings":["National University of Science and Technology Politehnica Bucharest"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Science and Technology Politehnica Bucharest","institution_ids":["https://openalex.org/I118692353","https://openalex.org/I61641377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061675137","display_name":"Andy C\u01cetrun\u01ce","orcid":"https://orcid.org/0000-0001-5324-0428"},"institutions":[{"id":"https://openalex.org/I118692353","display_name":"University of Science and Technology","ror":"https://ror.org/05bj7sh33","country_code":"YE","type":"education","lineage":["https://openalex.org/I118692353"]},{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO","YE"],"is_corresponding":false,"raw_author_name":"Andy Catruna","raw_affiliation_strings":["National University of Science and Technology Politehnica Bucharest"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Science and Technology Politehnica Bucharest","institution_ids":["https://openalex.org/I118692353","https://openalex.org/I61641377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071318126","display_name":"R\u0103zvan Rughini\u015f","orcid":"https://orcid.org/0000-0003-2794-280X"},"institutions":[{"id":"https://openalex.org/I118692353","display_name":"University of Science and Technology","ror":"https://ror.org/05bj7sh33","country_code":"YE","type":"education","lineage":["https://openalex.org/I118692353"]},{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO","YE"],"is_corresponding":false,"raw_author_name":"Razvan Rughinis","raw_affiliation_strings":["National University of Science and Technology Politehnica Bucharest"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Science and Technology Politehnica Bucharest","institution_ids":["https://openalex.org/I118692353","https://openalex.org/I61641377"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006093696","display_name":"Emilian R\u01cedoi","orcid":"https://orcid.org/0000-0002-1177-5288"},"institutions":[{"id":"https://openalex.org/I118692353","display_name":"University of Science and Technology","ror":"https://ror.org/05bj7sh33","country_code":"YE","type":"education","lineage":["https://openalex.org/I118692353"]},{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO","YE"],"is_corresponding":false,"raw_author_name":"Emilian Radoi","raw_affiliation_strings":["National University of Science and Technology Politehnica Bucharest"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National University of Science and Technology Politehnica Bucharest","institution_ids":["https://openalex.org/I118692353","https://openalex.org/I61641377"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4224,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.82965259,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10028","display_name":"Topic Modeling","score":0.9358999729156494,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9247999787330627,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.6746561527252197},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4488818049430847},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40466758608818054},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.36237579584121704}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6746561527252197},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4488818049430847},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40466758608818054},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.36237579584121704}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fg59268.2024.10581994","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fg59268.2024.10581994","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W2559655401","https://openalex.org/W2619947201","https://openalex.org/W2948058585","https://openalex.org/W2949924544","https://openalex.org/W3124887724","https://openalex.org/W3153832461","https://openalex.org/W3166396011","https://openalex.org/W3176252609","https://openalex.org/W4251179700","https://openalex.org/W4285310604","https://openalex.org/W4288079574","https://openalex.org/W4295215046","https://openalex.org/W4297981470","https://openalex.org/W4297989763","https://openalex.org/W4313145975","https://openalex.org/W4362515116","https://openalex.org/W4377164404","https://openalex.org/W4378465287","https://openalex.org/W4383604380","https://openalex.org/W4385889719","https://openalex.org/W4386160289","https://openalex.org/W4386576685","https://openalex.org/W4387031608","https://openalex.org/W4389519059","https://openalex.org/W4390874394","https://openalex.org/W4391047198","https://openalex.org/W4400527562","https://openalex.org/W4400527805","https://openalex.org/W4402916263","https://openalex.org/W6687045409","https://openalex.org/W6790019176","https://openalex.org/W6791353385","https://openalex.org/W6850928896","https://openalex.org/W6852999659","https://openalex.org/W6853778688","https://openalex.org/W6855918417","https://openalex.org/W6856289622","https://openalex.org/W6861027392","https://openalex.org/W6955071965"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W3204019825"],"abstract_inverted_index":{"Large":[0],"Language":[1],"Models":[2],"(LLMs)":[3],"have":[4],"demonstrated":[5],"remarkable":[6],"capabilities":[7],"in":[8,81,128,147,174],"various":[9],"domains,":[10],"including":[11],"data":[12,16,178],"augmentation":[13,179],"and":[14,36,60,138,152,166,177],"synthetic":[15],"generation.":[17],"This":[18],"work":[19],"explores":[20],"the":[21,41,82,86,95,102,118,143,160,185],"use":[22],"of":[23,44,62,79,88,97,104,114,145,162],"LLMs":[24,45,74,146,173],"to":[25,46,75,159],"generate":[26,76],"rich":[27],"textual":[28,77,112],"descriptions":[29,78,113,124],"for":[30,171,180],"motion":[31,48,89,115,150,164,181],"sequences,":[32],"encompassing":[33],"both":[34],"actions":[35,80],"walking":[37,63,108,129],"patterns.":[38],"We":[39,183],"leverage":[40],"expressive":[42],"power":[43],"align":[47],"representations":[49],"with":[50,91],"high-level":[51],"linguistic":[52,92],"cues,":[53],"addressing":[54],"two":[55],"distinct":[56],"tasks:":[57],"action":[58,70],"recognition":[59],"retrieval":[61],"sequences":[64,90,116],"based":[65],"on":[66,107],"appearance":[67,105],"attributes.":[68],"For":[69],"recognition,":[71],"we":[72,100],"employ":[73],"BABEL-60":[83],"dataset,":[84],"facilitating":[85],"alignment":[87,176],"representations.":[93,155],"In":[94],"domain":[96],"gait":[98],"analysis,":[99],"investigate":[101],"impact":[103],"attributes":[106,151],"patterns":[109],"by":[110,132],"generating":[111],"from":[117],"DenseGait":[119],"dataset":[120],"using":[121],"LLMs.":[122],"These":[123],"capture":[125],"subtle":[126],"variations":[127],"styles":[130],"influenced":[131],"factors":[133],"such":[134],"as":[135],"clothing":[136],"choices":[137],"footwear.":[139],"Our":[140],"approach":[141],"demonstrates":[142],"potential":[144],"aug-menting":[148],"structured":[149],"aligning":[153],"multimodal":[154,175],"The":[156],"findings":[157],"contribute":[158],"advancement":[161],"comprehensive":[163],"understanding":[165],"open":[167],"up":[168],"new":[169],"av-enues":[170],"leveraging":[172],"analysis.":[182],"make":[184],"code":[186],"publicly":[187],"available":[188],"at":[189],"https://github.com/Radu1999/WalkAndText":[190]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
