{"id":"https://openalex.org/W4400849771","doi":"https://doi.org/10.1007/s00138-024-01561-z","title":"React: recognize every action everywhere all at once","display_name":"React: recognize every action everywhere all at once","publication_year":2024,"publication_date":"2024-07-01","ids":{"openalex":"https://openalex.org/W4400849771","doi":"https://doi.org/10.1007/s00138-024-01561-z"},"language":"en","primary_location":{"id":"doi:10.1007/s00138-024-01561-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00138-024-01561-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00138-024-01561-z.pdf","source":{"id":"https://openalex.org/S27728525","display_name":"Machine Vision and Applications","issn_l":"0932-8092","issn":["0932-8092","1432-1769"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Vision and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s00138-024-01561-z.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065088358","display_name":"Naga Venkata Sai Raviteja Chappa","orcid":"https://orcid.org/0000-0002-0550-1176"},"institutions":[{"id":"https://openalex.org/I78715868","display_name":"University of Arkansas at Fayetteville","ror":"https://ror.org/05jbt9m15","country_code":"US","type":"education","lineage":["https://openalex.org/I78715868"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Naga V. S. Raviteja Chappa","raw_affiliation_strings":["Department of EECS, University of Arkansas, Fayetteville, AR, 72701, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of EECS, University of Arkansas, Fayetteville, AR, 72701, USA","institution_ids":["https://openalex.org/I78715868"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002689322","display_name":"Pha Nguyen","orcid":"https://orcid.org/0000-0003-1517-1382"},"institutions":[{"id":"https://openalex.org/I78715868","display_name":"University of Arkansas at Fayetteville","ror":"https://ror.org/05jbt9m15","country_code":"US","type":"education","lineage":["https://openalex.org/I78715868"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pha Nguyen","raw_affiliation_strings":["Department of EECS, University of Arkansas, Fayetteville, AR, 72701, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of EECS, University of Arkansas, Fayetteville, AR, 72701, USA","institution_ids":["https://openalex.org/I78715868"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048969030","display_name":"Page D. Dobbs","orcid":"https://orcid.org/0000-0003-1913-6488"},"institutions":[{"id":"https://openalex.org/I78715868","display_name":"University of Arkansas at Fayetteville","ror":"https://ror.org/05jbt9m15","country_code":"US","type":"education","lineage":["https://openalex.org/I78715868"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Page Daniel Dobbs","raw_affiliation_strings":["Center for Public Health and Technology, University of Arkansas, Fayetteville, AR, 72701, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Public Health and Technology, University of Arkansas, Fayetteville, AR, 72701, USA","institution_ids":["https://openalex.org/I78715868"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056226189","display_name":"Khoa Luu","orcid":"https://orcid.org/0000-0003-2104-0901"},"institutions":[{"id":"https://openalex.org/I78715868","display_name":"University of Arkansas at Fayetteville","ror":"https://ror.org/05jbt9m15","country_code":"US","type":"education","lineage":["https://openalex.org/I78715868"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Khoa Luu","raw_affiliation_strings":["Department of EECS, University of Arkansas, Fayetteville, AR, 72701, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of EECS, University of Arkansas, Fayetteville, AR, 72701, USA","institution_ids":["https://openalex.org/I78715868"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5065088358"],"corresponding_institution_ids":["https://openalex.org/I78715868"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":{"value":2490,"currency":"EUR","value_usd":3090},"fwci":1.1219,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.78692402,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"35","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9998999834060669,"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":0.9998999834060669,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9952999949455261,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9865999817848206,"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":0.7947561740875244},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.547988772392273},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.47593429684638977},{"id":"https://openalex.org/keywords/action-recognition","display_name":"Action recognition","score":0.4568333327770233},{"id":"https://openalex.org/keywords/comprehension","display_name":"Comprehension","score":0.44746100902557373},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4435274600982666},{"id":"https://openalex.org/keywords/realm","display_name":"Realm","score":0.4429129660129547},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.411374568939209},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.34119075536727905},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.16569775342941284}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7947561740875244},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.547988772392273},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.47593429684638977},{"id":"https://openalex.org/C2987834672","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Action recognition","level":3,"score":0.4568333327770233},{"id":"https://openalex.org/C511192102","wikidata":"https://www.wikidata.org/wiki/Q5156948","display_name":"Comprehension","level":2,"score":0.44746100902557373},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4435274600982666},{"id":"https://openalex.org/C2778757428","wikidata":"https://www.wikidata.org/wiki/Q1250464","display_name":"Realm","level":2,"score":0.4429129660129547},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.411374568939209},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.34119075536727905},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.16569775342941284},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s00138-024-01561-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00138-024-01561-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00138-024-01561-z.pdf","source":{"id":"https://openalex.org/S27728525","display_name":"Machine Vision and Applications","issn_l":"0932-8092","issn":["0932-8092","1432-1769"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Vision and Applications","raw_type":"journal-article"},{"id":"pmh:oai:scholarworks.uark.edu:elcspub-1008","is_oa":true,"landing_page_url":"https://scholarworks.uark.edu/elcspub/8","pdf_url":null,"source":{"id":"https://openalex.org/S2764830181","display_name":"Journal of the Arkansas Academy of Science","issn_l":"2326-0491","issn":["2326-0491","2326-0505"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320103","host_organization_name":"Arkansas Academy of Science","host_organization_lineage":["https://openalex.org/P4310320103"],"host_organization_lineage_names":["Arkansas Academy of Science"],"type":"journal"},"license":"cc-by-nd","license_id":"https://openalex.org/licenses/cc-by-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Electrical Engineering and Computer Science Faculty Publications and Presentations","raw_type":"text"}],"best_oa_location":{"id":"doi:10.1007/s00138-024-01561-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00138-024-01561-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s00138-024-01561-z.pdf","source":{"id":"https://openalex.org/S27728525","display_name":"Machine Vision and Applications","issn_l":"0932-8092","issn":["0932-8092","1432-1769"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Vision and Applications","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4400849771.pdf"},"referenced_works_count":62,"referenced_works":["https://openalex.org/W289401892","https://openalex.org/W1981276685","https://openalex.org/W2047499569","https://openalex.org/W2057067088","https://openalex.org/W2100304967","https://openalex.org/W2116137332","https://openalex.org/W2117539524","https://openalex.org/W2138332955","https://openalex.org/W2171544105","https://openalex.org/W2259801182","https://openalex.org/W2269938945","https://openalex.org/W2290998037","https://openalex.org/W2507009361","https://openalex.org/W2558630670","https://openalex.org/W2736442062","https://openalex.org/W2778252923","https://openalex.org/W2894669491","https://openalex.org/W2895064504","https://openalex.org/W2897054934","https://openalex.org/W2927778007","https://openalex.org/W2940963663","https://openalex.org/W2947315758","https://openalex.org/W2962766617","https://openalex.org/W2963091558","https://openalex.org/W2963524571","https://openalex.org/W2974686944","https://openalex.org/W3035029089","https://openalex.org/W3035648302","https://openalex.org/W3095022195","https://openalex.org/W3096609285","https://openalex.org/W3096719817","https://openalex.org/W3103358580","https://openalex.org/W3108614371","https://openalex.org/W3110257409","https://openalex.org/W3121523901","https://openalex.org/W3131500599","https://openalex.org/W3138516171","https://openalex.org/W3145450063","https://openalex.org/W3167258964","https://openalex.org/W3172908893","https://openalex.org/W3173431071","https://openalex.org/W3175859725","https://openalex.org/W3197341423","https://openalex.org/W3204485253","https://openalex.org/W3206556423","https://openalex.org/W3214993537","https://openalex.org/W3216333260","https://openalex.org/W4214612132","https://openalex.org/W4214614183","https://openalex.org/W4214759957","https://openalex.org/W4221166385","https://openalex.org/W4230451144","https://openalex.org/W4312349914","https://openalex.org/W4312557989","https://openalex.org/W4312570179","https://openalex.org/W4312919330","https://openalex.org/W4379382445","https://openalex.org/W4383647346","https://openalex.org/W4385815582","https://openalex.org/W4402715892","https://openalex.org/W6600424091","https://openalex.org/W6608497737"],"related_works":["https://openalex.org/W2359053655","https://openalex.org/W2387777532","https://openalex.org/W2382709029","https://openalex.org/W2389147080","https://openalex.org/W2377883125","https://openalex.org/W2362479786","https://openalex.org/W2392455911","https://openalex.org/W2374248756","https://openalex.org/W2375492428","https://openalex.org/W2350419982"],"abstract_inverted_index":{"Abstract":[0],"In":[1],"the":[2],"realm":[3],"of":[4,63,72,90],"computer":[5],"vision,":[6],"Group":[7],"Activity":[8],"Recognition":[9],"(GAR)":[10],"plays":[11],"a":[12,40,113,159],"vital":[13],"role,":[14],"finding":[15],"applications":[16],"in":[17,126,142],"sports":[18],"video":[19,93],"analysis,":[20],"surveillance,":[21],"and":[22,75,92,100,107,118,124,144],"social":[23],"scene":[24,80,164],"understanding.":[25,81],"This":[26,151],"paper":[27],"introduces":[28],"R":[29],"ecognize":[30],"E":[31],"very":[32],"Act":[33],"ion":[34],"Everywhere":[35],"All":[36],"At":[37],"Once":[38],"(REACT),":[39],"novel":[41],"architecture":[42],"designed":[43],"to":[44],"model":[45,122],"complex":[46],"contextual":[47,59,119],"relationships":[48],"within":[49],"videos.":[50],"REACT":[51],"leverages":[52],"advanced":[53],"transformer-based":[54],"models":[55],"for":[56,162],"encoding":[57],"intricate":[58],"relationships,":[60],"enhancing":[61,101],"understanding":[62,89,145],"group":[64,128,146,155],"dynamics.":[65],"Integrated":[66],"Vision-Language":[67],"Encoding":[68],"facilitates":[69],"efficient":[70],"capture":[71],"spatiotemporal":[73],"interactions":[74],"multi-modal":[76],"information,":[77,120],"enabling":[78,95],"comprehensive":[79],"The":[82],"model\u2019s":[83],"precise":[84,96],"action":[85],"localization":[86],"refines":[87],"joint":[88],"text":[91],"data,":[94],"bounding":[97],"box":[98],"retrieval":[99],"semantic":[102],"links":[103],"between":[104,115],"textual":[105],"descriptions":[106],"visual":[108],"reality.":[109],"Actor-Specific":[110],"Fusion":[111],"strikes":[112],"balance":[114],"actor-specific":[116],"details":[117],"improving":[121],"specificity":[123],"robustness":[125],"recognizing":[127,143],"activities.":[129],"Experimental":[130],"results":[131],"demonstrate":[132],"REACT\u2019s":[133],"superiority":[134],"over":[135],"state-of-the-art":[136],"GAR":[137],"approaches,":[138],"achieving":[139],"higher":[140],"accuracy":[141],"activities":[147],"across":[148],"diverse":[149],"datasets.":[150],"work":[152],"significantly":[153],"advances":[154],"activity":[156],"recognition,":[157],"offering":[158],"robust":[160],"framework":[161],"nuanced":[163],"comprehension.":[165]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
