{"id":"https://openalex.org/W4402351283","doi":"https://doi.org/10.1109/ijcnn60899.2024.10650009","title":"Unifying Global and Local Scene Entities Modelling for Precise Action Spotting","display_name":"Unifying Global and Local Scene Entities Modelling for Precise Action Spotting","publication_year":2024,"publication_date":"2024-06-30","ids":{"openalex":"https://openalex.org/W4402351283","doi":"https://doi.org/10.1109/ijcnn60899.2024.10650009"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn60899.2024.10650009","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn60899.2024.10650009","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"article","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/A5102649939","display_name":"Kim Hoang Tran","orcid":null},"institutions":[{"id":"https://openalex.org/I109689652","display_name":"FPT University","ror":"https://ror.org/03esj4g97","country_code":"VN","type":"education","lineage":["https://openalex.org/I109689652"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Kim Hoang Tran","raw_affiliation_strings":["FPT Software AI Center,Vietnam"],"affiliations":[{"raw_affiliation_string":"FPT Software AI Center,Vietnam","institution_ids":["https://openalex.org/I109689652"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107079460","display_name":"Phuc Vuong","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Phuc Vuong Do","raw_affiliation_strings":["Naver Vietnam Dev Center,Vietnam"],"affiliations":[{"raw_affiliation_string":"Naver Vietnam Dev Center,Vietnam","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024762397","display_name":"Ngoc Quoc Ly","orcid":"https://orcid.org/0000-0003-4476-2456"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]},{"id":"https://openalex.org/I23582244","display_name":"Ho Chi Minh City University of Science","ror":"https://ror.org/05jfbgm49","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I23582244"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Ngoc Quoc Ly","raw_affiliation_strings":["VNUHCM-University of Science,Ho Chi Minh City,Vietnam"],"affiliations":[{"raw_affiliation_string":"VNUHCM-University of Science,Ho Chi Minh City,Vietnam","institution_ids":["https://openalex.org/I23582244","https://openalex.org/I123565023"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023725893","display_name":"Ngan Le","orcid":"https://orcid.org/0000-0003-2571-0511"},"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":"Ngan Le","raw_affiliation_strings":["University of Arkansas,Department of Computer Science,USA"],"affiliations":[{"raw_affiliation_string":"University of Arkansas,Department of Computer Science,USA","institution_ids":["https://openalex.org/I78715868"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5102649939"],"corresponding_institution_ids":["https://openalex.org/I109689652"],"apc_list":null,"apc_paid":null,"fwci":0.7594,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.7238485,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9987999796867371,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9986000061035156,"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/spotting","display_name":"Spotting","score":0.9128464460372925},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6985586285591125},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.5266948938369751},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4877029359340668},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3901383876800537}],"concepts":[{"id":"https://openalex.org/C2779506182","wikidata":"https://www.wikidata.org/wiki/Q7580141","display_name":"Spotting","level":2,"score":0.9128464460372925},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6985586285591125},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.5266948938369751},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4877029359340668},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3901383876800537},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn60899.2024.10650009","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn60899.2024.10650009","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Joint Conference on Neural Networks (IJCNN)","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":70,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1686810756","https://openalex.org/W1924770834","https://openalex.org/W1927052826","https://openalex.org/W2117539524","https://openalex.org/W2194775991","https://openalex.org/W2619947201","https://openalex.org/W2620629206","https://openalex.org/W2765407302","https://openalex.org/W2797664359","https://openalex.org/W2885380450","https://openalex.org/W2908510526","https://openalex.org/W2951019013","https://openalex.org/W2955425717","https://openalex.org/W2963037989","https://openalex.org/W2963150697","https://openalex.org/W2963263347","https://openalex.org/W2963351448","https://openalex.org/W2963853051","https://openalex.org/W2984287396","https://openalex.org/W2990503944","https://openalex.org/W3010426832","https://openalex.org/W3025192183","https://openalex.org/W3034429256","https://openalex.org/W3034768625","https://openalex.org/W3035180180","https://openalex.org/W3035413240","https://openalex.org/W3109908659","https://openalex.org/W3112016895","https://openalex.org/W3138516171","https://openalex.org/W3140383185","https://openalex.org/W3175189620","https://openalex.org/W3186413649","https://openalex.org/W3190009776","https://openalex.org/W3190286596","https://openalex.org/W3206072662","https://openalex.org/W3207346664","https://openalex.org/W3208474254","https://openalex.org/W3210264524","https://openalex.org/W3210279979","https://openalex.org/W4214614183","https://openalex.org/W4224785189","https://openalex.org/W4226058394","https://openalex.org/W4226452378","https://openalex.org/W4298129964","https://openalex.org/W4307730507","https://openalex.org/W4308238192","https://openalex.org/W4312419390","https://openalex.org/W4312425089","https://openalex.org/W4312563428","https://openalex.org/W4312691946","https://openalex.org/W4312912313","https://openalex.org/W4312956471","https://openalex.org/W4313136445","https://openalex.org/W4324128075","https://openalex.org/W4382240304","https://openalex.org/W4385245566","https://openalex.org/W6637373629","https://openalex.org/W6640212811","https://openalex.org/W6726497184","https://openalex.org/W6745136726","https://openalex.org/W6755207826","https://openalex.org/W6757817989","https://openalex.org/W6790019176","https://openalex.org/W6791353385","https://openalex.org/W6802442395","https://openalex.org/W6802517928","https://openalex.org/W6803283611","https://openalex.org/W6811433417","https://openalex.org/W6845299434"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2034439647","https://openalex.org/W3184921334","https://openalex.org/W4249589822","https://openalex.org/W2103063669","https://openalex.org/W4380551034","https://openalex.org/W2033009170","https://openalex.org/W4386895402","https://openalex.org/W3204019825"],"abstract_inverted_index":{"Sports":[0],"videos":[1,26],"pose":[2],"complex":[3],"challenges,":[4,103],"including":[5],"cluttered":[6],"backgrounds,":[7],"camera":[8],"angle":[9],"changes,":[10],"small":[11,65,81],"action-representing":[12],"objects,":[13,82],"and":[14,57,111,132,198,209,241],"imbalanced":[15],"action":[16,78],"class":[17],"distribution.":[18],"Existing":[19],"methods":[20],"for":[21],"detecting":[22,60],"actions":[23,61],"in":[24,89,175,192,212,225],"sports":[25],"heavily":[27],"rely":[28],"on":[29],"global":[30,129],"features,":[31],"utilizing":[32],"a":[33,37,64,94,106,156,161,172,202],"backbone":[34,158],"network":[35,159],"as":[36,84,236],"black":[38,237],"box":[39],"that":[40,62,109],"encompasses":[41],"the":[42,52,55,68,97,124,128,153,178,189,193,216],"entire":[43],"spatial":[44],"frame.":[45,69],"However,":[46],"these":[47,102],"approaches":[48],"tend":[49],"to":[50,215,227],"overlook":[51],"nuances":[53],"of":[54,67,96,155,206],"scene":[56,113,125,135,168],"struggle":[58],"with":[59,77,147,160,177,201],"occupy":[63,93],"portion":[66],"In":[70],"particular,":[71],"they":[72],"face":[73],"difficulties":[74],"when":[75],"dealing":[76],"classes":[79],"involving":[80],"such":[83],"balls":[85],"or":[86],"yellow/red":[87],"cards":[88],"soccer,":[90],"which":[91,232],"only":[92],"fraction":[95],"screen":[98],"space.":[99],"To":[100,138,164],"address":[101],"we":[104,151,170],"introduce":[105],"novel":[107],"approach":[108,221],"analyzes":[110],"models":[112,242],"entities":[114,136],"using":[115],"an":[116],"adaptive":[117,179],"attention":[118,180],"mechanism.":[119,163,181],"Particularly,":[120],"our":[121,220],"model":[122,174,183],"disentangles":[123],"content":[126],"into":[127],"environment":[130],"feature":[131],"local":[133],"relevant":[134,167],"feature.":[137],"efficiently":[139],"extract":[140],"environmental":[141],"features":[142],"while":[143],"considering":[144],"temporal":[145],"information":[146],"less":[148],"computational":[149],"cost,":[150],"propose":[152],"use":[154],"2D":[157],"time-shift":[162],"accurately":[165],"capture":[166],"entities,":[169],"employ":[171],"Vision-Language":[173],"conjunction":[176],"Our":[182,239],"has":[184],"demonstrated":[185],"outstanding":[186],"performance,":[187],"securing":[188],"1st":[190],"place":[191],"SoccerNet-v2":[194],"Action":[195],"Spotting,":[196],"FineDiving,":[197],"FineGym":[199],"challenge":[200],"substantial":[203],"performance":[204],"improvement":[205],"1.6,":[207],"2.0,":[208],"1.3":[210],"points":[211],"avg-mAP":[213],"compared":[214],"runner-up":[217],"methods.":[218],"Furthermore,":[219],"offers":[222],"interpretability":[223],"capabilities":[224],"contrast":[226],"other":[228],"deep":[229],"learning":[230],"models,":[231],"are":[233,243],"often":[234],"designed":[235],"boxes.":[238],"code":[240],"released":[244],"at:":[245],"https://github.com/Fsoft-AIC/unifying-global-local-feature.":[246]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-23T07:41:27.035349","created_date":"2025-10-10T00:00:00"}
