{"id":"https://openalex.org/W4205323192","doi":"https://doi.org/10.1109/access.2021.3135868","title":"Dynamic Equilibrium Module for Action Recognition","display_name":"Dynamic Equilibrium Module for Action Recognition","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W4205323192","doi":"https://doi.org/10.1109/access.2021.3135868"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3135868","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3135868","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09652524.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09652524.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010904073","display_name":"Qili Zeng","orcid":"https://orcid.org/0000-0002-1663-9461"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Qili Zeng","raw_affiliation_strings":["Boston University, Boston, MA 02215. (e-mail: qili.zeng.cs@gmail.com)"],"raw_orcid":"https://orcid.org/0000-0002-1663-9461","affiliations":[{"raw_affiliation_string":"Boston University, Boston, MA 02215. (e-mail: qili.zeng.cs@gmail.com)","institution_ids":["https://openalex.org/I111088046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087532628","display_name":"M. Ozan Tezcan","orcid":"https://orcid.org/0000-0002-1712-2528"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M. Ozan Tezcan","raw_affiliation_strings":["Boston University, Boston, MA 02215"],"raw_orcid":"https://orcid.org/0000-0002-1712-2528","affiliations":[{"raw_affiliation_string":"Boston University, Boston, MA 02215","institution_ids":["https://openalex.org/I111088046"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063199641","display_name":"Janusz Konrad","orcid":"https://orcid.org/0000-0001-9283-5416"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Janusz Konrad","raw_affiliation_strings":["Boston University, Boston, MA 02215"],"raw_orcid":"https://orcid.org/0000-0001-9283-5416","affiliations":[{"raw_affiliation_string":"Boston University, Boston, MA 02215","institution_ids":["https://openalex.org/I111088046"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5010904073"],"corresponding_institution_ids":["https://openalex.org/I111088046"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.2799,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.66184591,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"9","issue":null,"first_page":"168015","last_page":"168025"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.8794999718666077,"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/T10320","display_name":"Neural Networks and Applications","score":0.8794999718666077,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.8447999954223633,"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":0.7935000061988831,"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":0.8421147465705872},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7332082390785217},{"id":"https://openalex.org/keywords/granularity","display_name":"Granularity","score":0.6632982492446899},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5955667495727539},{"id":"https://openalex.org/keywords/acceleration","display_name":"Acceleration","score":0.5229402780532837},{"id":"https://openalex.org/keywords/action-recognition","display_name":"Action recognition","score":0.513060450553894},{"id":"https://openalex.org/keywords/frame-rate","display_name":"Frame rate","score":0.4788805842399597},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.46299394965171814},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4561980366706848},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4295642077922821},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.42660805583000183},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3706875741481781}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8421147465705872},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7332082390785217},{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.6632982492446899},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5955667495727539},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.5229402780532837},{"id":"https://openalex.org/C2987834672","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Action recognition","level":3,"score":0.513060450553894},{"id":"https://openalex.org/C3261483","wikidata":"https://www.wikidata.org/wiki/Q119565","display_name":"Frame rate","level":2,"score":0.4788805842399597},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.46299394965171814},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4561980366706848},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4295642077922821},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.42660805583000183},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3706875741481781},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2021.3135868","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3135868","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09652524.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:493e871938ea47f49bc5d1f675e79321","is_oa":true,"landing_page_url":"https://doaj.org/article/493e871938ea47f49bc5d1f675e79321","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 9, Pp 168015-168025 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3135868","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3135868","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09652524.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4205323192.pdf","grobid_xml":"https://content.openalex.org/works/W4205323192.grobid-xml"},"referenced_works_count":68,"referenced_works":["https://openalex.org/W24089286","https://openalex.org/W764651262","https://openalex.org/W1522734439","https://openalex.org/W1578285471","https://openalex.org/W1578985305","https://openalex.org/W1967503435","https://openalex.org/W1983364832","https://openalex.org/W1990370049","https://openalex.org/W1998391547","https://openalex.org/W1999567494","https://openalex.org/W2105101328","https://openalex.org/W2126579184","https://openalex.org/W2156303437","https://openalex.org/W2163605009","https://openalex.org/W2194775991","https://openalex.org/W2342662179","https://openalex.org/W2507009361","https://openalex.org/W2548527721","https://openalex.org/W2552900565","https://openalex.org/W2560474170","https://openalex.org/W2619947201","https://openalex.org/W2736596806","https://openalex.org/W2798472916","https://openalex.org/W2802800499","https://openalex.org/W2809562466","https://openalex.org/W2883429621","https://openalex.org/W2884797191","https://openalex.org/W2890238159","https://openalex.org/W2891446678","https://openalex.org/W2908510526","https://openalex.org/W2962728572","https://openalex.org/W2962875331","https://openalex.org/W2962907723","https://openalex.org/W2962934715","https://openalex.org/W2963015194","https://openalex.org/W2963091558","https://openalex.org/W2963155035","https://openalex.org/W2963216700","https://openalex.org/W2963371778","https://openalex.org/W2963483509","https://openalex.org/W2963524571","https://openalex.org/W2963645879","https://openalex.org/W2963782415","https://openalex.org/W2963820951","https://openalex.org/W2963863119","https://openalex.org/W2963886665","https://openalex.org/W2964094092","https://openalex.org/W2964191259","https://openalex.org/W2964700958","https://openalex.org/W2990152177","https://openalex.org/W2990503944","https://openalex.org/W3034572008","https://openalex.org/W3035303837","https://openalex.org/W3035413240","https://openalex.org/W3035619757","https://openalex.org/W3096833468","https://openalex.org/W3110306138","https://openalex.org/W6600983433","https://openalex.org/W6680587008","https://openalex.org/W6682864246","https://openalex.org/W6684191040","https://openalex.org/W6736349848","https://openalex.org/W6753292508","https://openalex.org/W6754486171","https://openalex.org/W6755013148","https://openalex.org/W6755858239","https://openalex.org/W6757817989","https://openalex.org/W6955071965"],"related_works":["https://openalex.org/W2931688134","https://openalex.org/W2377919138","https://openalex.org/W2378857091","https://openalex.org/W4256502920","https://openalex.org/W103652678","https://openalex.org/W2999756192","https://openalex.org/W4226090359","https://openalex.org/W4382701072","https://openalex.org/W2977517636","https://openalex.org/W2810129309"],"abstract_inverted_index":{"Temporal":[0],"variations,":[1],"such":[2],"as":[3],"sudden":[4],"motion,":[5],"acceleration":[6],"and":[7,14,34,77,100,115,134,140],"occlusions,":[8],"occur":[9],"frequently":[10],"in":[11,132],"real-world":[12],"videos":[13],"force":[15],"video-modeling":[16],"networks":[17,103],"to":[18,42,50,62,104,127],"account":[19],"for":[20,28,83],"them.":[21],"However.":[22],"often":[23],"they":[24],"are":[25,67],"not":[26],"beneficial":[27],"recognizing":[29],"actions":[30],"at":[31,54],"coarse":[32],"granularity":[33],"thus":[35],"may":[36],"impede":[37],"spatio-temporal":[38,117],"learning.":[39],"Prior":[40],"solutions":[41],"this":[43,71],"problem":[44],"usually":[45],"introduce":[46],"multiple":[47],"network":[48],"branches":[49],"process":[51],"input":[52],"frames":[53],"different":[55],"sampling":[56],"rates":[57],"or":[58],"employ":[59],"special":[60],"components":[61],"explore":[63],"inter-frame":[64],"relations,":[65],"which":[66],"computationally":[68],"expensive.":[69],"In":[70],"paper":[72],"we":[73],"propose":[74],"a":[75],"simple":[76],"flexible":[78],"Dynamic":[79],"Equilibrium":[80],"Module":[81],"(DEM)":[82],"video":[84,113],"modeling":[85,114],"through":[86],"adaptive":[87],"Eulerian":[88],"motion":[89],"manipulation.":[90],"The":[91],"proposed":[92],"module":[93],"can":[94],"be":[95],"directly":[96],"inserted":[97],"into":[98],"3D":[99],"(2+1)D":[101],"backbone":[102],"effectively":[105],"reduce":[106],"the":[107,128],"impact":[108],"of":[109,130],"temporal":[110],"variations":[111],"on":[112,137],"learn":[116],"representations":[118],"with":[119],"higher":[120],"robustness.":[121],"We":[122],"demonstrate":[123],"performance":[124],"gains":[125],"due":[126],"use":[129],"DEM":[131],"R3D":[133],"R(2+1)D":[135],"models":[136],"Kinetics-400,":[138],"UCF-101,":[139],"HMDB-51":[141],"datasets.":[142]},"counts_by_year":[{"year":2022,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
