{"id":"https://openalex.org/W4411750547","doi":"https://doi.org/10.1007/s11263-025-02503-6","title":"A Comprehensive Review of Few-Shot Action Recognition","display_name":"A Comprehensive Review of Few-Shot Action Recognition","publication_year":2025,"publication_date":"2025-06-28","ids":{"openalex":"https://openalex.org/W4411750547","doi":"https://doi.org/10.1007/s11263-025-02503-6"},"language":"en","primary_location":{"id":"doi:10.1007/s11263-025-02503-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11263-025-02503-6","pdf_url":null,"source":{"id":"https://openalex.org/S25538012","display_name":"International Journal of Computer Vision","issn_l":"0920-5691","issn":["0920-5691","1573-1405"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Vision","raw_type":"journal-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/A5073609199","display_name":"Yuyang Wanyan","orcid":"https://orcid.org/0000-0001-7045-8031"},"institutions":[{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuyang Wanyan","raw_affiliation_strings":["School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, 101408, China","State Key Laboratory of Multimodal Artificial Intelligence System, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, 101408, China","institution_ids":["https://openalex.org/I4210100255","https://openalex.org/I4210165038"]},{"raw_affiliation_string":"State Key Laboratory of Multimodal Artificial Intelligence System, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190, China","institution_ids":["https://openalex.org/I4210094879","https://openalex.org/I4210100255","https://openalex.org/I4210112150"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083991825","display_name":"Xiaoshan Yang","orcid":"https://orcid.org/0000-0001-5453-9755"},"institutions":[{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]},{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaoshan Yang","raw_affiliation_strings":["Peng Cheng Laboratory, Shenzhen, 518066, China","School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, 101408, China","State Key Laboratory of Multimodal Artificial Intelligence System, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190, China"],"raw_orcid":"https://orcid.org/0000-0001-5453-9755","affiliations":[{"raw_affiliation_string":"Peng Cheng Laboratory, Shenzhen, 518066, China","institution_ids":["https://openalex.org/I4210136793"]},{"raw_affiliation_string":"School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, 101408, China","institution_ids":["https://openalex.org/I4210100255","https://openalex.org/I4210165038"]},{"raw_affiliation_string":"State Key Laboratory of Multimodal Artificial Intelligence System, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190, China","institution_ids":["https://openalex.org/I4210094879","https://openalex.org/I4210100255","https://openalex.org/I4210112150"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103142682","display_name":"Weiming Dong","orcid":"https://orcid.org/0000-0002-7399-7011"},"institutions":[{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiming Dong","raw_affiliation_strings":["School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, 101408, China","State Key Laboratory of Multimodal Artificial Intelligence System, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, 101408, China","institution_ids":["https://openalex.org/I4210100255","https://openalex.org/I4210165038"]},{"raw_affiliation_string":"State Key Laboratory of Multimodal Artificial Intelligence System, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190, China","institution_ids":["https://openalex.org/I4210094879","https://openalex.org/I4210100255","https://openalex.org/I4210112150"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022636178","display_name":"Changsheng Xu","orcid":"https://orcid.org/0000-0001-8343-9665"},"institutions":[{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]},{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changsheng Xu","raw_affiliation_strings":["Peng Cheng Laboratory, Shenzhen, 518066, China","School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, 101408, China","State Key Laboratory of Multimodal Artificial Intelligence System, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Peng Cheng Laboratory, Shenzhen, 518066, China","institution_ids":["https://openalex.org/I4210136793"]},{"raw_affiliation_string":"School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, 101408, China","institution_ids":["https://openalex.org/I4210100255","https://openalex.org/I4210165038"]},{"raw_affiliation_string":"State Key Laboratory of Multimodal Artificial Intelligence System, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190, China","institution_ids":["https://openalex.org/I4210094879","https://openalex.org/I4210100255","https://openalex.org/I4210112150"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5083991825"],"corresponding_institution_ids":["https://openalex.org/I4210094879","https://openalex.org/I4210100255","https://openalex.org/I4210112150","https://openalex.org/I4210136793","https://openalex.org/I4210165038"],"apc_list":{"value":3690,"currency":"USD","value_usd":3690},"apc_paid":null,"fwci":4.9122,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.95834352,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"133","issue":"10","first_page":"6832","last_page":"6859"},"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":0.9991999864578247,"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/T12740","display_name":"Gait Recognition and Analysis","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/shot","display_name":"Shot (pellet)","score":0.655928373336792},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6191677451133728},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6129456162452698},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5898764729499817},{"id":"https://openalex.org/keywords/action-recognition","display_name":"Action recognition","score":0.4821619391441345},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.09913933277130127},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.05163565278053284}],"concepts":[{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.655928373336792},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6191677451133728},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6129456162452698},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5898764729499817},{"id":"https://openalex.org/C2987834672","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Action recognition","level":3,"score":0.4821619391441345},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.09913933277130127},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.05163565278053284},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11263-025-02503-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11263-025-02503-6","pdf_url":null,"source":{"id":"https://openalex.org/S25538012","display_name":"International Journal of Computer Vision","issn_l":"0920-5691","issn":["0920-5691","1573-1405"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Vision","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G598469371","display_name":null,"funder_award_id":"62036012, U23A20387","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8197587360","display_name":null,"funder_award_id":"62322212, 62072455","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":177,"referenced_works":["https://openalex.org/W147001025","https://openalex.org/W1522734439","https://openalex.org/W1586730761","https://openalex.org/W1981276685","https://openalex.org/W1983364832","https://openalex.org/W2008311091","https://openalex.org/W2023617490","https://openalex.org/W2033669857","https://openalex.org/W2048821851","https://openalex.org/W2056120433","https://openalex.org/W2097117768","https://openalex.org/W2108598243","https://openalex.org/W2110819057","https://openalex.org/W2126579184","https://openalex.org/W2135658380","https://openalex.org/W2139741288","https://openalex.org/W2143267104","https://openalex.org/W2154642173","https://openalex.org/W2194775991","https://openalex.org/W2250384498","https://openalex.org/W2507009361","https://openalex.org/W2625366777","https://openalex.org/W2625674597","https://openalex.org/W2736800318","https://openalex.org/W2798836702","https://openalex.org/W2802861902","https://openalex.org/W2808168184","https://openalex.org/W2810685774","https://openalex.org/W2884282566","https://openalex.org/W2894873912","https://openalex.org/W2900846417","https://openalex.org/W2905471643","https://openalex.org/W2954929116","https://openalex.org/W2962934715","https://openalex.org/W2963001155","https://openalex.org/W2963155035","https://openalex.org/W2963465695","https://openalex.org/W2963524571","https://openalex.org/W2963680240","https://openalex.org/W2963689837","https://openalex.org/W2964242760","https://openalex.org/W2964316912","https://openalex.org/W2966927162","https://openalex.org/W2981874246","https://openalex.org/W2994785205","https://openalex.org/W2999794487","https://openalex.org/W3005313259","https://openalex.org/W3009779811","https://openalex.org/W3034442691","https://openalex.org/W3034942609","https://openalex.org/W3035143213","https://openalex.org/W3035342403","https://openalex.org/W3035374961","https://openalex.org/W3035513921","https://openalex.org/W3035654071","https://openalex.org/W3041485444","https://openalex.org/W3045564095","https://openalex.org/W3092600962","https://openalex.org/W3093352373","https://openalex.org/W3093455342","https://openalex.org/W3094500523","https://openalex.org/W3094502228","https://openalex.org/W3095374178","https://openalex.org/W3106616149","https://openalex.org/W3107322323","https://openalex.org/W3117493944","https://openalex.org/W3124887724","https://openalex.org/W3128543370","https://openalex.org/W3135367836","https://openalex.org/W3153427360","https://openalex.org/W3160262112","https://openalex.org/W3163388905","https://openalex.org/W3168424602","https://openalex.org/W3173271747","https://openalex.org/W3175528717","https://openalex.org/W3179667740","https://openalex.org/W3186213478","https://openalex.org/W3192801537","https://openalex.org/W3195146806","https://openalex.org/W3196734898","https://openalex.org/W3200749679","https://openalex.org/W3201944844","https://openalex.org/W3205333272","https://openalex.org/W3205566498","https://openalex.org/W3207395111","https://openalex.org/W3211737808","https://openalex.org/W3215828051","https://openalex.org/W4205536765","https://openalex.org/W4221167396","https://openalex.org/W4226340378","https://openalex.org/W4240592325","https://openalex.org/W4281739032","https://openalex.org/W4282981352","https://openalex.org/W4285184936","https://openalex.org/W4285604377","https://openalex.org/W4286242385","https://openalex.org/W4287180559","https://openalex.org/W4304092139","https://openalex.org/W4306893738","https://openalex.org/W4312259618","https://openalex.org/W4312556031","https://openalex.org/W4312560592","https://openalex.org/W4312659503","https://openalex.org/W4312733400","https://openalex.org/W4312959318","https://openalex.org/W4313046672","https://openalex.org/W4313417834","https://openalex.org/W4319163914","https://openalex.org/W4319299997","https://openalex.org/W4319878528","https://openalex.org/W4322746975","https://openalex.org/W4323527314","https://openalex.org/W4361762277","https://openalex.org/W4366829289","https://openalex.org/W4382465664","https://openalex.org/W4385573341","https://openalex.org/W4386065563","https://openalex.org/W4386065787","https://openalex.org/W4386075919","https://openalex.org/W4387572992","https://openalex.org/W4387695265","https://openalex.org/W4387968000","https://openalex.org/W4387968050","https://openalex.org/W4387968380","https://openalex.org/W4387969137","https://openalex.org/W4388220587","https://openalex.org/W4388487066","https://openalex.org/W4389519587","https://openalex.org/W4390843873","https://openalex.org/W4390872245","https://openalex.org/W4390872367","https://openalex.org/W4390872437","https://openalex.org/W4390872452","https://openalex.org/W4390872554","https://openalex.org/W4390889811","https://openalex.org/W4391164176","https://openalex.org/W4391454481","https://openalex.org/W4391661486","https://openalex.org/W4391741474","https://openalex.org/W4392552076","https://openalex.org/W4392930951","https://openalex.org/W4393148562","https://openalex.org/W4393864964","https://openalex.org/W4394597989","https://openalex.org/W4394625734","https://openalex.org/W4394862662","https://openalex.org/W4396613334","https://openalex.org/W4396781596","https://openalex.org/W4396877720","https://openalex.org/W4398152834","https://openalex.org/W4399418349","https://openalex.org/W4401114324","https://openalex.org/W4402350623","https://openalex.org/W4402727584","https://openalex.org/W4402851515","https://openalex.org/W4403730336","https://openalex.org/W4403760707","https://openalex.org/W4403791355","https://openalex.org/W4403844864","https://openalex.org/W4405388792","https://openalex.org/W4406518314","https://openalex.org/W4409364187","https://openalex.org/W4409368451","https://openalex.org/W4411244513","https://openalex.org/W4411245213","https://openalex.org/W6600405510","https://openalex.org/W6601462914","https://openalex.org/W6601730711","https://openalex.org/W6603735710","https://openalex.org/W6610587599","https://openalex.org/W6684083149","https://openalex.org/W6702248584","https://openalex.org/W6717243457","https://openalex.org/W6717697761","https://openalex.org/W6771331413","https://openalex.org/W6776331362","https://openalex.org/W6847397134"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2074502265","https://openalex.org/W4214877189","https://openalex.org/W2773965352","https://openalex.org/W2381179799","https://openalex.org/W4411535265","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}