{"id":"https://openalex.org/W4399665752","doi":"https://doi.org/10.1109/tip.2024.3411771","title":"ECEA: Extensible Co-Existing Attention for Few-Shot Object Detection","display_name":"ECEA: Extensible Co-Existing Attention for Few-Shot Object Detection","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4399665752","doi":"https://doi.org/10.1109/tip.2024.3411771","pmid":"https://pubmed.ncbi.nlm.nih.gov/38875088"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2024.3411771","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2024.3411771","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Image Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5072963539","display_name":"Zhimeng Xin","orcid":"https://orcid.org/0000-0002-0362-6979"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhimeng Xin","raw_affiliation_strings":["School of Cyber Science and Engineering, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016965693","display_name":"Tianxu Wu","orcid":"https://orcid.org/0000-0003-2647-0089"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianxu Wu","raw_affiliation_strings":["School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071943020","display_name":"Shiming Chen","orcid":"https://orcid.org/0000-0001-9633-3392"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiming Chen","raw_affiliation_strings":["School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076460648","display_name":"Yixiong Zou","orcid":"https://orcid.org/0000-0002-2125-9041"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yixiong Zou","raw_affiliation_strings":["School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082634513","display_name":"Ling Shao","orcid":"https://orcid.org/0000-0002-8264-6117"},"institutions":[{"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":"Ling Shao","raw_affiliation_strings":["UCAS-Terminus AI Laboratory, University of Chinese Academy of Sciences (UCAS), Beijing, China","UCAS-Terminus AI Lab, UCAS, China"],"affiliations":[{"raw_affiliation_string":"UCAS-Terminus AI Laboratory, University of Chinese Academy of Sciences (UCAS), Beijing, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"UCAS-Terminus AI Lab, UCAS, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057095711","display_name":"Xinge You","orcid":"https://orcid.org/0009-0006-1450-9504"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinge You","raw_affiliation_strings":["School of Cyber Science and Engineering, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5072963539"],"corresponding_institution_ids":["https://openalex.org/I47720641"],"apc_list":null,"apc_paid":null,"fwci":5.0017,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.96323161,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"33","issue":null,"first_page":"5564","last_page":"5576"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9872999787330627,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9872999787330627,"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/T12549","display_name":"Image and Object Detection Techniques","score":0.9085999727249146,"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":0.6848151087760925},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6288577914237976},{"id":"https://openalex.org/keywords/extensibility","display_name":"Extensibility","score":0.6003847122192383},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5538373589515686},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.5121550559997559},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.44097229838371277},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4104357063770294},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.3491397500038147},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3410167098045349},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.26661697030067444}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6848151087760925},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6288577914237976},{"id":"https://openalex.org/C32833848","wikidata":"https://www.wikidata.org/wiki/Q4115054","display_name":"Extensibility","level":2,"score":0.6003847122192383},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5538373589515686},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.5121550559997559},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.44097229838371277},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4104357063770294},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3491397500038147},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3410167098045349},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.26661697030067444},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tip.2024.3411771","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2024.3411771","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Image Processing","raw_type":"journal-article"},{"id":"pmid:38875088","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38875088","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on image processing : a publication of the IEEE Signal Processing Society","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1960684060","display_name":null,"funder_award_id":"2022YFC3301704","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6766763640","display_name":null,"funder_award_id":"2022YFC3301700","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1536680647","https://openalex.org/W1861492603","https://openalex.org/W2031489346","https://openalex.org/W2117539524","https://openalex.org/W2160313198","https://openalex.org/W2193145675","https://openalex.org/W2194775991","https://openalex.org/W2504335775","https://openalex.org/W2517325737","https://openalex.org/W2570343428","https://openalex.org/W2601564443","https://openalex.org/W2788210750","https://openalex.org/W2884561390","https://openalex.org/W2962756421","https://openalex.org/W2963037989","https://openalex.org/W2963943197","https://openalex.org/W2983156430","https://openalex.org/W2996583130","https://openalex.org/W3009213340","https://openalex.org/W3034942609","https://openalex.org/W3034974675","https://openalex.org/W3035323039","https://openalex.org/W3093194982","https://openalex.org/W3096609285","https://openalex.org/W3097651496","https://openalex.org/W3110528336","https://openalex.org/W3116963012","https://openalex.org/W3154360923","https://openalex.org/W3169708801","https://openalex.org/W3174017448","https://openalex.org/W3174396556","https://openalex.org/W3175577495","https://openalex.org/W3202403972","https://openalex.org/W3204077273","https://openalex.org/W3215041655","https://openalex.org/W4200633401","https://openalex.org/W4214724741","https://openalex.org/W4221159372","https://openalex.org/W4285345667","https://openalex.org/W4288054357","https://openalex.org/W4289535682","https://openalex.org/W4292787476","https://openalex.org/W4312120191","https://openalex.org/W4312592846","https://openalex.org/W4312702383","https://openalex.org/W4313123992","https://openalex.org/W4313196086","https://openalex.org/W4320002685","https://openalex.org/W4365482845","https://openalex.org/W4379598667","https://openalex.org/W4382466690","https://openalex.org/W4391899597","https://openalex.org/W6739901393","https://openalex.org/W6748284727","https://openalex.org/W6774983715","https://openalex.org/W6784094891","https://openalex.org/W6845412689"],"related_works":["https://openalex.org/W1948607442","https://openalex.org/W3004004161","https://openalex.org/W2044615423","https://openalex.org/W4247766898","https://openalex.org/W4244765761","https://openalex.org/W2361584951","https://openalex.org/W2365327041","https://openalex.org/W4225348249","https://openalex.org/W4292830139","https://openalex.org/W4319309705"],"abstract_inverted_index":{"Few-shot":[0],"object":[1,86,109,161,233],"detection":[2],"(FSOD)":[3],"identifies":[4],"objects":[5,50],"from":[6,26,51],"extremely":[7],"few":[8],"annotated":[9],"samples.":[10],"Most":[11],"existing":[12,42,251],"FSOD":[13,43,77,252],"methods,":[14],"recently,":[15],"apply":[16],"the":[17,23,32,37,47,57,63,83,103,107,112,141,148,159,167,170,173,177,187,197,213,226,232,241,246],"two-stage":[18],"learning":[19,36],"paradigm,":[20],"which":[21,194],"transfers":[22,184],"knowledge":[24],"learned":[25],"abundant":[27,181],"base":[28,178],"classes":[29,68],"to":[30,53,81,101,105,111,132,140,156,186,200,207,229,238],"assist":[31,196,225],"few-shot":[33,198,227],"detectors":[34],"by":[35,56],"global":[38,108],"features.":[39],"However,":[40],"such":[41,76],"approaches":[44],"seldom":[45],"consider":[46],"localization":[48],"of":[49,66,72,190],"local":[52,113,127,143,205],"global.":[54],"Limited":[55],"scarce":[58],"training":[59,64,168,242],"data":[60],"in":[61,75,152,162,203,240],"FSOD,":[62],"samples":[65,182,243],"novel":[67,188],"typically":[69],"capture":[70],"part":[71],"objects,":[73],"resulting":[74],"methods":[78],"being":[79],"unable":[80],"detect":[82],"completely":[84,230],"unseen":[85],"during":[87],"testing.":[88],"To":[89],"tackle":[90],"this":[91],"problem,":[92],"we":[93,116],"propose":[94],"an":[95,119],"Extensible":[96],"Co-Existing":[97],"Attention":[98],"(ECEA)":[99],"module":[100,223],"enable":[102],"model":[104,171,199],"infer":[106],"according":[110],"parts.":[114],"Specifically,":[115],"first":[117],"devise":[118],"extensible":[120,149,174,192],"attention":[121,131,150],"mechanism":[122,151],"that":[123,135,220],"starts":[124],"with":[125,180,250],"a":[126],"region":[128],"and":[129,138,183,216,244],"extends":[130],"co-existing":[133,208],"regions":[134,206,236],"are":[136],"similar":[137],"adjacent":[139],"given":[142],"region.":[144],"We":[145],"then":[146],"implement":[147],"different":[153],"feature":[154],"scales":[155],"progressively":[157],"discover":[158],"full":[160],"various":[163],"receptive":[164],"fields.":[165],"In":[166],"process,":[169],"learns":[172],"ability":[175],"on":[176,212],"stage":[179,189],"it":[185],"continuous":[191],"learning,":[193],"can":[195,224],"quickly":[201],"adapt":[202],"extending":[204],"regions.":[209],"Extensive":[210],"experiments":[211],"PASCAL":[214],"VOC":[215],"COCO":[217],"datasets":[218],"show":[219],"our":[221],"ECEA":[222],"detector":[228],"predict":[231],"despite":[234],"some":[235],"failing":[237],"appear":[239],"achieve":[245],"new":[247],"state-of-the-art":[248],"compared":[249],"methods.":[253],"Code":[254],"is":[255],"released":[256],"at":[257],"https://github.com/zhimengXin/ECEA.":[258]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}