{"id":"https://openalex.org/W4406258412","doi":"https://doi.org/10.1109/tcsvt.2025.3528262","title":"Generalization-Enhanced Few-Shot Object Detection in Remote Sensing","display_name":"Generalization-Enhanced Few-Shot Object Detection in Remote Sensing","publication_year":2025,"publication_date":"2025-01-10","ids":{"openalex":"https://openalex.org/W4406258412","doi":"https://doi.org/10.1109/tcsvt.2025.3528262"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2025.3528262","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2025.3528262","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","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":null,"display_name":"Hui Lin","orcid":"https://orcid.org/0000-0003-0190-969X"},"institutions":[{"id":"https://openalex.org/I4210130112","display_name":"China Academy of Information and Communications Technology","ror":"https://ror.org/038dte259","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210130112","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Lin","raw_affiliation_strings":["China Academy of Electronics and Information Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-0190-969X","affiliations":[{"raw_affiliation_string":"China Academy of Electronics and Information Technology, Beijing, China","institution_ids":["https://openalex.org/I4210130112"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Nan Li","orcid":"https://orcid.org/0009-0003-9255-259X"},"institutions":[{"id":"https://openalex.org/I4210130112","display_name":"China Academy of Information and Communications Technology","ror":"https://ror.org/038dte259","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210130112","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nan Li","raw_affiliation_strings":["China Academy of Electronics and Information Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0003-9255-259X","affiliations":[{"raw_affiliation_string":"China Academy of Electronics and Information Technology, Beijing, China","institution_ids":["https://openalex.org/I4210130112"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045331259","display_name":"Pengjuan Yao","orcid":"https://orcid.org/0000-0003-0226-9719"},"institutions":[{"id":"https://openalex.org/I141301092","display_name":"China Meteorological Administration","ror":"https://ror.org/00bx3rb98","country_code":"CN","type":"government","lineage":["https://openalex.org/I141301092"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengjuan Yao","raw_affiliation_strings":["National Satellite Meteorological Center and the Innovation Center for FengYun Meteorological Satellite, China Meteorological Administration, Beijing, China","Innovation Center for FengYun Meteorological Satellite, National Satellite Meteorological Center, China Meteorological Administration, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-0226-9719","affiliations":[{"raw_affiliation_string":"National Satellite Meteorological Center and the Innovation Center for FengYun Meteorological Satellite, China Meteorological Administration, Beijing, China","institution_ids":["https://openalex.org/I141301092"]},{"raw_affiliation_string":"Innovation Center for FengYun Meteorological Satellite, National Satellite Meteorological Center, China Meteorological Administration, Beijing, China","institution_ids":["https://openalex.org/I141301092"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Kexin Dong","orcid":"https://orcid.org/0009-0008-2681-0227"},"institutions":[{"id":"https://openalex.org/I4210130112","display_name":"China Academy of Information and Communications Technology","ror":"https://ror.org/038dte259","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210130112","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kexin Dong","raw_affiliation_strings":["China Academy of Electronics and Information Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0008-2681-0227","affiliations":[{"raw_affiliation_string":"China Academy of Electronics and Information Technology, Beijing, China","institution_ids":["https://openalex.org/I4210130112"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036038098","display_name":"Yuhan Guo","orcid":"https://orcid.org/0000-0002-6855-0338"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhan Guo","raw_affiliation_strings":["Department of Hydraulic Engineering, State Key Laboratory of Hydroscience and Engineering, Tsinghua University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Hydraulic Engineering, State Key Laboratory of Hydroscience and Engineering, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075013625","display_name":"Danfeng Hong","orcid":"https://orcid.org/0000-0002-3212-9584"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210137199","display_name":"Aerospace Information Research Institute","ror":"https://ror.org/0419fj215","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210137199"]},{"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":"Danfeng Hong","raw_affiliation_strings":["Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-3212-9584","affiliations":[{"raw_affiliation_string":"Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210137199","https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100386075","display_name":"Ying Zhang","orcid":"https://orcid.org/0000-0002-0266-8296"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Zhang","raw_affiliation_strings":["School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-0266-8296","affiliations":[{"raw_affiliation_string":"School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062799681","display_name":"Congcong Wen","orcid":"https://orcid.org/0000-0001-6448-003X"},"institutions":[{"id":"https://openalex.org/I120250893","display_name":"New York University Abu Dhabi","ror":"https://ror.org/00e5k0821","country_code":"AE","type":"education","lineage":["https://openalex.org/I120250893","https://openalex.org/I57206974"]},{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["AE","CN"],"is_corresponding":false,"raw_author_name":"Congcong Wen","raw_affiliation_strings":["Department of Electrical and Computer Engineering, New York University Abu Dhabi, Abu Dhabi, United Arab Emirates","Department of Electrical and Computer Engineering, New York University Abu Dhabi, Abu Dhabi, UAE","University of Science and Technology of China, Anhui, China"],"raw_orcid":"https://orcid.org/0000-0001-6448-003X","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, New York University Abu Dhabi, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I120250893"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, New York University Abu Dhabi, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I120250893"]},{"raw_affiliation_string":"University of Science and Technology of China, Anhui, China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":35.2145,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.99696455,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"35","issue":"6","first_page":"5445","last_page":"5460"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9977999925613403,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9977999925613403,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9915000200271606,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9847000241279602,"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":0.8177669644355774},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.7102392315864563},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.6791527271270752},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6557658314704895},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.5315840840339661},{"id":"https://openalex.org/keywords/pyramid","display_name":"Pyramid (geometry)","score":0.5232771039009094},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4585438072681427},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4535350799560547},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.43845927715301514},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.42603611946105957},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4223964512348175},{"id":"https://openalex.org/keywords/limiting","display_name":"Limiting","score":0.4162313640117645},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33931905031204224},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33264970779418945}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8177669644355774},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.7102392315864563},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.6791527271270752},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6557658314704895},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.5315840840339661},{"id":"https://openalex.org/C142575187","wikidata":"https://www.wikidata.org/wiki/Q3358290","display_name":"Pyramid (geometry)","level":2,"score":0.5232771039009094},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4585438072681427},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4535350799560547},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.43845927715301514},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.42603611946105957},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4223964512348175},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.4162313640117645},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33931905031204224},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33264970779418945},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2025.3528262","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2025.3528262","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5277594389","display_name":null,"funder_award_id":"2024124","funder_id":"https://openalex.org/F4320334978","funder_display_name":"Beijing Nova Program"},{"id":"https://openalex.org/G7398995703","display_name":null,"funder_award_id":"U24B20177","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8217587543","display_name":null,"funder_award_id":"2021YFC3300500","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320334978","display_name":"Beijing Nova Program","ror":"https://ror.org/034k14f91"},{"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":73,"referenced_works":["https://openalex.org/W1536680647","https://openalex.org/W2005368619","https://openalex.org/W2088805832","https://openalex.org/W2102605133","https://openalex.org/W2308318555","https://openalex.org/W2512351403","https://openalex.org/W2570343428","https://openalex.org/W2577537809","https://openalex.org/W2664380602","https://openalex.org/W2888527098","https://openalex.org/W2894906112","https://openalex.org/W2949436339","https://openalex.org/W2952565170","https://openalex.org/W2963150697","https://openalex.org/W2963225012","https://openalex.org/W2983156430","https://openalex.org/W2992240579","https://openalex.org/W2996583130","https://openalex.org/W3013696364","https://openalex.org/W3018757597","https://openalex.org/W3034942609","https://openalex.org/W3034974675","https://openalex.org/W3044832322","https://openalex.org/W3132437036","https://openalex.org/W3156906843","https://openalex.org/W3163623915","https://openalex.org/W3169708801","https://openalex.org/W3202520168","https://openalex.org/W3205363943","https://openalex.org/W3213240449","https://openalex.org/W4207055281","https://openalex.org/W4211212836","https://openalex.org/W4223436296","https://openalex.org/W4282588740","https://openalex.org/W4285220476","https://openalex.org/W4311796646","https://openalex.org/W4312408921","https://openalex.org/W4313506322","https://openalex.org/W4319019115","https://openalex.org/W4323647626","https://openalex.org/W4382457177","https://openalex.org/W4382466690","https://openalex.org/W4384162044","https://openalex.org/W4387402974","https://openalex.org/W4388901570","https://openalex.org/W4390054309","https://openalex.org/W4390659411","https://openalex.org/W4391979516","https://openalex.org/W4392172936","https://openalex.org/W4392241008","https://openalex.org/W4392900447","https://openalex.org/W4393906060","https://openalex.org/W4394564155","https://openalex.org/W4394627338","https://openalex.org/W4394966885","https://openalex.org/W4396613334","https://openalex.org/W4396903426","https://openalex.org/W4399342419","https://openalex.org/W4399665752","https://openalex.org/W4400350564","https://openalex.org/W4401754517","https://openalex.org/W4401869673","https://openalex.org/W4402671867","https://openalex.org/W4402704540","https://openalex.org/W4402754181","https://openalex.org/W6629368666","https://openalex.org/W6742288159","https://openalex.org/W6750227808","https://openalex.org/W6774983715","https://openalex.org/W6786398603","https://openalex.org/W6854878091","https://openalex.org/W6874373382","https://openalex.org/W6913011054"],"related_works":["https://openalex.org/W3162204513","https://openalex.org/W2371138613","https://openalex.org/W2048963458","https://openalex.org/W4243145179","https://openalex.org/W43109613","https://openalex.org/W4249847449","https://openalex.org/W2359952343","https://openalex.org/W4206776094","https://openalex.org/W3154920669","https://openalex.org/W3121197456"],"abstract_inverted_index":{"Object":[0,184],"detection":[1,56,139,144,278],"is":[2,26,92,160,285],"a":[3,118],"fundamental":[4],"task":[5,25],"in":[6,42,57,68,97,146,157,173,193,238,247,279],"computer":[7],"vision":[8],"that":[9,265],"involves":[10],"accurately":[11],"locating":[12],"and":[13,36,44,95,166,228,245,260],"classifying":[14],"objects":[15,171],"within":[16],"images":[17],"or":[18,89],"video":[19],"frames.":[20],"In":[21,176],"remote":[22,69,98,158,194,248,280],"sensing,":[23,159],"this":[24,135,177],"particularly":[27,86,156],"challenging":[28,94],"due":[29],"to":[30,122,125,188],"the":[31,102,150,164,170,181,190,204,216,229,258,273],"high":[32],"resolution,":[33],"multi-scale":[34,213],"features,":[35],"diverse":[37,167],"ground":[38],"object":[39,55,71,138,143,277],"characteristics":[40,168],"inherent":[41],"satellite":[43],"UAV":[45],"imagery.":[46],"These":[47],"challenges":[48,145],"necessitate":[49],"more":[50,224],"advanced":[51],"approaches":[52],"for":[53,87,211,223,234],"effective":[54],"such":[58,174],"environments.":[59,175],"While":[60],"deep":[61],"learning":[62,113],"methods":[63],"have":[64],"achieved":[65],"remarkable":[66],"success":[67],"sensing":[70,99,195,249],"detection,":[72],"they":[73],"typically":[74],"rely":[75],"on":[76,134,257],"large":[77],"amounts":[78],"of":[79,105,153,169,275],"labeled":[80,84,131],"data.":[81],"Acquiring":[82],"sufficient":[83],"data,":[85],"novel":[88],"rare":[90],"objects,":[91],"both":[93],"time-consuming":[96],"scenarios,":[100],"limiting":[101],"generalization":[103,151,191],"capabilities":[104],"existing":[106],"models.":[107],"To":[108],"address":[109],"these":[110,253],"challenges,":[111],"few-shot":[112,137,239,276],"(FSL)":[114],"has":[115],"emerged":[116],"as":[117],"promising":[119],"approach,":[120],"aiming":[121],"enable":[123],"models":[124],"learn":[126],"new":[127],"classes":[128],"from":[129],"limited":[130],"examples.":[132],"Building":[133],"concept,":[136],"(FSOD)":[140],"specifically":[141],"targets":[142],"data-limited":[147],"conditions.":[148],"However,":[149],"capability":[152,192],"FSOD":[154,196,250],"models,":[155],"often":[161],"constrained":[162],"by":[163],"complex":[165],"present":[172],"paper,":[178],"we":[179],"propose":[180],"Generalization-Enhanced":[182],"Few-Shot":[183],"Detection":[185],"(GE-FSOD)":[186],"model":[187,199,267],"improve":[189],"tasks.":[197],"Our":[198],"introduces":[200],"three":[201],"key":[202],"innovations:":[203],"Cross-Level":[205],"Fusion":[206],"Pyramid":[207],"Attention":[208],"Network":[209,221],"(CFPAN)":[210],"enhanced":[212],"feature":[214],"representation,":[215],"Multi-Stage":[217],"Refinement":[218],"Region":[219],"Proposal":[220],"(MRRPN)":[222],"accurate":[225],"region":[226],"proposals,":[227],"Generalized":[230],"Classification":[231],"Loss":[232],"(GCL)":[233],"improved":[235],"classification":[236],"performance":[237],"scenarios.":[240],"GE-FSOD":[241],"demonstrates":[242],"superior":[243],"robustness":[244],"accuracy":[246],"tasks":[251],"through":[252],"enhancements.":[254],"Extensive":[255],"experiments":[256],"DIOR":[259],"NWPU":[261],"VHR-10":[262],"datasets":[263],"show":[264],"our":[266],"achieves":[268],"state-of-the-art":[269],"performance,":[270],"significantly":[271],"advancing":[272],"field":[274],"sensing.":[281],"The":[282],"source":[283],"code":[284],"available":[286],"at":[287],"(https://github.com/leenamx/GE-FSOD).":[288]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":17}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}