{"id":"https://openalex.org/W4399416251","doi":"https://doi.org/10.1109/tgrs.2024.3410308","title":"Few-Shot Object Detection With Multilevel Information Interaction for Optical Remote Sensing Images","display_name":"Few-Shot Object Detection With Multilevel Information Interaction for Optical Remote Sensing Images","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4399416251","doi":"https://doi.org/10.1109/tgrs.2024.3410308"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2024.3410308","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3410308","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Geoscience and Remote Sensing","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/A5079373096","display_name":"Lefan Wang","orcid":"https://orcid.org/0000-0002-4123-4159"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lefan Wang","raw_affiliation_strings":["School of Electronics and Information, Northwestern Polytechnical University, Xi’an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information, Northwestern Polytechnical University, Xi’an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067207818","display_name":"Shaohui Mei","orcid":"https://orcid.org/0000-0002-8018-596X"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaohui Mei","raw_affiliation_strings":["School of Electronics and Information, Northwestern Polytechnical University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0002-8018-596X","affiliations":[{"raw_affiliation_string":"School of Electronics and Information, Northwestern Polytechnical University, Xi’an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100784213","display_name":"Yi Wang","orcid":"https://orcid.org/0000-0001-8659-4724"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Yi Wang","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Hong Kong Polytechnic University, Hung Hom, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0001-8659-4724","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Hong Kong Polytechnic University, Hung Hom, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008908652","display_name":"Jiawei Lian","orcid":null},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiawei Lian","raw_affiliation_strings":["School of Electronics and Information, Northwestern Polytechnical University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0002-3899-0797","affiliations":[{"raw_affiliation_string":"School of Electronics and Information, Northwestern Polytechnical University, Xi’an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012802475","display_name":"Zonghao Han","orcid":"https://orcid.org/0009-0009-9613-6458"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zonghao Han","raw_affiliation_strings":["School of Electronics and Information, Northwestern Polytechnical University, Xi’an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information, Northwestern Polytechnical University, Xi’an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050753418","display_name":"Xiaoning Chen","orcid":"https://orcid.org/0000-0002-9335-9180"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoning Chen","raw_affiliation_strings":["School of Electronics and Information, Northwestern Polytechnical University, Xi’an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information, Northwestern Polytechnical University, Xi’an, China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5079373096"],"corresponding_institution_ids":["https://openalex.org/I17145004"],"apc_list":null,"apc_paid":null,"fwci":22.5083,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.99205058,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"62","issue":null,"first_page":"1","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14257","display_name":"Advanced Measurement and Detection Methods","score":0.9890000224113464,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9660999774932861,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/computer-science","display_name":"Computer science","score":0.7058782577514648},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6817642450332642},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.6181050539016724},{"id":"https://openalex.org/keywords/shot","display_name":"Shot (pellet)","score":0.5246608257293701},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.49404528737068176},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.47261619567871094},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4520752429962158},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.2762754261493683},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1740238070487976}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7058782577514648},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6817642450332642},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.6181050539016724},{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.5246608257293701},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.49404528737068176},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.47261619567871094},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4520752429962158},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2762754261493683},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1740238070487976},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"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:10.1109/tgrs.2024.3410308","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3410308","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Geoscience and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5521239382","display_name":null,"funder_award_id":"62171381","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1849277567","https://openalex.org/W2005368619","https://openalex.org/W2193145675","https://openalex.org/W2783165089","https://openalex.org/W2979062293","https://openalex.org/W2983156430","https://openalex.org/W2992240579","https://openalex.org/W2996033591","https://openalex.org/W2996583130","https://openalex.org/W2996590196","https://openalex.org/W2999452014","https://openalex.org/W3005568369","https://openalex.org/W3012573144","https://openalex.org/W3016584671","https://openalex.org/W3034974675","https://openalex.org/W3044832322","https://openalex.org/W3088971399","https://openalex.org/W3104355817","https://openalex.org/W3106250896","https://openalex.org/W3132437036","https://openalex.org/W3154360923","https://openalex.org/W3159276933","https://openalex.org/W3163623915","https://openalex.org/W3163832345","https://openalex.org/W3169708801","https://openalex.org/W3174396556","https://openalex.org/W3175577495","https://openalex.org/W3179565650","https://openalex.org/W3180725527","https://openalex.org/W3191799143","https://openalex.org/W3199257374","https://openalex.org/W3202403972","https://openalex.org/W3209698263","https://openalex.org/W3211980987","https://openalex.org/W3213053480","https://openalex.org/W4205659311","https://openalex.org/W4289752563","https://openalex.org/W4293584584","https://openalex.org/W4296959557","https://openalex.org/W4311796646","https://openalex.org/W4312120191","https://openalex.org/W4312359569","https://openalex.org/W4312611884","https://openalex.org/W4312702383","https://openalex.org/W4312755049","https://openalex.org/W4312905711","https://openalex.org/W4313476697","https://openalex.org/W4317438620","https://openalex.org/W4322706836","https://openalex.org/W4352977275","https://openalex.org/W4362652984","https://openalex.org/W4380607244","https://openalex.org/W4385805110","https://openalex.org/W4386076325","https://openalex.org/W4387879465","https://openalex.org/W4387986992","https://openalex.org/W4390871627","https://openalex.org/W4391406974","https://openalex.org/W4400728888","https://openalex.org/W6750227808","https://openalex.org/W6780975210","https://openalex.org/W6803928784","https://openalex.org/W6843727531","https://openalex.org/W6854290347","https://openalex.org/W6929495744"],"related_works":["https://openalex.org/W2074502265","https://openalex.org/W4214877189","https://openalex.org/W2773965352","https://openalex.org/W2381179799","https://openalex.org/W2980279061","https://openalex.org/W2334685461","https://openalex.org/W2366718574","https://openalex.org/W2359774528","https://openalex.org/W4292830139","https://openalex.org/W4319309705"],"abstract_inverted_index":{"Metalearning":[0],"has":[1],"been":[2],"widely":[3],"applied":[4],"to":[5,44,87,119,144,148],"solve":[6],"the":[7,24,28,146,162],"few-shot":[8,168],"object":[9,169],"detection":[10],"(FSOD)":[11],"problem":[12],"in":[13,51,64,122,153],"natural":[14],"scenes,":[15],"which":[16],"performs":[17],"similarity":[18],"measurement":[19],"and":[20,27,55,59,67,91,103,109,126,155,178],"information":[21,79,125],"aggregation":[22],"of":[23,101,107],"support":[25,58,110,156],"set":[26],"query":[29,60,108,154],"set.":[30],"However,":[31],"regarding":[32],"remote":[33],"sensing":[34],"images":[35],"(RSIs),":[36],"many":[37],"difficulties":[38],"caused":[39],"by":[40],"their":[41],"disparities":[42],"need":[43],"be":[45],"further":[46],"addressed,":[47],"such":[48],"as":[49],"inconsistencies":[50],"imaging":[52],"scale,":[53],"direction,":[54],"background":[56],"between":[57],"images.":[61,157],"These":[62],"result":[63],"feature":[65,89,130,134],"misalignment":[66,90],"attention":[68,92],"bias,":[69],"interfering":[70],"with":[71,138],"model":[72],"performance.":[73],"In":[74],"this":[75],"article,":[76],"a":[77,133],"multilevel":[78],"interaction":[80],"(MLII)":[81],"strategy":[82],"is":[83,117,142],"proposed":[84,118,163],"for":[85],"FSOD":[86],"alleviate":[88],"bias.":[93],"Information":[94],"interactions":[95],"are":[96],"conducted":[97],"within":[98],"multiple":[99],"scales":[100],"features":[102],"highlight":[104],"similar":[105],"regions":[106],"features.":[111],"A":[112],"semantic":[113],"enhancement":[114],"module":[115,136],"(SEM)":[116],"assist":[120],"MLII":[121],"extracting":[123],"key":[124],"achieving":[127],"more":[128],"discriminative":[129],"representation.":[131],"Moreover,":[132],"cross-aggregation":[135],"(FCM)":[137],"separate":[139],"classification":[140],"losses":[141],"designed":[143],"train":[145],"detector":[147],"identify":[149],"objects":[150],"that":[151,161],"coexist":[152],"Extensive":[158],"experiments":[159],"demonstrate":[160],"method":[164],"outperforms":[165],"several":[166],"state-of-the-art":[167],"detectors":[170],"over":[171],"commonly":[172],"used":[173],"benchmark":[174],"datasets,":[175],"i.e.,":[176],"DIOR":[177],"NWPU-10.":[179]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":2}],"updated_date":"2026-05-13T08:25:38.343686","created_date":"2025-10-10T00:00:00"}