{"id":"https://openalex.org/W4388699219","doi":"https://doi.org/10.3390/rs15225372","title":"Scale Information Enhancement for Few-Shot Object Detection on Remote Sensing Images","display_name":"Scale Information Enhancement for Few-Shot Object Detection on Remote Sensing Images","publication_year":2023,"publication_date":"2023-11-15","ids":{"openalex":"https://openalex.org/W4388699219","doi":"https://doi.org/10.3390/rs15225372"},"language":"en","primary_location":{"id":"doi:10.3390/rs15225372","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15225372","pdf_url":"https://www.mdpi.com/2072-4292/15/22/5372/pdf?version=1700060279","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/15/22/5372/pdf?version=1700060279","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015442983","display_name":"Zhenyu Yang","orcid":"https://orcid.org/0009-0005-1112-6877"},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenyu Yang","raw_affiliation_strings":["Faculty of Information Science and Engineering, Ocean University of China, Qingdao 266100, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Science and Engineering, Ocean University of China, Qingdao 266100, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100768241","display_name":"Yongxin Zhang","orcid":"https://orcid.org/0000-0002-9243-2673"},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongxin Zhang","raw_affiliation_strings":["Faculty of Information Science and Engineering, Ocean University of China, Qingdao 266100, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Science and Engineering, Ocean University of China, Qingdao 266100, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111074908","display_name":"Jv Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jv Zheng","raw_affiliation_strings":["Faculty of Information Science and Engineering, Ocean University of China, Qingdao 266100, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Science and Engineering, Ocean University of China, Qingdao 266100, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055980512","display_name":"Zhibin Yu","orcid":"https://orcid.org/0000-0003-4372-1767"},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]},{"id":"https://openalex.org/I80432865","display_name":"Hainan Tropical Ocean University","ror":"https://ror.org/01y5fjx51","country_code":"CN","type":"education","lineage":["https://openalex.org/I80432865"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhibin Yu","raw_affiliation_strings":["Faculty of Information Science and Engineering, Ocean University of China, Qingdao 266100, China","Key Laboratory of Ocean Observation and Information of Hainan Province, Sanya Oceanographic Institution, Ocean University of China, Sanya 572024, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Science and Engineering, Ocean University of China, Qingdao 266100, China","institution_ids":["https://openalex.org/I59028903"]},{"raw_affiliation_string":"Key Laboratory of Ocean Observation and Information of Hainan Province, Sanya Oceanographic Institution, Ocean University of China, Sanya 572024, China","institution_ids":["https://openalex.org/I80432865","https://openalex.org/I59028903"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101974805","display_name":"Bing Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]},{"id":"https://openalex.org/I80432865","display_name":"Hainan Tropical Ocean University","ror":"https://ror.org/01y5fjx51","country_code":"CN","type":"education","lineage":["https://openalex.org/I80432865"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bing Zheng","raw_affiliation_strings":["Faculty of Information Science and Engineering, Ocean University of China, Qingdao 266100, China","Key Laboratory of Ocean Observation and Information of Hainan Province, Sanya Oceanographic Institution, Ocean University of China, Sanya 572024, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Science and Engineering, Ocean University of China, Qingdao 266100, China","institution_ids":["https://openalex.org/I59028903"]},{"raw_affiliation_string":"Key Laboratory of Ocean Observation and Information of Hainan Province, Sanya Oceanographic Institution, Ocean University of China, Sanya 572024, China","institution_ids":["https://openalex.org/I80432865","https://openalex.org/I59028903"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5055980512"],"corresponding_institution_ids":["https://openalex.org/I59028903","https://openalex.org/I80432865"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.4193,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.84234036,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"15","issue":"22","first_page":"5372","last_page":"5372"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9991999864578247,"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"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9988999962806702,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9986000061035156,"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":0.7784191370010376},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.6433988809585571},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.6347454190254211},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.6338596940040588},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5818380117416382},{"id":"https://openalex.org/keywords/shot","display_name":"Shot (pellet)","score":0.5803090929985046},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5258346796035767},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5042725801467896},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.45586469769477844},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.42497774958610535},{"id":"https://openalex.org/keywords/single-shot","display_name":"Single shot","score":0.41542863845825195},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.2654345631599426},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.0928073525428772},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.0760735273361206},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.05304667353630066}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7784191370010376},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.6433988809585571},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.6347454190254211},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.6338596940040588},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5818380117416382},{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.5803090929985046},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5258346796035767},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5042725801467896},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.45586469769477844},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.42497774958610535},{"id":"https://openalex.org/C3019835501","wikidata":"https://www.wikidata.org/wiki/Q1310130","display_name":"Single shot","level":2,"score":0.41542863845825195},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2654345631599426},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0928073525428772},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0760735273361206},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.05304667353630066},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs15225372","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15225372","pdf_url":"https://www.mdpi.com/2072-4292/15/22/5372/pdf?version=1700060279","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c8710c56ff224805ae86b53c17b0a7a7","is_oa":true,"landing_page_url":"https://doaj.org/article/c8710c56ff224805ae86b53c17b0a7a7","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 15, Iss 22, p 5372 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs15225372","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15225372","pdf_url":"https://www.mdpi.com/2072-4292/15/22/5372/pdf?version=1700060279","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/1","display_name":"No poverty","score":0.4300000071525574}],"awards":[{"id":"https://openalex.org/G1133683716","display_name":null,"funder_award_id":"ZR2021LZH005","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3243577216","display_name":null,"funder_award_id":"ZDYF2022SHFZ318","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5084030650","display_name":null,"funder_award_id":"62171419","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":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388699219.pdf"},"referenced_works_count":77,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1555328055","https://openalex.org/W1984792953","https://openalex.org/W2005368619","https://openalex.org/W2031489346","https://openalex.org/W2041426196","https://openalex.org/W2042243448","https://openalex.org/W2048161472","https://openalex.org/W2061413575","https://openalex.org/W2103079830","https://openalex.org/W2110471980","https://openalex.org/W2124386111","https://openalex.org/W2133155955","https://openalex.org/W2137958971","https://openalex.org/W2150280378","https://openalex.org/W2163605009","https://openalex.org/W2164815654","https://openalex.org/W2170244367","https://openalex.org/W2193145675","https://openalex.org/W2233456439","https://openalex.org/W2251608823","https://openalex.org/W2308318555","https://openalex.org/W2442495293","https://openalex.org/W2512351403","https://openalex.org/W2565639579","https://openalex.org/W2570343428","https://openalex.org/W2744690378","https://openalex.org/W2768931328","https://openalex.org/W2774989306","https://openalex.org/W2779335303","https://openalex.org/W2800388963","https://openalex.org/W2944378183","https://openalex.org/W2962749812","https://openalex.org/W2962837320","https://openalex.org/W2963037989","https://openalex.org/W2963150697","https://openalex.org/W2963351448","https://openalex.org/W2964979676","https://openalex.org/W2976670645","https://openalex.org/W2987723716","https://openalex.org/W2992240579","https://openalex.org/W2998030133","https://openalex.org/W3009818596","https://openalex.org/W3034858314","https://openalex.org/W3081684346","https://openalex.org/W3092053846","https://openalex.org/W3094502228","https://openalex.org/W3097651496","https://openalex.org/W3106250896","https://openalex.org/W3128600244","https://openalex.org/W3131937156","https://openalex.org/W3151130473","https://openalex.org/W3154934604","https://openalex.org/W3166058839","https://openalex.org/W3169708801","https://openalex.org/W3175515048","https://openalex.org/W3180725527","https://openalex.org/W3199365520","https://openalex.org/W3201797941","https://openalex.org/W3205363943","https://openalex.org/W3209989670","https://openalex.org/W4210692941","https://openalex.org/W4214724741","https://openalex.org/W4286632456","https://openalex.org/W4293811986","https://openalex.org/W4312702383","https://openalex.org/W4312977443","https://openalex.org/W4367624107","https://openalex.org/W4385245566","https://openalex.org/W6620707391","https://openalex.org/W6684191040","https://openalex.org/W6739901393","https://openalex.org/W6756851690","https://openalex.org/W6762744983","https://openalex.org/W6774983715","https://openalex.org/W6790970608","https://openalex.org/W6802495268"],"related_works":["https://openalex.org/W3142396426","https://openalex.org/W2471333042","https://openalex.org/W4396643691","https://openalex.org/W4404739899","https://openalex.org/W4402383816","https://openalex.org/W2955491601","https://openalex.org/W146529714","https://openalex.org/W4402559869","https://openalex.org/W4230158770","https://openalex.org/W2316500695"],"abstract_inverted_index":{"Recently,":[0],"deep":[1],"learning-based":[2],"object":[3,87,102,114],"detection":[4,66,88],"techniques":[5,18],"have":[6],"arisen":[7],"alongside":[8],"time-consuming":[9],"training":[10,28],"and":[11,76,103],"data":[12],"collection":[13],"challenges.":[14],"Although":[15],"few-shot":[16,86,113],"learning":[17],"can":[19,95],"boost":[20],"models":[21],"with":[22,49],"few":[23],"samples":[24,57],"to":[25,34,39,64,89,108],"lighten":[26],"the":[27,97,110],"load,":[29],"these":[30],"approaches":[31],"still":[32],"need":[33],"be":[35],"improved":[36],"when":[37],"applied":[38],"remote-sensing":[40,44],"images.":[41,119],"Objects":[42],"in":[43],"images":[45],"are":[46],"often":[47],"small":[48],"an":[50,101],"uncertain":[51],"scale.":[52],"An":[53],"insufficient":[54],"amount":[55],"of":[56,100,112],"would":[58],"further":[59],"aggravate":[60],"this":[61,91],"issue,":[62],"leading":[63],"poor":[65],"performance.":[67],"This":[68],"paper":[69],"proposes":[70],"a":[71,77],"Gaussian-scale":[72],"enhancement":[73],"(GSE)":[74],"strategy":[75],"multi-branch":[78],"patch-embedding":[79],"attention":[80],"aggregation":[81],"(MPEAA)":[82],"module":[83],"for":[84],"cross-scale":[85],"address":[90],"issue.":[92],"Our":[93],"model":[94],"enrich":[96],"scale":[98],"information":[99],"learn":[104],"better":[105],"multi-scale":[106],"features":[107],"improve":[109],"performance":[111],"detectors":[115],"on":[116],"remote":[117],"sensing":[118]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":3}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
