{"id":"https://openalex.org/W4403181894","doi":"https://doi.org/10.1109/tgrs.2024.3475482","title":"InfRS: Incremental Few-Shot Object Detection in Remote Sensing Images","display_name":"InfRS: Incremental Few-Shot Object Detection in Remote Sensing Images","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4403181894","doi":"https://doi.org/10.1109/tgrs.2024.3475482"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2024.3475482","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3475482","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/A5086426593","display_name":"Wuzhou Li","orcid":"https://orcid.org/0000-0002-2569-1384"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wuzhou Li","raw_affiliation_strings":["School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jiawei Zhou","orcid":"https://orcid.org/0000-0001-6209-9585"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiawei Zhou","raw_affiliation_strings":["Electronic Information School, Wuhan University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Electronic Information School, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109374705","display_name":"Li Xiang","orcid":"https://orcid.org/0000-0002-9946-7000"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Xiang Li","raw_affiliation_strings":["Electrical and Computer Engineering, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069133802","display_name":"Yi Cao","orcid":"https://orcid.org/0000-0002-4222-8439"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Cao","raw_affiliation_strings":["Electronic Information School, Wuhan University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Electronic Information School, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101954368","display_name":"Guang Jin","orcid":"https://orcid.org/0009-0008-5519-3424"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guang Jin","raw_affiliation_strings":["School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084518871","display_name":"Xuemin Zhang","orcid":"https://orcid.org/0009-0000-5583-0982"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuemin Zhang","raw_affiliation_strings":["School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5086426593"],"corresponding_institution_ids":["https://openalex.org/I37461747"],"apc_list":null,"apc_paid":null,"fwci":2.6696,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.91499048,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9842000007629395,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9842000007629395,"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/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9775999784469604,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9632999897003174,"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/object-detection","display_name":"Object detection","score":0.6701159477233887},{"id":"https://openalex.org/keywords/shot","display_name":"Shot (pellet)","score":0.6386415958404541},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6159871816635132},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5762802362442017},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5760540962219238},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5412425994873047},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.45592430233955383},{"id":"https://openalex.org/keywords/single-shot","display_name":"Single shot","score":0.4435006380081177},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.27905941009521484},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.24256116151809692},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09474429488182068},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.09032392501831055}],"concepts":[{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.6701159477233887},{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.6386415958404541},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6159871816635132},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5762802362442017},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5760540962219238},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5412425994873047},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.45592430233955383},{"id":"https://openalex.org/C3019835501","wikidata":"https://www.wikidata.org/wiki/Q1310130","display_name":"Single shot","level":2,"score":0.4435006380081177},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.27905941009521484},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.24256116151809692},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09474429488182068},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.09032392501831055},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2024.3475482","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3475482","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/G5485210116","display_name":null,"funder_award_id":"Grant NO.2042022DX0001","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":73,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1536680647","https://openalex.org/W1821462560","https://openalex.org/W2102605133","https://openalex.org/W2109255472","https://openalex.org/W2143668817","https://openalex.org/W2193145675","https://openalex.org/W2308318555","https://openalex.org/W2512351403","https://openalex.org/W2565639579","https://openalex.org/W2625829240","https://openalex.org/W2779335303","https://openalex.org/W2789609993","https://openalex.org/W2943515156","https://openalex.org/W2950516690","https://openalex.org/W2962688977","https://openalex.org/W2963037989","https://openalex.org/W2963351448","https://openalex.org/W2983156430","https://openalex.org/W2989604896","https://openalex.org/W2991359031","https://openalex.org/W2992240579","https://openalex.org/W2996583130","https://openalex.org/W3004492228","https://openalex.org/W3009213340","https://openalex.org/W3012573144","https://openalex.org/W3034942609","https://openalex.org/W3035513921","https://openalex.org/W3044832322","https://openalex.org/W3093319256","https://openalex.org/W3096609285","https://openalex.org/W3096675569","https://openalex.org/W3097651496","https://openalex.org/W3132437036","https://openalex.org/W3136761610","https://openalex.org/W3163623915","https://openalex.org/W3169422999","https://openalex.org/W3169708801","https://openalex.org/W3174017448","https://openalex.org/W3188824417","https://openalex.org/W3193501245","https://openalex.org/W3201797941","https://openalex.org/W3205363943","https://openalex.org/W3208208538","https://openalex.org/W4210734879","https://openalex.org/W4213450898","https://openalex.org/W4214481550","https://openalex.org/W4214724741","https://openalex.org/W4280563474","https://openalex.org/W4285992154","https://openalex.org/W4311796646","https://openalex.org/W4312530527","https://openalex.org/W4312943995","https://openalex.org/W4313180003","https://openalex.org/W4366083832","https://openalex.org/W4382203374","https://openalex.org/W4383032603","https://openalex.org/W4384008921","https://openalex.org/W4389666585","https://openalex.org/W4390659411","https://openalex.org/W4391467957","https://openalex.org/W4399416251","https://openalex.org/W6615672858","https://openalex.org/W6682962330","https://openalex.org/W6732696085","https://openalex.org/W6738958611","https://openalex.org/W6774983715","https://openalex.org/W6776700526","https://openalex.org/W6777265123","https://openalex.org/W6784094891","https://openalex.org/W6801484901","https://openalex.org/W6802878479","https://openalex.org/W6803928784"],"related_works":["https://openalex.org/W3142396426","https://openalex.org/W2471333042","https://openalex.org/W4396643691","https://openalex.org/W4402383816","https://openalex.org/W2955491601","https://openalex.org/W146529714","https://openalex.org/W4402559869","https://openalex.org/W2316500695","https://openalex.org/W2017914143","https://openalex.org/W146242624"],"abstract_inverted_index":{"Few-shot":[0],"detection":[1,40],"in":[2,42,166],"remote":[3,43,167],"sensing":[4,44,168],"images":[5],"has":[6],"witnessed":[7],"significant":[8,23],"advancements":[9],"recently.":[10],"Despite":[11],"these":[12],"progresses,":[13],"the":[14,33,57,72,80,89,107,111,114,140,145,163],"capacity":[15],"for":[16,127],"continuous":[17],"conceptual":[18],"learning":[19,59,116,128],"still":[20],"poses":[21],"a":[22,48,64,100,120,134],"challenge":[24],"to":[25,55,82,143],"existing":[26],"methodologies.":[27],"In":[28,113],"this":[29],"article,":[30],"we":[31,87,118,132],"explore":[32],"intricate":[34],"task":[35],"of":[36,60,67,102,110],"incremental":[37,58,115],"few-shot":[38],"object":[39],"(iFSOD)":[41],"images.":[45],"We":[46],"present":[47],"pioneering":[49],"transfer-learning-based":[50],"technique,":[51],"termed":[52],"InfRS,":[53],"designed":[54],"enable":[56],"novel":[61],"classes":[62,78],"using":[63,91],"restricted":[65],"set":[66,101],"examples,":[68],"while":[69],"simultaneously":[70],"preserving":[71],"knowledge":[73],"learned":[74],"from":[75,94],"previously":[76],"seen":[77],"without":[79],"need":[81],"revisit":[83],"old":[84],"data.":[85,112],"Specifically,":[86],"pretrain":[88],"detector":[90],"sufficient":[92],"data":[93],"base":[95],"datasets":[96,156],"and":[97],"then":[98],"generate":[99],"classwise":[103],"prototypes":[104],"that":[105,158],"represent":[106],"intrinsic":[108],"characteristics":[109],"session,":[117],"design":[119],"hybrid":[121],"prototypical":[122,135],"contrastive":[123],"(HPC)":[124],"encoding":[125],"module":[126],"discriminative":[129],"representations.":[130],"Furthermore,":[131],"develop":[133],"calibration":[136],"strategy":[137],"based":[138],"on":[139],"Wasserstein":[141],"distance":[142],"overcome":[144],"catastrophic":[146],"forgetting":[147],"problem.":[148],"Comprehensive":[149],"evaluations":[150],"conducted":[151],"with":[152],"two":[153],"aerial":[154],"imagery":[155],"show":[157],"our":[159],"InfRS":[160],"effectively":[161],"addresses":[162],"iFSOD":[164],"issue":[165],"imagery.":[169],"Code":[170],"is":[171],"available":[172],"at":[173],"<uri":[174],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[175],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/lyanna4869/InfRS.git</uri>.":[176]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-10-10T00:00:00"}