{"id":"https://openalex.org/W4205508137","doi":"https://doi.org/10.1007/s44196-021-00056-3","title":"GLE-Net: A Global and Local Ensemble Network for Aerial Object Detection","display_name":"GLE-Net: A Global and Local Ensemble Network for Aerial Object Detection","publication_year":2022,"publication_date":"2022-01-03","ids":{"openalex":"https://openalex.org/W4205508137","doi":"https://doi.org/10.1007/s44196-021-00056-3"},"language":"en","primary_location":{"id":"doi:10.1007/s44196-021-00056-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44196-021-00056-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44196-021-00056-3.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s44196-021-00056-3.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053066840","display_name":"Jiajia Liao","orcid":"https://orcid.org/0000-0002-8562-2743"},"institutions":[{"id":"https://openalex.org/I161346416","display_name":"Jimei University","ror":"https://ror.org/03hknyb50","country_code":"CN","type":"education","lineage":["https://openalex.org/I161346416"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiajia Liao","raw_affiliation_strings":["Computer Engineering College, Jimei University, 185 Yinjiang Rd., Jimei District, Xiamen, 361021, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering College, Jimei University, 185 Yinjiang Rd., Jimei District, Xiamen, 361021, China","institution_ids":["https://openalex.org/I161346416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017747321","display_name":"Yujun Liu","orcid":"https://orcid.org/0009-0007-0628-8630"},"institutions":[{"id":"https://openalex.org/I161346416","display_name":"Jimei University","ror":"https://ror.org/03hknyb50","country_code":"CN","type":"education","lineage":["https://openalex.org/I161346416"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yujun Liu","raw_affiliation_strings":["Computer Engineering College, Jimei University, 185 Yinjiang Rd., Jimei District, Xiamen, 361021, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering College, Jimei University, 185 Yinjiang Rd., Jimei District, Xiamen, 361021, China","institution_ids":["https://openalex.org/I161346416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102398415","display_name":"Yingchao Piao","orcid":null},"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/I4210108629","display_name":"Computer Network Information Center","ror":"https://ror.org/01s0wyf50","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210108629"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingchao Piao","raw_affiliation_strings":["Computer Network Information Center, Chinese Academy of Sciences, Building No.\u00a02, 4, Zhongguancun Nansijie, Haidian District, Beijing, 100190, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Network Information Center, Chinese Academy of Sciences, Building No.\u00a02, 4, Zhongguancun Nansijie, Haidian District, Beijing, 100190, China","institution_ids":["https://openalex.org/I4210108629","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049203004","display_name":"Jinhe Su","orcid":"https://orcid.org/0000-0003-1707-5685"},"institutions":[{"id":"https://openalex.org/I161346416","display_name":"Jimei University","ror":"https://ror.org/03hknyb50","country_code":"CN","type":"education","lineage":["https://openalex.org/I161346416"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinhe Su","raw_affiliation_strings":["Computer Engineering College, Jimei University, 185 Yinjiang Rd., Jimei District, Xiamen, 361021, China"],"raw_orcid":"https://orcid.org/0000-0003-1707-5685","affiliations":[{"raw_affiliation_string":"Computer Engineering College, Jimei University, 185 Yinjiang Rd., Jimei District, Xiamen, 361021, China","institution_ids":["https://openalex.org/I161346416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100620003","display_name":"Guorong Cai","orcid":"https://orcid.org/0000-0001-8091-271X"},"institutions":[{"id":"https://openalex.org/I161346416","display_name":"Jimei University","ror":"https://ror.org/03hknyb50","country_code":"CN","type":"education","lineage":["https://openalex.org/I161346416"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guorong Cai","raw_affiliation_strings":["Computer Engineering College, Jimei University, 185 Yinjiang Rd., Jimei District, Xiamen, 361021, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering College, Jimei University, 185 Yinjiang Rd., Jimei District, Xiamen, 361021, China","institution_ids":["https://openalex.org/I161346416"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103227887","display_name":"Yundong Wu","orcid":"https://orcid.org/0009-0009-3554-5549"},"institutions":[{"id":"https://openalex.org/I161346416","display_name":"Jimei University","ror":"https://ror.org/03hknyb50","country_code":"CN","type":"education","lineage":["https://openalex.org/I161346416"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yundong Wu","raw_affiliation_strings":["Computer Engineering College, Jimei University, 185 Yinjiang Rd., Jimei District, Xiamen, 361021, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering College, Jimei University, 185 Yinjiang Rd., Jimei District, Xiamen, 361021, China","institution_ids":["https://openalex.org/I161346416"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1390,"currency":"GBP","value_usd":1704},"apc_paid":{"value":1390,"currency":"GBP","value_usd":1704},"fwci":1.4217,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.82049273,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"15","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9994000196456909,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9980999827384949,"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/minimum-bounding-box","display_name":"Minimum bounding box","score":0.7952630519866943},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.740195631980896},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6847766041755676},{"id":"https://openalex.org/keywords/bounding-overwatch","display_name":"Bounding overwatch","score":0.6129395365715027},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5969699621200562},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.5359957814216614},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.527388334274292},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4717826545238495},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4703614413738251},{"id":"https://openalex.org/keywords/net","display_name":"Net (polyhedron)","score":0.46257737278938293},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4610750675201416},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.4426831007003784},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.43665748834609985},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.4272485375404358},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3359611928462982},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12929606437683105},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.11860749125480652}],"concepts":[{"id":"https://openalex.org/C147037132","wikidata":"https://www.wikidata.org/wiki/Q6865426","display_name":"Minimum bounding box","level":3,"score":0.7952630519866943},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.740195631980896},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6847766041755676},{"id":"https://openalex.org/C63584917","wikidata":"https://www.wikidata.org/wiki/Q333286","display_name":"Bounding overwatch","level":2,"score":0.6129395365715027},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5969699621200562},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5359957814216614},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.527388334274292},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4717826545238495},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4703614413738251},{"id":"https://openalex.org/C14166107","wikidata":"https://www.wikidata.org/wiki/Q253829","display_name":"Net (polyhedron)","level":2,"score":0.46257737278938293},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4610750675201416},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.4426831007003784},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.43665748834609985},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.4272485375404358},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3359611928462982},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12929606437683105},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.11860749125480652},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"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/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s44196-021-00056-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44196-021-00056-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44196-021-00056-3.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s44196-021-00056-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s44196-021-00056-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s44196-021-00056-3.pdf","source":{"id":"https://openalex.org/S190680769","display_name":"International Journal of Computational Intelligence Systems","issn_l":"1875-6883","issn":["1875-6883","1875-6891"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computational Intelligence Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2430849030","display_name":null,"funder_award_id":"ZP2022008","funder_id":"https://openalex.org/F4320325565","funder_display_name":"Jimei University"},{"id":"https://openalex.org/G2579985560","display_name":null,"funder_award_id":"ZP2022008","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3773510306","display_name":null,"funder_award_id":"2020J01701","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4034191884","display_name":null,"funder_award_id":"ZP2022008","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"},{"id":"https://openalex.org/G4217095199","display_name":null,"funder_award_id":"JAT190318","funder_id":"https://openalex.org/F4320323190","funder_display_name":"Fujian Provincial Department of Science and Technology"},{"id":"https://openalex.org/G4994316281","display_name":null,"funder_award_id":"2020J01701","funder_id":"https://openalex.org/F4320325565","funder_display_name":"Jimei University"},{"id":"https://openalex.org/G5343808357","display_name":null,"funder_award_id":"41971424","funder_id":"https://openalex.org/F4320325565","funder_display_name":"Jimei University"},{"id":"https://openalex.org/G539368931","display_name":null,"funder_award_id":"41971424","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6797363151","display_name":null,"funder_award_id":"2020J01701","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"},{"id":"https://openalex.org/G910407729","display_name":null,"funder_award_id":"41971424","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321878","display_name":"Natural Science Foundation of Fujian Province","ror":null},{"id":"https://openalex.org/F4320323190","display_name":"Fujian Provincial Department of Science and Technology","ror":"https://ror.org/00rgzpv08"},{"id":"https://openalex.org/F4320325565","display_name":"Jimei University","ror":"https://ror.org/03hknyb50"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4205508137.pdf","grobid_xml":"https://content.openalex.org/works/W4205508137.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W1536680647","https://openalex.org/W2102605133","https://openalex.org/W2117539524","https://openalex.org/W2194775991","https://openalex.org/W2565639579","https://openalex.org/W2570343428","https://openalex.org/W2769613401","https://openalex.org/W2903141337","https://openalex.org/W2962749812","https://openalex.org/W2963037989","https://openalex.org/W2963150697","https://openalex.org/W2963323244","https://openalex.org/W2963786238","https://openalex.org/W2964241181","https://openalex.org/W2964979676","https://openalex.org/W2989604896","https://openalex.org/W2991359031","https://openalex.org/W3012573144","https://openalex.org/W3015505697","https://openalex.org/W3089790585","https://openalex.org/W3131169764","https://openalex.org/W3138958001","https://openalex.org/W3163770228","https://openalex.org/W3179888767","https://openalex.org/W3203170932","https://openalex.org/W3210455685","https://openalex.org/W6600129504","https://openalex.org/W6600175564","https://openalex.org/W6601013545"],"related_works":["https://openalex.org/W4237171675","https://openalex.org/W3036286480","https://openalex.org/W4287027631","https://openalex.org/W3192357901","https://openalex.org/W2387360586","https://openalex.org/W2952736415","https://openalex.org/W3209723314","https://openalex.org/W3205398323","https://openalex.org/W2883297582","https://openalex.org/W4390524233"],"abstract_inverted_index":{"Abstract":[0],"Recent":[1],"advances":[2],"in":[3,25,46,142],"camera-equipped":[4],"drone":[5],"applications":[6],"increased":[7],"the":[8,40,44,47,59,83,89,97,104,113,118,124,139,143,146,149,164],"demand":[9],"for":[10,18,27,92,100],"visual":[11],"object":[12,126],"detection":[13],"algorithms":[14],"with":[15,163],"deep":[16,30],"learning":[17,31,36,49],"aerial":[19],"images.":[20],"There":[21],"are":[22],"several":[23],"limitations":[24],"accuracy":[26],"a":[28,53,72,128,133],"single":[29],"model.":[32],"Inspired":[33],"by":[34,87],"ensemble":[35,76],"can":[37],"significantly":[38],"improve":[39],"generalization":[41],"ability":[42],"of":[43,62,85,148,160],"model":[45],"machine":[48],"field,":[50],"we":[51,116],"introduce":[52],"novel":[54],"integration":[55],"strategy":[56],"to":[57,81,110,123],"combine":[58],"inference":[60],"results":[61],"two":[63],"different":[64,93,108],"methods":[65],"without":[66],"non-maximum":[67],"suppression.":[68],"In":[69,112],"this":[70],"paper,":[71],"global":[73,90,105],"and":[74,95,137],"local":[75,98,114],"network":[77],"(GLE-Net)":[78],"was":[79],"proposed":[80],"increase":[82],"quality":[84],"predictions":[86],"considering":[88],"weights":[91,99,109],"models":[94],"adjusting":[96],"bounding":[101,119],"boxes.":[102],"Specifically,":[103],"module":[106],"assigns":[107,138],"models.":[111],"module,":[115],"group":[117],"boxes":[120],"that":[121],"corresponding":[122],"same":[125],"as":[127,145],"cluster.":[129],"Each":[130],"cluster":[131,144],"generates":[132],"final":[134,150],"predict":[135,151],"box":[136],"highest":[140],"score":[141,147],"box.":[152],"Experiments":[153],"on":[154],"benchmarks":[155],"VisDrone2019":[156],"show":[157],"promising":[158],"performance":[159],"GLE-Net":[161],"compared":[162],"baseline":[165],"network.":[166]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3}],"updated_date":"2026-06-13T07:54:00.901334","created_date":"2025-10-10T00:00:00"}
