{"id":"https://openalex.org/W4391936166","doi":"https://doi.org/10.1109/lgrs.2024.3367548","title":"MIAYOLO: Multiexpert and Intraclass Aggregation-Assisted Suburban Building Detection in Unmanned Aerial Vehicle Imagery","display_name":"MIAYOLO: Multiexpert and Intraclass Aggregation-Assisted Suburban Building Detection in Unmanned Aerial Vehicle Imagery","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4391936166","doi":"https://doi.org/10.1109/lgrs.2024.3367548"},"language":"en","primary_location":{"id":"doi:10.1109/lgrs.2024.3367548","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2024.3367548","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"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 Geoscience and Remote Sensing Letters","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/A5084699418","display_name":"Dong Ren","orcid":"https://orcid.org/0000-0002-0422-1017"},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Dong Ren","raw_affiliation_strings":["Hubei Key Laboratory of Intelligent Vision Based Monitoring for Hydroelectric Engineering, China Three Gorges University, Yichang, China"],"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Intelligent Vision Based Monitoring for Hydroelectric Engineering, China Three Gorges University, Yichang, China","institution_ids":["https://openalex.org/I161350542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100527219","display_name":"Gan Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gan Zhao","raw_affiliation_strings":["College of Electrical Engineering and New Energy, China Three Gorges University, Yichang, China"],"affiliations":[{"raw_affiliation_string":"College of Electrical Engineering and New Energy, China Three Gorges University, Yichang, China","institution_ids":["https://openalex.org/I161350542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004093770","display_name":"Hang Sun","orcid":"https://orcid.org/0000-0002-3460-9354"},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hang Sun","raw_affiliation_strings":["Hubei Key Laboratory of Intelligent Vision Based Monitoring for Hydroelectric Engineering, China Three Gorges University, Yichang, China"],"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Intelligent Vision Based Monitoring for Hydroelectric Engineering, China Three Gorges University, Yichang, China","institution_ids":["https://openalex.org/I161350542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103225674","display_name":"Ren Shun","orcid":"https://orcid.org/0009-0005-1967-0527"},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shun Ren","raw_affiliation_strings":["Hubei Key Laboratory of Intelligent Vision Based Monitoring for Hydroelectric Engineering, China Three Gorges University, Yichang, China"],"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Intelligent Vision Based Monitoring for Hydroelectric Engineering, China Three Gorges University, Yichang, China","institution_ids":["https://openalex.org/I161350542"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100434331","display_name":"Li Liu","orcid":"https://orcid.org/0000-0001-8946-0828"},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Liu","raw_affiliation_strings":["Hubei Key Laboratory of Intelligent Vision Based Monitoring for Hydroelectric Engineering, China Three Gorges University, Yichang, China"],"affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Intelligent Vision Based Monitoring for Hydroelectric Engineering, China Three Gorges University, Yichang, China","institution_ids":["https://openalex.org/I161350542"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5084699418"],"corresponding_institution_ids":["https://openalex.org/I161350542"],"apc_list":null,"apc_paid":null,"fwci":1.0148,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.77491303,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"21","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9984999895095825,"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":0.9984999895095825,"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":0.9983999729156494,"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/T13282","display_name":"Automated Road and Building Extraction","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"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":0.7953221797943115},{"id":"https://openalex.org/keywords/subnetwork","display_name":"Subnetwork","score":0.6783281564712524},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6015021204948425},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.6003599762916565},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5839903950691223},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.49392038583755493},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4649452269077301},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43316665291786194},{"id":"https://openalex.org/keywords/aerial-imagery","display_name":"Aerial imagery","score":0.41144293546676636},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3230111002922058},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.2476082742214203},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.12800785899162292}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7953221797943115},{"id":"https://openalex.org/C2780186347","wikidata":"https://www.wikidata.org/wiki/Q11414","display_name":"Subnetwork","level":2,"score":0.6783281564712524},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6015021204948425},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.6003599762916565},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5839903950691223},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.49392038583755493},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4649452269077301},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43316665291786194},{"id":"https://openalex.org/C2987819851","wikidata":"https://www.wikidata.org/wiki/Q191839","display_name":"Aerial imagery","level":2,"score":0.41144293546676636},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3230111002922058},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2476082742214203},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.12800785899162292},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/lgrs.2024.3367548","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2024.3367548","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"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 Geoscience and Remote Sensing Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.5699999928474426,"id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G313450149","display_name":null,"funder_award_id":"2021CFB004","funder_id":"https://openalex.org/F4320322186","funder_display_name":"Natural Science Foundation of Hubei Province"}],"funders":[{"id":"https://openalex.org/F4320322186","display_name":"Natural Science Foundation of Hubei Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W2520774990","https://openalex.org/W2884561390","https://openalex.org/W2941769495","https://openalex.org/W2963037989","https://openalex.org/W2982770724","https://openalex.org/W3016085330","https://openalex.org/W3096609285","https://openalex.org/W3171427178","https://openalex.org/W3205865791","https://openalex.org/W4225630686","https://openalex.org/W4312356452","https://openalex.org/W4312438554","https://openalex.org/W4312479775","https://openalex.org/W4312611965","https://openalex.org/W4327702802","https://openalex.org/W4381415891","https://openalex.org/W4386076325","https://openalex.org/W6784094891","https://openalex.org/W6809665764"],"related_works":["https://openalex.org/W2060724872","https://openalex.org/W2082094785","https://openalex.org/W2202198356","https://openalex.org/W3087203342","https://openalex.org/W2377184161","https://openalex.org/W2342958307","https://openalex.org/W2911469306","https://openalex.org/W4396860960","https://openalex.org/W4283327355","https://openalex.org/W4390482660"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"the":[3,22,41,47,53,108,119,123,136,143,147,158],"utilization":[4],"of":[5,30,49,110,179,183],"unmanned":[6],"aerial":[7],"vehicle":[8],"(UAV)":[9],"for":[10,67,94,114],"building":[11,95],"detection":[12,70,92,96,173],"has":[13],"become":[14],"increasingly":[15],"important":[16],"in":[17,72,82,97,157],"monitoring":[18],"illegal":[19],"construction.":[20],"However,":[21],"UAV":[23,98],"imagery":[24],"contains":[25],"a":[26,44,65,101,176],"significantly":[27],"larger":[28],"number":[29],"completed":[31,50,62],"buildings":[32,51,59],"compared":[33],"to":[34,40,106,132,152],"under":[35,57],"construction":[36,58],"buildings,":[37,63],"which":[38,117],"leads":[39],"model":[42,120],"exhibiting":[43],"bias":[45,121],"toward":[46,122],"recognition":[48],"during":[52],"training.":[54],"Moreover,":[55],"numerous":[56],"visually":[60],"resemble":[61],"posing":[64],"challenge":[66],"existing":[68],"object":[69,172],"models":[71],"distinguishing":[73],"between":[74],"these":[75,80],"two":[76],"categories.":[77],"To":[78],"address":[79],"issues,":[81],"this":[83],"study,":[84],"we":[85],"propose":[86],"multi-expert":[87,102,148],"and":[88,187],"intra-class":[89,128],"aggregation":[90],"assisted":[91],"(MIAYOLO)":[93],"images.":[99],"Specifically,":[100],"subnetwork":[103,149],"is":[104,130,150],"proposed":[105,165],"improve":[107],"learning":[109],"distinct":[111],"feature":[112],"representations":[113],"each":[115],"category,":[116],"mitigates":[118],"dominant":[124],"category.":[125],"Furthermore,":[126],"an":[127],"loss":[129],"introduced":[131],"aggregate":[133],"features":[134],"from":[135,142],"same":[137],"category":[138],"while":[139],"separating":[140],"instances":[141],"decision":[144],"boundary.":[145],"Additionally,":[146],"discarded":[151],"avoid":[153],"introducing":[154],"additional":[155],"computation":[156],"inference":[159],"stage.":[160],"Experimental":[161],"results":[162],"on":[163],"our":[164],"dataset":[166,188],"demonstrate":[167],"that":[168],"MIAYOLO":[169],"outperforms":[170],"state-of-the-art":[171],"methods,":[174],"achieving":[175],"significant":[177],"improvement":[178],"+4.7":[180],"(in":[181],"terms":[182],"mAP50).":[184],"The":[185],"code":[186],"can":[189],"available":[190],"at":[191],"https://github.com/Game-zhao/MIAYOLO.":[192]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}