{"id":"https://openalex.org/W4401357371","doi":"https://doi.org/10.1109/tnse.2024.3438846","title":"UHA: An Intelligent Uncertainty Map Based Hierarchical Attention Network System for Building Segmentation","display_name":"UHA: An Intelligent Uncertainty Map Based Hierarchical Attention Network System for Building Segmentation","publication_year":2024,"publication_date":"2024-08-06","ids":{"openalex":"https://openalex.org/W4401357371","doi":"https://doi.org/10.1109/tnse.2024.3438846"},"language":"en","primary_location":{"id":"doi:10.1109/tnse.2024.3438846","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tnse.2024.3438846","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network Science and Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1109/tnse.2024.3438846","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072419946","display_name":"Liezhuo Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liezhuo Zhang","raw_affiliation_strings":["National Engineering Research Center for Big Data Technology and System, Services Computing Technology and System Laboratory, Big Data Technology and System Laboratory, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Big Data Technology and System, Services Computing Technology and System Laboratory, Big Data Technology and System Laboratory, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102875183","display_name":"Xianwei Lv","orcid":"https://orcid.org/0000-0002-4864-314X"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianwei Lv","raw_affiliation_strings":["National Engineering Research Center for Big Data Technology and System, Services Computing Technology and System Laboratory, Big Data Technology and System Laboratory, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-4864-314X","affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Big Data Technology and System, Services Computing Technology and System Laboratory, Big Data Technology and System Laboratory, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Chen Yu","orcid":"https://orcid.org/0000-0002-4173-0822"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Yu","raw_affiliation_strings":["National Engineering Research Center for Big Data Technology and System, Services Computing Technology and System Laboratory, Big Data Technology and System Laboratory, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-4173-0822","affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Big Data Technology and System, Services Computing Technology and System Laboratory, Big Data Technology and System Laboratory, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002146800","display_name":"Jiang Xiao","orcid":"https://orcid.org/0000-0002-4216-0497"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiang Xiao","raw_affiliation_strings":["National Engineering Research Center for Big Data Technology and System, Services Computing Technology and System Laboratory, Big Data Technology and System Laboratory, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-4216-0497","affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Big Data Technology and System, Services Computing Technology and System Laboratory, Big Data Technology and System Laboratory, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100399872","display_name":"Kai Liu","orcid":"https://orcid.org/0000-0002-2731-3037"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kai Liu","raw_affiliation_strings":["Farsee2 Technology Company Ltd., Wuhan, China","Farsee2 Technology Company Ltd., Wuhan, Hubei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Farsee2 Technology Company Ltd., Wuhan, China","institution_ids":[]},{"raw_affiliation_string":"Farsee2 Technology Company Ltd., Wuhan, Hubei, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022262922","display_name":"Hai Jin","orcid":"https://orcid.org/0000-0002-3934-7605"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hai Jin","raw_affiliation_strings":["National Engineering Research Center for Big Data Technology and System, Services Computing Technology and System Laboratory, Big Data Technology and System Laboratory, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-3934-7605","affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Big Data Technology and System, Services Computing Technology and System Laboratory, Big Data Technology and System Laboratory, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2112,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.5014921,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"11","issue":"6","first_page":"5695","last_page":"5706"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.7857999801635742,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.7857999801635742,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T11006","display_name":"BIM and Construction Integration","score":0.7436000108718872,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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":0.6408707499504089},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5283135771751404},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5095758438110352},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3758143186569214}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6408707499504089},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5283135771751404},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5095758438110352},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3758143186569214}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnse.2024.3438846","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tnse.2024.3438846","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network Science and Engineering","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/tnse.2024.3438846","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tnse.2024.3438846","pdf_url":null,"source":{"id":"https://openalex.org/S2484352698","display_name":"IEEE Transactions on Network Science and Engineering","issn_l":"2327-4697","issn":["2327-4697","2334-329X"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Network Science and Engineering","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8811506791","display_name":null,"funder_award_id":"62272179","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":57,"referenced_works":["https://openalex.org/W1809873675","https://openalex.org/W1817277359","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1909515874","https://openalex.org/W2105482032","https://openalex.org/W2110114082","https://openalex.org/W2123402141","https://openalex.org/W2129526018","https://openalex.org/W2194775991","https://openalex.org/W2504907417","https://openalex.org/W2551751523","https://openalex.org/W2609402060","https://openalex.org/W2618943282","https://openalex.org/W2683784395","https://openalex.org/W2735039185","https://openalex.org/W2752782242","https://openalex.org/W2755226765","https://openalex.org/W2787091153","https://openalex.org/W2790741584","https://openalex.org/W2883423620","https://openalex.org/W2916798096","https://openalex.org/W2940726923","https://openalex.org/W2955058313","https://openalex.org/W2962891704","https://openalex.org/W2962914239","https://openalex.org/W2963150697","https://openalex.org/W2963351448","https://openalex.org/W2963495494","https://openalex.org/W2963881378","https://openalex.org/W2971095420","https://openalex.org/W2998340595","https://openalex.org/W3028392891","https://openalex.org/W3036062910","https://openalex.org/W3037569421","https://openalex.org/W3053564872","https://openalex.org/W3102850314","https://openalex.org/W3105636206","https://openalex.org/W3109998321","https://openalex.org/W3132455321","https://openalex.org/W3180799764","https://openalex.org/W3183174367","https://openalex.org/W3192731655","https://openalex.org/W3197013275","https://openalex.org/W3205220056","https://openalex.org/W3211053809","https://openalex.org/W3217005392","https://openalex.org/W4214893857","https://openalex.org/W4224944713","https://openalex.org/W4288111757","https://openalex.org/W4385245566","https://openalex.org/W6638480814","https://openalex.org/W6682137061","https://openalex.org/W6739684510","https://openalex.org/W6766978945","https://openalex.org/W6767903096","https://openalex.org/W6778231270"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Satellite":[0],"images":[1,28],"are":[2],"becoming":[3],"increasingly":[4],"high":[5],"quality":[6],"with":[7,39,104],"the":[8,17,25,49,81,87,93,115,120,125,138,148,155,160,164,169,173,184,190],"advancement":[9],"of":[10,19,86,119,154,172],"high-resolution":[11,26],"remote":[12],"sensing":[13],"technology.":[14],"Benefited":[15],"from":[16,114],"development":[18],"deep":[20],"learning,":[21],"object":[22],"segmentation":[23,51,94,121],"for":[24,37,74],"satellite":[27,47],"has":[29],"achieved":[30],"significant":[31],"improvements":[32],"in":[33,46],"recent":[34],"years.":[35],"However,":[36],"buildings":[38],"multiple":[40],"scales":[41],"and":[42,91],"almost":[43],"straight":[44,89],"edges":[45,90],"images,":[48],"current":[50],"methods":[52],"usually":[53],"struggle":[54],"to":[55,79,151,158],"achieve":[56],"relatively":[57],"good":[58],"results.":[59],"In":[60],"this":[61],"paper,":[62],"we":[63,109,128,146,178],"propose":[64],"an":[65,130],"Uncertainty":[66],"map":[67],"based":[68],"Hierarchical":[69],"Attention":[70],"network":[71,103,157],"system":[72,186],"(UHA)":[73],"building":[75],"segmentation.":[76],"UHA":[77],"aims":[78],"capture":[80],"information":[82],"about":[83],"low-confidence":[84],"areas":[85],"building's":[88],"improve":[92,189],"prediction":[95,117,170],"step":[96,98],"by":[97,99,163,194],"a":[100,134,195],"hierarchical":[101,156],"structure":[102],"three":[105],"decoder":[106],"branches.":[107],"Specifically,":[108],"first":[110],"generate":[111],"uncertainty":[112,126,139],"maps":[113,118,140],"sigmoid":[116],"network.":[122],"Based":[123],"on":[124],"maps,":[127],"design":[129],"attention":[131,142,149],"module":[132,150],"where":[133],"transform":[135],"function":[136],"transforms":[137],"into":[141],"maps.":[143],"And":[144],"then,":[145],"introduce":[147],"adjacent":[152],"branches":[153],"guide":[159],"latter":[161],"branch":[162,175],"previous":[165],"branch,":[166],"which":[167],"improves":[168],"ability":[171],"following":[174],"smoothly.":[176],"Finally,":[177],"conduct":[179],"comprehensive":[180],"experiments":[181],"that":[182],"show":[183],"proposed":[185],"can":[187],"significantly":[188],"performance":[191],"upon":[192],"baselines":[193],"large":[196],"margin.":[197]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
