{"id":"https://openalex.org/W4388520273","doi":"https://doi.org/10.1109/jstars.2023.3331444","title":"MDBES-Net: Building Extraction From Remote Sensing Images Based on Multiscale Decoupled Body and Edge Supervision Network","display_name":"MDBES-Net: Building Extraction From Remote Sensing Images Based on Multiscale Decoupled Body and Edge Supervision Network","publication_year":2023,"publication_date":"2023-11-09","ids":{"openalex":"https://openalex.org/W4388520273","doi":"https://doi.org/10.1109/jstars.2023.3331444"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2023.3331444","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2023.3331444","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/jstars.2023.3331444","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041286121","display_name":"Shengjun Xu","orcid":"https://orcid.org/0000-0003-2338-453X"},"institutions":[{"id":"https://openalex.org/I148099405","display_name":"Xi'an University of Architecture and Technology","ror":"https://ror.org/04v2j2k71","country_code":"CN","type":"education","lineage":["https://openalex.org/I148099405"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shengjun Xu","raw_affiliation_strings":["School of Information and Control Engineering, Xi'an University of Architecture and Technology, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Control Engineering, Xi'an University of Architecture and Technology, Xi'an, China","institution_ids":["https://openalex.org/I148099405"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048852318","display_name":"Miao Du","orcid":"https://orcid.org/0009-0007-4503-0130"},"institutions":[{"id":"https://openalex.org/I148099405","display_name":"Xi'an University of Architecture and Technology","ror":"https://ror.org/04v2j2k71","country_code":"CN","type":"education","lineage":["https://openalex.org/I148099405"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Miao Du","raw_affiliation_strings":["School of Information and Control Engineering, Xi'an University of Architecture and Technology, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Control Engineering, Xi'an University of Architecture and Technology, Xi'an, China","institution_ids":["https://openalex.org/I148099405"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076935084","display_name":"Yuebo Meng","orcid":"https://orcid.org/0000-0002-5231-3071"},"institutions":[{"id":"https://openalex.org/I148099405","display_name":"Xi'an University of Architecture and Technology","ror":"https://ror.org/04v2j2k71","country_code":"CN","type":"education","lineage":["https://openalex.org/I148099405"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuebo Meng","raw_affiliation_strings":["School of Information and Control Engineering, Xi'an University of Architecture and Technology, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Control Engineering, Xi'an University of Architecture and Technology, Xi'an, China","institution_ids":["https://openalex.org/I148099405"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106823083","display_name":"Guanghui Liu","orcid":"https://orcid.org/0000-0003-2105-9012"},"institutions":[{"id":"https://openalex.org/I148099405","display_name":"Xi'an University of Architecture and Technology","ror":"https://ror.org/04v2j2k71","country_code":"CN","type":"education","lineage":["https://openalex.org/I148099405"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanghui Liu","raw_affiliation_strings":["School of Information and Control Engineering, Xi'an University of Architecture and Technology, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Control Engineering, Xi'an University of Architecture and Technology, Xi'an, China","institution_ids":["https://openalex.org/I148099405"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101571055","display_name":"Jiuqiang Han","orcid":"https://orcid.org/0000-0002-5642-5935"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiuqiang Han","raw_affiliation_strings":["School of Electronic Science and Engineering, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Science and Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101537213","display_name":"Bohan Zhan","orcid":"https://orcid.org/0009-0005-6135-6419"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bohan Zhan","raw_affiliation_strings":["School of Electronic Science and Engineering, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic Science and Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5041286121"],"corresponding_institution_ids":["https://openalex.org/I148099405"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":1.5825,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.82162598,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"17","issue":null,"first_page":"519","last_page":"534"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13282","display_name":"Automated Road and Building Extraction","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T13282","display_name":"Automated Road and Building Extraction","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental 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":0.9987000226974487,"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/computer-science","display_name":"Computer science","score":0.7486612796783447},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6233179569244385},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.6179303526878357},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5905824899673462},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.4759863615036011},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.45569294691085815},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.44749826192855835},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43142464756965637},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.37558770179748535},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.14480116963386536},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.12215793132781982},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0811508297920227},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.07560393214225769}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7486612796783447},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6233179569244385},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.6179303526878357},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5905824899673462},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.4759863615036011},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.45569294691085815},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.44749826192855835},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43142464756965637},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37558770179748535},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.14480116963386536},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.12215793132781982},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0811508297920227},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.07560393214225769}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2023.3331444","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2023.3331444","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:1397bf990cdf4b9a877cbdc668919f67","is_oa":true,"landing_page_url":"https://doaj.org/article/1397bf990cdf4b9a877cbdc668919f67","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":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 17, Pp 519-534 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2023.3331444","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2023.3331444","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.8100000023841858}],"awards":[{"id":"https://openalex.org/G3137692494","display_name":null,"funder_award_id":"52278125","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6825587989","display_name":null,"funder_award_id":"2021 SF-429","funder_id":"https://openalex.org/F4320336350","funder_display_name":"Key Research and Development Projects of Shaanxi Province"},{"id":"https://openalex.org/G7865083415","display_name":null,"funder_award_id":"2023-JC-YB-532","funder_id":"https://openalex.org/F4320324173","funder_display_name":"Natural Science Foundation of Shaanxi Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324173","display_name":"Natural Science Foundation of Shaanxi Province","ror":null},{"id":"https://openalex.org/F4320336350","display_name":"Key Research and Development Projects of Shaanxi Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W1745334888","https://openalex.org/W1901129140","https://openalex.org/W1975520234","https://openalex.org/W2012664213","https://openalex.org/W2027302630","https://openalex.org/W2039349803","https://openalex.org/W2104201749","https://openalex.org/W2133665775","https://openalex.org/W2145023731","https://openalex.org/W2160754664","https://openalex.org/W2284448692","https://openalex.org/W2308318555","https://openalex.org/W2546910646","https://openalex.org/W2560023338","https://openalex.org/W2623331213","https://openalex.org/W2752782242","https://openalex.org/W2787091153","https://openalex.org/W2789717942","https://openalex.org/W2908320224","https://openalex.org/W2922509574","https://openalex.org/W2936941614","https://openalex.org/W2940726923","https://openalex.org/W2982206001","https://openalex.org/W2995766874","https://openalex.org/W3003696569","https://openalex.org/W3005033902","https://openalex.org/W3034552520","https://openalex.org/W3043257208","https://openalex.org/W3088431851","https://openalex.org/W3104035745","https://openalex.org/W3107113572","https://openalex.org/W3111683216","https://openalex.org/W3122259118","https://openalex.org/W3132842068","https://openalex.org/W3166225737","https://openalex.org/W3171450708","https://openalex.org/W3198533054","https://openalex.org/W4205713275","https://openalex.org/W4206007731","https://openalex.org/W4210862552","https://openalex.org/W4213172700","https://openalex.org/W4214666412","https://openalex.org/W4214914649","https://openalex.org/W4226289601","https://openalex.org/W4229441694","https://openalex.org/W4285046997","https://openalex.org/W4308703111","https://openalex.org/W4312453268","https://openalex.org/W4312984783","https://openalex.org/W4316040963","https://openalex.org/W4361195764","https://openalex.org/W4385228479","https://openalex.org/W4385400149","https://openalex.org/W6618372016","https://openalex.org/W6751420435"],"related_works":["https://openalex.org/W2389214306","https://openalex.org/W4235240664","https://openalex.org/W2965083567","https://openalex.org/W1838576100","https://openalex.org/W2095886385","https://openalex.org/W2889616422","https://openalex.org/W2144839145","https://openalex.org/W1510768092","https://openalex.org/W2611003898","https://openalex.org/W2230808081"],"abstract_inverted_index":{"The":[0],"extraction":[1],"of":[2,28,35,42,61,93,171],"buildings":[3,19,43,202],"in":[4,48,134,203],"aerial":[5],"remote":[6],"sensing":[7],"applications":[8],"is":[9,85,121],"an":[10],"important":[11],"and":[12,59,71,82,104,109,125,160,213],"challenging":[13],"task.":[14],"Most":[15],"existing":[16],"methods":[17],"extract":[18,201],"based":[20],"on":[21,185],"local":[22],"area":[23],"attention,":[24],"ignoring":[25],"the":[26,32,36,57,94,102,110,131,135,141,165,172,186,196],"loss":[27],"accuracy":[29],"due":[30],"to":[31,53,64,87,128,154,178],"global":[33,39],"structure":[34],"building.":[37],"However,":[38],"structural":[40],"features":[41,146],"with":[44,210],"strong":[45],"coupling":[46],"relationships":[47],"complex":[49,204],"scenes":[50],"are":[51,147],"difficult":[52],"extract,":[54],"such":[55],"as":[56],"edges":[58,161],"bodies":[60],"buildings,":[62],"leading":[63],"discontinuous":[65],"results.":[66],"Therefore,":[67],"Multiscale":[68],"Decoupled":[69,112],"Body":[70,103],"Edge":[72,105],"Supervision":[73],"Network":[74],"(MDBES-Net),":[75],"which":[76],"can":[77,199],"consider":[78],"both":[79],"edge":[80,126],"optimization":[81],"inner":[83],"consistency,":[84],"proposed":[86,197],"solve":[88],"these":[89],"problems.":[90],"MDBES-Net":[91,198],"consists":[92],"Body-Mask-Edge":[95,117],"Consistency":[96],"Constraint":[97],"base":[98,137],"network":[99],"(BMECC),":[100],"Decoupling":[101],"Aware":[106],"module":[107,114,167],"(DBEA),":[108],"Channel":[111],"Attention":[113],"(CDA).":[115],"First,":[116],"consistency":[118],"constraint":[119],"supervision":[120],"established":[122],"by":[123,149],"body":[124,156],"labels":[127],"jointly":[129],"improve":[130],"segmentation":[132,209],"effect":[133],"BMECC":[136],"network.":[138],"Second,":[139],"In":[140],"muti-scale":[142],"DBEA":[143],"module,":[144],"building":[145,208],"warped":[148],"a":[150],"learnable":[151],"flow":[152],"field":[153],"make":[155],"parts":[157],"more":[158,162],"consistent":[159],"detailed.":[163],"Finally,":[164],"CDA":[166],"performs":[168],"adaptive":[169],"calibration":[170],"re-coupled":[173],"feature":[174],"map":[175],"channel":[176],"response":[177],"minimize":[179],"external":[180],"background":[181],"noise":[182],"interference.":[183],"Experiments":[184],"open":[187],"Massachusetts":[188],"Building":[189,192],"Dataset,":[190],"WHU":[191],"Dataset":[193],"show":[194],"that":[195],"accurately":[200],"scenarios,":[205],"enabling":[206],"complete":[207],"refined":[211],"boundaries":[212],"improved":[214],"internal":[215],"consistency.":[216]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}