{"id":"https://openalex.org/W4393171315","doi":"https://doi.org/10.1109/tgrs.2024.3381751","title":"SEDANet: A New Siamese Ensemble Difference Attention Network for Building Change Detection in Remotely Sensed Images","display_name":"SEDANet: A New Siamese Ensemble Difference Attention Network for Building Change Detection in Remotely Sensed Images","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4393171315","doi":"https://doi.org/10.1109/tgrs.2024.3381751"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2024.3381751","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3381751","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/A5101713203","display_name":"Yue Yang","orcid":"https://orcid.org/0000-0002-2322-0570"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yue Yang","raw_affiliation_strings":["School of Geophysics and Geomatics, China University of Geosciences, Wuhan, China","School of Geophysics and Geomatics, China University of Geosciences, Wuhan, Hubei, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Geophysics and Geomatics, China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]},{"raw_affiliation_string":"School of Geophysics and Geomatics, China University of Geosciences, Wuhan, Hubei, P.R. China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063406632","display_name":"Tao Chen","orcid":"https://orcid.org/0000-0001-6965-1256"},"institutions":[{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Chen","raw_affiliation_strings":["School of Geophysics and Geomatics, China University of Geosciences, Wuhan, China","School of Geophysics and Geomatics, China University of Geosciences, Wuhan, Hubei, P.R. China"],"raw_orcid":"https://orcid.org/0000-0001-6965-1256","affiliations":[{"raw_affiliation_string":"School of Geophysics and Geomatics, China University of Geosciences, Wuhan, China","institution_ids":["https://openalex.org/I3124059619"]},{"raw_affiliation_string":"School of Geophysics and Geomatics, China University of Geosciences, Wuhan, Hubei, P.R. China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036558091","display_name":"Tao Lei","orcid":"https://orcid.org/0000-0002-2104-9298"},"institutions":[{"id":"https://openalex.org/I51622183","display_name":"Shaanxi University of Science and Technology","ror":"https://ror.org/034t3zs45","country_code":"CN","type":"education","lineage":["https://openalex.org/I51622183"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Lei","raw_affiliation_strings":["School of Electronical and Information Engineering, Shaanxi University of Science and Technology, Xi&#x2019;an, China","School of Electronical and Information Engineering, Shaanxi University of Science and Technology, Xi'an, Shaanxi, P.R. China"],"raw_orcid":"https://orcid.org/0000-0002-2104-9298","affiliations":[{"raw_affiliation_string":"School of Electronical and Information Engineering, Shaanxi University of Science and Technology, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I51622183"]},{"raw_affiliation_string":"School of Electronical and Information Engineering, Shaanxi University of Science and Technology, Xi'an, Shaanxi, P.R. China","institution_ids":["https://openalex.org/I51622183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060042752","display_name":"Bo Du","orcid":"https://orcid.org/0000-0002-0059-8458"},"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":"Bo Du","raw_affiliation_strings":["School of Computer Science, Wuhan University, Wuhan, China","School of Computer Science, Wuhan University, Wuhan, Hubei, P.R. China"],"raw_orcid":"https://orcid.org/0000-0002-0059-8458","affiliations":[{"raw_affiliation_string":"School of Computer Science, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"School of Computer Science, Wuhan University, Wuhan, Hubei, P.R. China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010643037","display_name":"Asoke K. Nandi","orcid":"https://orcid.org/0000-0001-6248-2875"},"institutions":[{"id":"https://openalex.org/I59433898","display_name":"Brunel University of London","ror":"https://ror.org/00dn4t376","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I59433898"]},{"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","GB"],"is_corresponding":false,"raw_author_name":"Asoke K. Nandi","raw_affiliation_strings":["School of Mechanical Engineering, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi, P.R. China","Department of Electronic and Electrical Engineering, Brunel University London, London, Uxbridge, U.K"],"raw_orcid":"https://orcid.org/0000-0001-6248-2875","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Xi&#x2019;an Jiaotong University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi, P.R. China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"Department of Electronic and Electrical Engineering, Brunel University London, London, Uxbridge, U.K","institution_ids":["https://openalex.org/I59433898"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054292278","display_name":"Antonio Plaza","orcid":"https://orcid.org/0000-0002-9613-1659"},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Antonio Plaza","raw_affiliation_strings":["Department of Technology of Computers and Communications, Hyperspectral Computing Laboratory, Escuela Polit&#x00E9;cnica, University of Extremadura, C&#x00E1;ceres, Spain"],"raw_orcid":"https://orcid.org/0000-0002-9613-1659","affiliations":[{"raw_affiliation_string":"Department of Technology of Computers and Communications, Hyperspectral Computing Laboratory, Escuela Polit&#x00E9;cnica, University of Extremadura, C&#x00E1;ceres, Spain","institution_ids":["https://openalex.org/I80606768"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101713203"],"corresponding_institution_ids":["https://openalex.org/I3124059619"],"apc_list":null,"apc_paid":null,"fwci":3.9989,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.94137164,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"62","issue":null,"first_page":"1","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9962000250816345,"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":0.9962000250816345,"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/T13890","display_name":"Remote Sensing and Land Use","score":0.9864000082015991,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13282","display_name":"Automated Road and Building Extraction","score":0.9053999781608582,"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":0.6564612984657288},{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.641227126121521},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6318350434303284},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4315353035926819},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3746809959411621},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2328777015209198}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6564612984657288},{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.641227126121521},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6318350434303284},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4315353035926819},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3746809959411621},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2328777015209198}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2024.3381751","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3381751","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/G250300280","display_name":null,"funder_award_id":"62371430","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3098205642","display_name":null,"funder_award_id":"OFSLRSS202207","funder_id":"https://openalex.org/F4320335627","funder_display_name":"State Key Laboratory on Integrated Optoelectronics"},{"id":"https://openalex.org/G3479671419","display_name":null,"funder_award_id":"62071439","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"},{"id":"https://openalex.org/F4320335627","display_name":"State Key Laboratory on Integrated Optoelectronics","ror":"https://ror.org/00g102351"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":72,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1979061792","https://openalex.org/W1981795482","https://openalex.org/W2006383776","https://openalex.org/W2073134030","https://openalex.org/W2107165817","https://openalex.org/W2111320133","https://openalex.org/W2128272608","https://openalex.org/W2141200610","https://openalex.org/W2157026765","https://openalex.org/W2161161768","https://openalex.org/W2171590421","https://openalex.org/W2194775991","https://openalex.org/W2577832105","https://openalex.org/W2751993439","https://openalex.org/W2752782242","https://openalex.org/W2763384353","https://openalex.org/W2884436604","https://openalex.org/W2891248708","https://openalex.org/W2898200895","https://openalex.org/W2902788350","https://openalex.org/W2908320224","https://openalex.org/W2951991161","https://openalex.org/W2986296344","https://openalex.org/W2990228562","https://openalex.org/W2997043451","https://openalex.org/W3004423752","https://openalex.org/W3009942016","https://openalex.org/W3015756600","https://openalex.org/W3027201985","https://openalex.org/W3027225766","https://openalex.org/W3033591797","https://openalex.org/W3034552520","https://openalex.org/W3036453075","https://openalex.org/W3048064159","https://openalex.org/W3085633332","https://openalex.org/W3100232625","https://openalex.org/W3105553032","https://openalex.org/W3130754787","https://openalex.org/W3157062364","https://openalex.org/W3157519352","https://openalex.org/W3163207600","https://openalex.org/W3177052299","https://openalex.org/W3202757651","https://openalex.org/W3209695792","https://openalex.org/W4200000656","https://openalex.org/W4211011291","https://openalex.org/W4213124617","https://openalex.org/W4214666412","https://openalex.org/W4220756528","https://openalex.org/W4226066651","https://openalex.org/W4226280350","https://openalex.org/W4289598290","https://openalex.org/W4289752563","https://openalex.org/W4290079400","https://openalex.org/W4292258945","https://openalex.org/W4307939994","https://openalex.org/W4312549298","https://openalex.org/W4313438466","https://openalex.org/W4322747009","https://openalex.org/W4362472800","https://openalex.org/W4362575265","https://openalex.org/W4362636814","https://openalex.org/W4366150256","https://openalex.org/W4366310757","https://openalex.org/W4376481071","https://openalex.org/W4381597277","https://openalex.org/W4386299119","https://openalex.org/W4390752937","https://openalex.org/W6618372016","https://openalex.org/W6679436768","https://openalex.org/W6841432534"],"related_works":["https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2772917594","https://openalex.org/W2775347418","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Remote":[0],"sensing":[1],"building":[2,142],"change":[3,110],"detection":[4,37],"(RSBCD)":[5],"detects":[6],"changes":[7,143],"in":[8,69,150],"the":[9,52,75,91,108,136,223],"spatial":[10,128],"distribution":[11],"of":[12,16,44,103,225,234],"buildings":[13],"which":[14,134],"is":[15,83,157,203,228],"great":[17],"significance":[18],"for":[19,66,126],"urban":[20],"planning":[21],"and":[22,35,94,106,129,144,164,179,195],"construction.":[23],"Existing":[24],"deep":[25],"learning-based":[26],"RSBCD":[27,67,152],"methods":[28,218],"usually":[29],"suffer":[30],"from":[31,120],"low":[32],"object":[33],"completeness":[34],"erroneous":[36,147],"problem,":[38],"mainly":[39],"due":[40],"to":[41,85,138,159,174,205],"insufficient":[42],"utilization":[43],"difference":[45,62,79,88,101,114],"information":[46,111],"between":[47,90],"bi-temporal":[48,92,104,162],"images.":[49,73],"To":[50],"address":[51],"above":[53],"issues,":[54],"this":[55],"article":[56],"proposed":[57,201],"a":[58,124,232],"new":[59],"Siamese":[60,155],"ensemble":[61,78],"attention":[63,80,115,132,148],"network":[64,137,177],"(SEDANet)":[65],"tasks":[68],"very-high":[70],"resolution":[71],"(VHR)":[72],"Firstly,":[74],"key":[76],"module":[77,81,227],"(EDAM)":[82],"designed":[84],"effectively":[86],"extract":[87],"representation":[89],"features":[93,105],"filter":[95],"out":[96],"irrelevant":[97],"changes.":[98],"EDAM":[99,121,226],"calculates":[100],"map":[102],"transforms":[107],"extracted":[109],"into":[112],"trainable":[113],"weights.":[116],"The":[117,154],"output":[118],"weights":[119],"works":[122],"as":[123],"guidance":[125],"both":[127],"channel":[130],"visual":[131,194],"process,":[133],"enables":[135],"focus":[139],"on":[140,189,211],"foreground":[141],"further":[145],"resolve":[146],"problems":[149],"existing":[151],"methods.":[153],"structure":[156],"adopted":[158],"better":[160],"represent":[161],"features,":[163],"convolutional":[165],"blocks":[166,172],"are":[167],"replaced":[168],"with":[169],"residual":[170],"convolution":[171],"(RCBs)":[173],"speed":[175],"up":[176],"fitting":[178],"prevent":[180],"gradient":[181],"explosion":[182],"or":[183],"descent.":[184],"We":[185],"conduct":[186],"comprehensive":[187],"experiments":[188],"three":[190],"benchmark":[191],"datasets.":[192],"Both":[193],"quantitative":[196],"results":[197],"show":[198],"that":[199],"our":[200],"SEDANet":[202,214],"superior":[204],"other":[206,216],"eight":[207],"state-of-the-art":[208],"networks.":[209],"Especially":[210],"GZ-CD":[212],"dataset,":[213],"outperforms":[215],"comparison":[217],"by":[219],"3%-8%.":[220],"In":[221],"addition,":[222],"effectiveness":[224],"also":[229],"discussed":[230],"through":[231],"series":[233],"ablation":[235],"studies.":[236]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
