{"id":"https://openalex.org/W4395097743","doi":"https://doi.org/10.1109/jstars.2024.3392917","title":"BD-MSA: Body Decouple VHR Remote Sensing Image Change Detection Method Guided by Multiscale Feature Information Aggregation","display_name":"BD-MSA: Body Decouple VHR Remote Sensing Image Change Detection Method Guided by Multiscale Feature Information Aggregation","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4395097743","doi":"https://doi.org/10.1109/jstars.2024.3392917"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2024.3392917","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3392917","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10508061.pdf","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://ieeexplore.ieee.org/ielx7/4609443/4609444/10508061.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024344113","display_name":"Yonghui Tan","orcid":"https://orcid.org/0009-0000-8242-3469"},"institutions":[{"id":"https://openalex.org/I211433327","display_name":"Ministry of Natural Resources","ror":"https://ror.org/02kxqx159","country_code":"CN","type":"government","lineage":["https://openalex.org/I211433327","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I4210119674","display_name":"East China University of Technology","ror":"https://ror.org/027385r44","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yonghui Tan","raw_affiliation_strings":["Key Laboratory of Mine Environmental Monitoring and Improving around Poyang Lake, Ministry of Natural Resources, East China University of Technology, Nanchang, China"],"raw_orcid":"https://orcid.org/0009-0000-8242-3469","affiliations":[{"raw_affiliation_string":"Key Laboratory of Mine Environmental Monitoring and Improving around Poyang Lake, Ministry of Natural Resources, East China University of Technology, Nanchang, China","institution_ids":["https://openalex.org/I4210119674","https://openalex.org/I211433327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101857464","display_name":"Xiaolong Li","orcid":"https://orcid.org/0000-0002-6371-9181"},"institutions":[{"id":"https://openalex.org/I211433327","display_name":"Ministry of Natural Resources","ror":"https://ror.org/02kxqx159","country_code":"CN","type":"government","lineage":["https://openalex.org/I211433327","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I4210119674","display_name":"East China University of Technology","ror":"https://ror.org/027385r44","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaolong Li","raw_affiliation_strings":["Key Laboratory of Mine Environmental Monitoring and Improving around Poyang Lake, Ministry of Natural Resources, East China University of Technology, Nanchang, China"],"raw_orcid":"https://orcid.org/0000-0002-6371-9181","affiliations":[{"raw_affiliation_string":"Key Laboratory of Mine Environmental Monitoring and Improving around Poyang Lake, Ministry of Natural Resources, East China University of Technology, Nanchang, China","institution_ids":["https://openalex.org/I4210119674","https://openalex.org/I211433327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114462006","display_name":"Yishu Chen","orcid":"https://orcid.org/0009-0004-4763-8084"},"institutions":[{"id":"https://openalex.org/I159389169","display_name":"Ningbo University of Technology","ror":"https://ror.org/037dym702","country_code":"CN","type":"education","lineage":["https://openalex.org/I159389169"]},{"id":"https://openalex.org/I4210092448","display_name":"Ningbo Science and Technology Bureau","ror":"https://ror.org/00gskyj95","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210092448","https://openalex.org/I4210112917"]},{"id":"https://openalex.org/I4210119674","display_name":"East China University of Technology","ror":"https://ror.org/027385r44","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yishu Chen","raw_affiliation_strings":["Ningbo Alatu Digital Technology Company, Ltd., Ningbo, China","CNNC Engineering Research Center of 3D Geographic Information, East China University of Technology, Nanchang, China"],"raw_orcid":"https://orcid.org/0009-0004-4763-8084","affiliations":[{"raw_affiliation_string":"Ningbo Alatu Digital Technology Company, Ltd., Ningbo, China","institution_ids":["https://openalex.org/I159389169","https://openalex.org/I4210092448"]},{"raw_affiliation_string":"CNNC Engineering Research Center of 3D Geographic Information, East China University of Technology, Nanchang, China","institution_ids":["https://openalex.org/I4210119674"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041343912","display_name":"Jinquan Ai","orcid":"https://orcid.org/0000-0003-3223-5181"},"institutions":[{"id":"https://openalex.org/I211433327","display_name":"Ministry of Natural Resources","ror":"https://ror.org/02kxqx159","country_code":"CN","type":"government","lineage":["https://openalex.org/I211433327","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I4210119674","display_name":"East China University of Technology","ror":"https://ror.org/027385r44","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210119674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinquan Ai","raw_affiliation_strings":["Key Laboratory of Mine Environmental Monitoring and Improving around Poyang Lake, Ministry of Natural Resources, East China University of Technology, Nanchang, China"],"raw_orcid":"https://orcid.org/0000-0003-3223-5181","affiliations":[{"raw_affiliation_string":"Key Laboratory of Mine Environmental Monitoring and Improving around Poyang Lake, Ministry of Natural Resources, East China University of Technology, Nanchang, China","institution_ids":["https://openalex.org/I4210119674","https://openalex.org/I211433327"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":1.0846,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.79139714,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"17","issue":null,"first_page":"8888","last_page":"8903"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9692999720573425,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9595000147819519,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.8101341128349304},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7531042098999023},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.696954071521759},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6722919940948486},{"id":"https://openalex.org/keywords/boundary","display_name":"Boundary (topology)","score":0.5987634062767029},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.49409249424934387},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47767171263694763},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.44384312629699707},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.437051385641098},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.43557488918304443},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3891180157661438},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38818466663360596},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3453969359397888},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10800394415855408},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0894450843334198},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.08323782682418823}],"concepts":[{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.8101341128349304},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7531042098999023},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.696954071521759},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6722919940948486},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.5987634062767029},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.49409249424934387},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47767171263694763},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.44384312629699707},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.437051385641098},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.43557488918304443},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3891180157661438},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38818466663360596},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3453969359397888},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10800394415855408},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0894450843334198},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.08323782682418823},{"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2024.3392917","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3392917","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10508061.pdf","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:48fa277c4d3e4636b9eee50801288d4c","is_oa":true,"landing_page_url":"https://doaj.org/article/48fa277c4d3e4636b9eee50801288d4c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","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 8888-8903 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2024.3392917","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3392917","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/10508061.pdf","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/13","score":0.5299999713897705,"display_name":"Climate action"}],"awards":[{"id":"https://openalex.org/G1680421643","display_name":null,"funder_award_id":"42261078","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3064504759","display_name":null,"funder_award_id":"YC2023-S556","funder_id":"https://openalex.org/F4320317312","funder_display_name":"Graduate Innovative Special Fund Projects of Jiangxi Province"}],"funders":[{"id":"https://openalex.org/F4320317312","display_name":"Graduate Innovative Special Fund Projects of Jiangxi Province","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4395097743.pdf","grobid_xml":"https://content.openalex.org/works/W4395097743.grobid-xml"},"referenced_works_count":70,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1978347712","https://openalex.org/W1979061792","https://openalex.org/W2036798369","https://openalex.org/W2042775298","https://openalex.org/W2074597716","https://openalex.org/W2107450528","https://openalex.org/W2134451879","https://openalex.org/W2134969826","https://openalex.org/W2308318555","https://openalex.org/W2460260369","https://openalex.org/W2538244214","https://openalex.org/W2546910646","https://openalex.org/W2563254982","https://openalex.org/W2603777577","https://openalex.org/W2752782242","https://openalex.org/W2760340275","https://openalex.org/W2774038444","https://openalex.org/W2800388963","https://openalex.org/W2884436604","https://openalex.org/W2891248708","https://openalex.org/W2899663614","https://openalex.org/W2908320224","https://openalex.org/W2951991161","https://openalex.org/W2962858109","https://openalex.org/W3027225766","https://openalex.org/W3036453075","https://openalex.org/W3110908156","https://openalex.org/W3120467244","https://openalex.org/W3130754787","https://openalex.org/W3133726918","https://openalex.org/W3139912591","https://openalex.org/W3157062364","https://openalex.org/W3176330035","https://openalex.org/W3180045188","https://openalex.org/W3183430956","https://openalex.org/W3184566187","https://openalex.org/W3195032332","https://openalex.org/W3217004489","https://openalex.org/W4210576848","https://openalex.org/W4213124617","https://openalex.org/W4224067506","https://openalex.org/W4225648150","https://openalex.org/W4225916372","https://openalex.org/W4226228401","https://openalex.org/W4226359564","https://openalex.org/W4226361741","https://openalex.org/W4283776488","https://openalex.org/W4289752563","https://openalex.org/W4289932046","https://openalex.org/W4292348104","https://openalex.org/W4292387496","https://openalex.org/W4308180694","https://openalex.org/W4311849222","https://openalex.org/W4312549298","https://openalex.org/W4312724722","https://openalex.org/W4319966516","https://openalex.org/W4321254272","https://openalex.org/W4321504721","https://openalex.org/W4321789454","https://openalex.org/W4360602725","https://openalex.org/W4362636814","https://openalex.org/W4362653113","https://openalex.org/W4362722166","https://openalex.org/W4377079808","https://openalex.org/W4384393272","https://openalex.org/W4385245566","https://openalex.org/W6755977528","https://openalex.org/W6797399245"],"related_works":["https://openalex.org/W2568858292","https://openalex.org/W1515964938","https://openalex.org/W2389381914","https://openalex.org/W2376528221","https://openalex.org/W196800607","https://openalex.org/W2359428812","https://openalex.org/W3181296946","https://openalex.org/W2015705630","https://openalex.org/W2355368334","https://openalex.org/W2073313993"],"abstract_inverted_index":{"The":[0],"purpose":[1],"of":[2,35,44,49,58,112,156],"remote":[3,67],"sensing":[4,68],"image":[5],"change":[6,63,91,130,138],"detection":[7,92],"(RSCD)":[8],"is":[9],"to":[10,27,40,126,177],"detect":[11],"differences":[12],"between":[13],"bi-temporal":[14],"images":[15],"taken":[16],"at":[17],"the":[18,41,45,47,56,62,107,113,117,129,137,150,157,164,173],"same":[19],"place.":[20],"Deep":[21],"learning":[22],"has":[23],"been":[24],"extensively":[25],"used":[26],"RSCD":[28,76],"tasks,":[29],"yielding":[30],"significant":[31],"results":[32],"in":[33,61,65,106,160],"terms":[34],"result":[36],"recognition.":[37],"However,":[38],"due":[39],"shooting":[42],"angle":[43],"satellite,":[46],"impacts":[48],"thin":[50],"clouds,":[51],"and":[52,101,109,119,153,170],"certain":[53],"lighting":[54],"conditions,":[55],"problem":[57],"fuzzy":[59],"edges":[60],"region":[64],"some":[66],"photographs":[69],"cannot":[70],"be":[71],"properly":[72],"handled":[73],"using":[74],"current":[75],"algorithms.":[77],"To":[78],"solve":[79],"this":[80,161],"issue,":[81],"we":[82],"proposed":[83],"a":[84,94],"Body":[85],"Decouple":[86],"Multi-Scale":[87],"by":[88],"fearure":[89],"Aggregation":[90],"(BD-MSA),":[93],"novel":[95],"model":[96,158],"that":[97,149],"collects":[98],"both":[99],"global":[100],"local":[102],"feature":[103,114],"map":[104,115],"information":[105,133],"channel":[108],"space":[110],"dimensions":[111],"during":[116],"training":[118],"prediction":[120],"phases.":[121],"This":[122],"approach":[123],"allows":[124],"us":[125],"successfully":[127],"extract":[128],"region's":[131,139],"boundary":[132],"while":[134],"also":[135],"divorcing":[136],"main":[140],"body":[141],"from":[142],"its":[143],"boundary.":[144],"Numerous":[145],"studies":[146],"have":[147],"shown":[148],"assessment":[151],"metrics":[152],"evaluation":[154],"effects":[155],"described":[159],"paper":[162],"on":[163],"publicly":[165],"available":[166],"datasets":[167],"DSIFNCD,":[168],"S2Looking":[169],"WHU-CD":[171],"are":[172],"best":[174],"when":[175],"compared":[176],"other":[178],"models.":[179]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
