{"id":"https://openalex.org/W4384202844","doi":"https://doi.org/10.3390/rs15143517","title":"High-Resolution Remote Sensing Image Change Detection Method Based on Improved Siamese U-Net","display_name":"High-Resolution Remote Sensing Image Change Detection Method Based on Improved Siamese U-Net","publication_year":2023,"publication_date":"2023-07-12","ids":{"openalex":"https://openalex.org/W4384202844","doi":"https://doi.org/10.3390/rs15143517"},"language":"en","primary_location":{"id":"doi:10.3390/rs15143517","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15143517","pdf_url":"https://www.mdpi.com/2072-4292/15/14/3517/pdf?version=1689215515","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/15/14/3517/pdf?version=1689215515","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100762531","display_name":"Qing Wang","orcid":"https://orcid.org/0000-0002-6940-6805"},"institutions":[{"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"]},{"id":"https://openalex.org/I177739611","display_name":"Yangtze University","ror":"https://ror.org/05bhmhz54","country_code":"CN","type":"education","lineage":["https://openalex.org/I177739611"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qing Wang","raw_affiliation_strings":["Key Laboratory for Digital Land and Resources of Jiangxi Province, East China University of Technology, Nanchang 330013, China","School of Geosciences, Yangtze University, Wuhan 430100, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory for Digital Land and Resources of Jiangxi Province, East China University of Technology, Nanchang 330013, China","institution_ids":["https://openalex.org/I4210119674"]},{"raw_affiliation_string":"School of Geosciences, Yangtze University, Wuhan 430100, China","institution_ids":["https://openalex.org/I177739611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100662606","display_name":"Mengqi Li","orcid":"https://orcid.org/0000-0002-3806-4259"},"institutions":[{"id":"https://openalex.org/I177739611","display_name":"Yangtze University","ror":"https://ror.org/05bhmhz54","country_code":"CN","type":"education","lineage":["https://openalex.org/I177739611"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengqi Li","raw_affiliation_strings":["School of Geosciences, Yangtze University, Wuhan 430100, China"],"affiliations":[{"raw_affiliation_string":"School of Geosciences, Yangtze University, Wuhan 430100, China","institution_ids":["https://openalex.org/I177739611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057224008","display_name":"Gongquan Li","orcid":"https://orcid.org/0000-0003-3052-1408"},"institutions":[{"id":"https://openalex.org/I177739611","display_name":"Yangtze University","ror":"https://ror.org/05bhmhz54","country_code":"CN","type":"education","lineage":["https://openalex.org/I177739611"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gongquan Li","raw_affiliation_strings":["School of Geosciences, Yangtze University, Wuhan 430100, China"],"affiliations":[{"raw_affiliation_string":"School of Geosciences, Yangtze University, Wuhan 430100, China","institution_ids":["https://openalex.org/I177739611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035496442","display_name":"Jiling Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I177739611","display_name":"Yangtze University","ror":"https://ror.org/05bhmhz54","country_code":"CN","type":"education","lineage":["https://openalex.org/I177739611"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiling Zhang","raw_affiliation_strings":["School of Geosciences, Yangtze University, Wuhan 430100, China"],"affiliations":[{"raw_affiliation_string":"School of Geosciences, Yangtze University, Wuhan 430100, China","institution_ids":["https://openalex.org/I177739611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102534598","display_name":"Shuoyue Yan","orcid":null},"institutions":[{"id":"https://openalex.org/I177739611","display_name":"Yangtze University","ror":"https://ror.org/05bhmhz54","country_code":"CN","type":"education","lineage":["https://openalex.org/I177739611"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuoyue Yan","raw_affiliation_strings":["School of Geosciences, Yangtze University, Wuhan 430100, China"],"affiliations":[{"raw_affiliation_string":"School of Geosciences, Yangtze University, Wuhan 430100, China","institution_ids":["https://openalex.org/I177739611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018741960","display_name":"Zhuoran Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I177739611","display_name":"Yangtze University","ror":"https://ror.org/05bhmhz54","country_code":"CN","type":"education","lineage":["https://openalex.org/I177739611"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhuoran Chen","raw_affiliation_strings":["School of Geosciences, Yangtze University, Wuhan 430100, China"],"affiliations":[{"raw_affiliation_string":"School of Geosciences, Yangtze University, Wuhan 430100, China","institution_ids":["https://openalex.org/I177739611"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100376208","display_name":"Xiaodong Zhang","orcid":"https://orcid.org/0000-0002-5137-7145"},"institutions":[{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]},{"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":"Xiaodong Zhang","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055327388","display_name":"Guanzhou Chen","orcid":"https://orcid.org/0000-0003-0733-9122"},"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"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanzhou Chen","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5100762531"],"corresponding_institution_ids":["https://openalex.org/I177739611","https://openalex.org/I4210119674"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.6204,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.85509999,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"15","issue":"14","first_page":"3517","last_page":"3517"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9991999864578247,"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":0.9991999864578247,"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":0.996399998664856,"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":0.9776999950408936,"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/computer-science","display_name":"Computer science","score":0.7929403185844421},{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.7244693636894226},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6876740455627441},{"id":"https://openalex.org/keywords/pyramid","display_name":"Pyramid (geometry)","score":0.5935641527175903},{"id":"https://openalex.org/keywords/fuse","display_name":"Fuse (electrical)","score":0.5118881464004517},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.49310562014579773},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4729701578617096},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.47009536623954773},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.4410642385482788},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12373137474060059}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7929403185844421},{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.7244693636894226},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6876740455627441},{"id":"https://openalex.org/C142575187","wikidata":"https://www.wikidata.org/wiki/Q3358290","display_name":"Pyramid (geometry)","level":2,"score":0.5935641527175903},{"id":"https://openalex.org/C141353440","wikidata":"https://www.wikidata.org/wiki/Q182221","display_name":"Fuse (electrical)","level":2,"score":0.5118881464004517},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.49310562014579773},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4729701578617096},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47009536623954773},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.4410642385482788},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12373137474060059},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs15143517","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15143517","pdf_url":"https://www.mdpi.com/2072-4292/15/14/3517/pdf?version=1689215515","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:4eece32641b441a4a05065b414a83dbe","is_oa":true,"landing_page_url":"https://doaj.org/article/4eece32641b441a4a05065b414a83dbe","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":"Remote Sensing, Vol 15, Iss 14, p 3517 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/15/14/3517/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs15143517","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 15; Issue 14; Pages: 3517","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs15143517","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs15143517","pdf_url":"https://www.mdpi.com/2072-4292/15/14/3517/pdf?version=1689215515","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320326860","display_name":"East China Institute of Technology","ror":"https://ror.org/027385r44"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4384202844.pdf"},"referenced_works_count":65,"referenced_works":["https://openalex.org/W1836458662","https://openalex.org/W1978283872","https://openalex.org/W1994616650","https://openalex.org/W2020141522","https://openalex.org/W2029161185","https://openalex.org/W2030257787","https://openalex.org/W2127589108","https://openalex.org/W2132083787","https://openalex.org/W2146502635","https://openalex.org/W2154451793","https://openalex.org/W2157364932","https://openalex.org/W2163605009","https://openalex.org/W2175585630","https://openalex.org/W2292984592","https://openalex.org/W2348354687","https://openalex.org/W2412588858","https://openalex.org/W2751993439","https://openalex.org/W2763384353","https://openalex.org/W2799213142","https://openalex.org/W2804147065","https://openalex.org/W2805152403","https://openalex.org/W2888697548","https://openalex.org/W2891248708","https://openalex.org/W2894844962","https://openalex.org/W2896365540","https://openalex.org/W2939781831","https://openalex.org/W2947010533","https://openalex.org/W2951991161","https://openalex.org/W2984954051","https://openalex.org/W2989914402","https://openalex.org/W2997043451","https://openalex.org/W3000451586","https://openalex.org/W3004423752","https://openalex.org/W3009942016","https://openalex.org/W3010257550","https://openalex.org/W3011614889","https://openalex.org/W3015038817","https://openalex.org/W3027201985","https://openalex.org/W3027225766","https://openalex.org/W3036453075","https://openalex.org/W3040323135","https://openalex.org/W3089551637","https://openalex.org/W3099903705","https://openalex.org/W3110108524","https://openalex.org/W3110440461","https://openalex.org/W3130754787","https://openalex.org/W3146764041","https://openalex.org/W3157062364","https://openalex.org/W3176330035","https://openalex.org/W4214601273","https://openalex.org/W4312549298","https://openalex.org/W4312705334","https://openalex.org/W4383117947","https://openalex.org/W4403627116","https://openalex.org/W6631190155","https://openalex.org/W6657696318","https://openalex.org/W6679208599","https://openalex.org/W6681435938","https://openalex.org/W6684191040","https://openalex.org/W6685336647","https://openalex.org/W6783657010","https://openalex.org/W6790731625","https://openalex.org/W6794209188","https://openalex.org/W6797500923","https://openalex.org/W7052594254"],"related_works":["https://openalex.org/W3000097931","https://openalex.org/W2354322770","https://openalex.org/W4237547500","https://openalex.org/W1570848052","https://openalex.org/W2373192430","https://openalex.org/W4239268388","https://openalex.org/W3205445068","https://openalex.org/W3161591591","https://openalex.org/W3134004915","https://openalex.org/W3164855829"],"abstract_inverted_index":{"Focusing":[0],"on":[1,27,176,184],"problems":[2],"of":[3,68,75,79,88,112,120,134,157,187],"blurred":[4],"detection":[5,24,38,214],"boundary,":[6],"small":[7],"target":[8],"miss":[9],"detection,":[10,21],"and":[11,82,108,141,147,179,182,190],"more":[12],"pseudo":[13],"changes":[14],"in":[15,102,168,203],"high-resolution":[16],"remote":[17],"sensing":[18],"image":[19,52,81],"change":[20,23,37,132],"a":[22,212],"algorithm":[25],"based":[26],"Siamese":[28],"neural":[29],"networks":[30],"is":[31,44,61,95,172],"proposed.":[32],"Siam-FAUnet":[33,159,199],"can":[34],"implement":[35],"end-to-end":[36],"tasks.":[39],"Firstly,":[40],"the":[41,51,55,65,69,76,80,84,89,99,103,106,110,117,123,131,135,154,158,165,170,177,185,198,209],"improved":[42,162,173,202],"VGG16":[43],"utilized":[45],"as":[46,128],"an":[47],"encoder":[48,104],"to":[49,63,71,97,105,129,164,194],"extract":[50],"features.":[53],"Secondly,":[54],"atrous":[56],"spatial":[57],"pyramid":[58],"pooling":[59],"module":[60,94],"used":[62,96],"increase":[64],"receptive":[66],"field":[67],"model":[70,160,200,210],"make":[72],"full":[73],"use":[74],"global":[77],"information":[78,87],"obtain":[83,130],"multi-scale":[85],"contextual":[86],"image.":[90,136],"The":[91,137,150],"flow":[92],"alignment":[93],"fuse":[98],"low-level":[100],"features":[101,121,124],"decoder":[107],"solve":[109],"problem":[111],"semantic":[113],"misalignment":[114],"caused":[115],"by":[116,174,180],"direct":[118],"concatenation":[119],"when":[122],"are":[125,139,161],"fused,":[126],"so":[127],"region":[133],"experiments":[138],"trained":[140],"tested":[142],"using":[143],"publicly":[144],"available":[145],"CDD":[146,178],"SZTAKI":[148,188],"datasets.":[149],"results":[151],"show":[152],"that":[153,208],"evaluation":[155,205],"metrics":[156],"compared":[163,193],"baseline":[166],"model,":[167],"which":[169],"F1-score":[171],"4.00%":[175],"7.32%":[181],"2.62%":[183],"sub-datasets":[186],"(SZADA":[189],"TISZADOB),":[191],"respectively;":[192],"other":[195],"state-of-the-art":[196],"methods,":[197],"has":[201,211],"both":[204],"metrics,":[206],"indicating":[207],"good":[213],"performance.":[215]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-02-28T09:26:25.869077","created_date":"2023-07-14T00:00:00"}
