{"id":"https://openalex.org/W4411055327","doi":"https://doi.org/10.1109/jstars.2025.3576831","title":"A Remote Sensing Image Change Detection Method Integrating Layer-Exchange and Channel-Spatial Differences","display_name":"A Remote Sensing Image Change Detection Method Integrating Layer-Exchange and Channel-Spatial Differences","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4411055327","doi":"https://doi.org/10.1109/jstars.2025.3576831"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2025.3576831","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3576831","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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.2025.3576831","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047512987","display_name":"Sijun Dong","orcid":"https://orcid.org/0000-0003-4218-6790"},"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":"Sijun Dong","raw_affiliation_strings":["School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0003-4218-6790","affiliations":[{"raw_affiliation_string":"School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042926634","display_name":"F. Zuo","orcid":"https://orcid.org/0000-0001-5968-3764"},"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":"Fangcheng Zuo","raw_affiliation_strings":["School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047960751","display_name":"Geng Chen","orcid":"https://orcid.org/0009-0008-1824-7593"},"institutions":[{"id":"https://openalex.org/I4210097777","display_name":"China General Nuclear Power Corporation (China)","ror":"https://ror.org/00fpj7t66","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210097777"]},{"id":"https://openalex.org/I4210100994","display_name":"Guangxi Hydraulic Power Machinery Research Institute","ror":"https://ror.org/01599zj86","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210100994"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Geng Chen","raw_affiliation_strings":["Guangxi Water &amp; Power Design Institute CO., Ltd., Nanning, China","Guangxi Water&amp; Power Design Institute CO., Ltd., Nanning, Guangxi, China"],"raw_orcid":"https://orcid.org/0009-0008-1824-7593","affiliations":[{"raw_affiliation_string":"Guangxi Water &amp; Power Design Institute CO., Ltd., Nanning, China","institution_ids":["https://openalex.org/I4210097777"]},{"raw_affiliation_string":"Guangxi Water&amp; Power Design Institute CO., Ltd., Nanning, Guangxi, China","institution_ids":["https://openalex.org/I4210100994"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113010130","display_name":"Siming Fu","orcid":null},"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":"Siming Fu","raw_affiliation_strings":["School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009172337","display_name":"Xiaoliang Meng","orcid":"https://orcid.org/0000-0002-3271-9314"},"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":"Xiaoliang Meng","raw_affiliation_strings":["School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-3271-9314","affiliations":[{"raw_affiliation_string":"School of Remote Sensing and Information Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"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":1.6368,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.81178247,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"18","issue":null,"first_page":"14804","last_page":"14819"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13890","display_name":"Remote Sensing and Land Use","score":0.7944999933242798,"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"}},"topics":[{"id":"https://openalex.org/T13890","display_name":"Remote Sensing and Land Use","score":0.7944999933242798,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.7807000279426575,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5990440249443054},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5979726910591125},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5965579748153687},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.5194725394248962},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.4966028332710266},{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.4639086127281189},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3592897355556488},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.19188252091407776},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.1520107090473175},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.14461028575897217}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5990440249443054},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5979726910591125},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5965579748153687},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.5194725394248962},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.4966028332710266},{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.4639086127281189},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3592897355556488},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.19188252091407776},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.1520107090473175},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.14461028575897217},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2025.3576831","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3576831","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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:11fea629c70549c2bcb3ed984c0d83d3","is_oa":true,"landing_page_url":"https://doaj.org/article/11fea629c70549c2bcb3ed984c0d83d3","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 18, Pp 14804-14819 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2025.3576831","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3576831","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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":[],"awards":[{"id":"https://openalex.org/G8563881794","display_name":"\u591a\u6e90\u4f20\u611f\u7f51\u8026\u5408\u76d1\u6d4b\u4e0b\u751f\u6001\u7ea2\u7ebf\u8bc4\u4f30\u9884\u8b66\u673a\u7406\u7814\u7a76","funder_award_id":"41971352","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W1998866072","https://openalex.org/W2086576628","https://openalex.org/W2127403029","https://openalex.org/W2194775991","https://openalex.org/W2565639579","https://openalex.org/W2726981152","https://openalex.org/W2787091153","https://openalex.org/W3027201985","https://openalex.org/W3027225766","https://openalex.org/W3036453075","https://openalex.org/W3176330035","https://openalex.org/W3180045188","https://openalex.org/W3184566187","https://openalex.org/W4206591456","https://openalex.org/W4283776488","https://openalex.org/W4285298122","https://openalex.org/W4287890462","https://openalex.org/W4288901895","https://openalex.org/W4294310912","https://openalex.org/W4311187275","https://openalex.org/W4312349930","https://openalex.org/W4312549298","https://openalex.org/W4313350235","https://openalex.org/W4316040963","https://openalex.org/W4318767292","https://openalex.org/W4321021501","https://openalex.org/W4324360044","https://openalex.org/W4362636814","https://openalex.org/W4362699455","https://openalex.org/W4377079808","https://openalex.org/W4384393272","https://openalex.org/W4386299129","https://openalex.org/W4388206388","https://openalex.org/W4389912810","https://openalex.org/W4389961173","https://openalex.org/W4390578054","https://openalex.org/W4390604208","https://openalex.org/W4390848649","https://openalex.org/W4391305801","https://openalex.org/W4391892563","https://openalex.org/W4391991763","https://openalex.org/W4392607703","https://openalex.org/W4392693971","https://openalex.org/W4392875738","https://openalex.org/W4392903787","https://openalex.org/W4393006185","https://openalex.org/W4393906060","https://openalex.org/W4394595673","https://openalex.org/W4396877756","https://openalex.org/W4399619736","https://openalex.org/W4400410086","https://openalex.org/W4400419944","https://openalex.org/W4400944803","https://openalex.org/W4400976898","https://openalex.org/W4401357939","https://openalex.org/W4401504603","https://openalex.org/W4402992419","https://openalex.org/W4403977284","https://openalex.org/W4404238700","https://openalex.org/W4406259050","https://openalex.org/W4407937912","https://openalex.org/W4408047926","https://openalex.org/W4408519682","https://openalex.org/W4409076771","https://openalex.org/W6739901393","https://openalex.org/W6869825098"],"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/W2369060955"],"abstract_inverted_index":{"Change":[0],"detection":[1,29,71,125,232],"in":[2,31,36,69,114,228,250],"remote":[3],"sensing":[4],"imagery":[5],"is":[6],"a":[7,157],"crucial":[8],"technique":[9],"for":[10,111],"Earth":[11],"observation,":[12],"primarily":[13],"focusing":[14],"on":[15,94,161,205],"pixel-level":[16,27],"segmentation":[17],"of":[18,26,50,56,84,122,170,197,230],"change":[19,28,70,115,124,191,231],"regions":[20],"between":[21,184],"bi-temporal":[22,37,85,112,136,171],"images.":[23,62],"The":[24,215,234],"core":[25],"lies":[30],"determining":[32],"whether":[33],"corresponding":[34],"pixels":[35],"images":[38,137],"have":[39,239],"undergone":[40],"changes.":[41],"In":[42,63],"deep":[43],"learning,":[44],"the":[45,60,81,90,99,120,123,139,162,168,176,181,185,195,220,251],"spatial":[46,82],"and":[47,143,151,213,236,248],"channel":[48,91],"dimensions":[49],"feature":[51],"maps":[52],"represent":[53],"distinct":[54],"types":[55],"information":[57,74],"derived":[58],"from":[59,80,89],"original":[61],"this":[64,95],"study,":[65],"we":[66,97,155,201],"discovered":[67],"that":[68,219],"tasks,":[72],"difference":[73,128],"can":[75],"be":[76],"computed":[77],"not":[78],"only":[79],"dimension":[83],"features":[86,113],"but":[87],"also":[88],"dimension.":[92],"Based":[93],"insight,":[96],"designed":[98,156],"Channel-Spatial":[100],"Difference":[101],"Weighting":[102],"(CSDW)":[103],"module,":[104],"which":[105,166],"serves":[106],"as":[107],"an":[108],"aggregation-distribution":[109],"mechanism":[110],"detection.":[116,192],"This":[117,173],"module":[118],"enhances":[119,167],"sensitivity":[121],"model":[126,177,223],"to":[127,178,188],"features,":[129],"thereby":[130],"improving":[131],"its":[132],"overall":[133],"performance.":[134],"Furthermore,":[135],"share":[138],"same":[140],"geographic":[141],"location":[142],"exhibit":[144],"strong":[145],"inter-image":[146],"correlations.":[147],"To":[148,193],"effectively":[149],"capture":[150],"utilize":[152],"these":[153],"correlations,":[154],"decoding":[158],"structure":[159],"based":[160],"Layer-Exchange":[163],"(LE)":[164],"method,":[165,200],"interaction":[169],"features.":[172],"approach":[174],"allows":[175],"better":[179],"leverage":[180],"temporal":[182],"dependencies":[183],"images,":[186],"leading":[187],"more":[189],"accurate":[190],"validate":[194],"effectiveness":[196],"our":[198],"proposed":[199,221],"conducted":[202],"comprehensive":[203],"experiments":[204],"four":[206],"widely":[207],"used":[208],"datasets:":[209],"CLCD,":[210],"PX-CLCD,":[211],"LEVIR-CD,":[212],"S2Looking.":[214],"experimental":[216],"results":[217],"demonstrate":[218],"LENet":[222],"significantly":[224],"outperforms":[225],"existing":[226],"methods":[227],"terms":[229],"accuracy.":[233],"code":[235],"pre-trained":[237],"models":[238],"been":[240],"publicly":[241],"available":[242],"at:":[243],"https://github.com/dyzy41/lenet,":[244],"facilitating":[245],"further":[246],"research":[247],"application":[249],"field.":[252]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
