{"id":"https://openalex.org/W4393207076","doi":"https://doi.org/10.1109/tgrs.2024.3382116","title":"Domain Adaptive and Interactive Differential Attention Network for Remote Sensing Image Change Detection","display_name":"Domain Adaptive and Interactive Differential Attention Network for Remote Sensing Image Change Detection","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4393207076","doi":"https://doi.org/10.1109/tgrs.2024.3382116"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2024.3382116","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3382116","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/A5102711534","display_name":"Yuliang Ji","orcid":"https://orcid.org/0009-0001-0846-5879"},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuliang Ji","raw_affiliation_strings":["Faculty of Mathematics and Statistics, Ningbo University, Ningbo, China"],"raw_orcid":"https://orcid.org/0009-0001-0846-5879","affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Statistics, Ningbo University, Ningbo, China","institution_ids":["https://openalex.org/I109935558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050009113","display_name":"Weiwei Sun","orcid":"https://orcid.org/0000-0003-3399-7858"},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiwei Sun","raw_affiliation_strings":["Department of Geography and Spatial Information Techniques, Ningbo University, Ningbo, China"],"raw_orcid":"https://orcid.org/0000-0003-3399-7858","affiliations":[{"raw_affiliation_string":"Department of Geography and Spatial Information Techniques, Ningbo University, Ningbo, China","institution_ids":["https://openalex.org/I109935558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061527815","display_name":"Yumiao Wang","orcid":"https://orcid.org/0000-0002-0980-5353"},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yumiao Wang","raw_affiliation_strings":["Department of Geography and Spatial Information Techniques, Ningbo University, Ningbo, China"],"raw_orcid":"https://orcid.org/0000-0002-0980-5353","affiliations":[{"raw_affiliation_string":"Department of Geography and Spatial Information Techniques, Ningbo University, Ningbo, China","institution_ids":["https://openalex.org/I109935558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047997045","display_name":"Zhiyong Lv","orcid":"https://orcid.org/0000-0003-2595-4794"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhiyong Lv","raw_affiliation_strings":["School of Computer Science and Engineering, Xi&#x2019;an University of Technology, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0003-2595-4794","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Xi&#x2019;an University of Technology, Xi&#x2019;an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074018705","display_name":"Gang Yang","orcid":"https://orcid.org/0000-0002-7001-2037"},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gang Yang","raw_affiliation_strings":["Department of Geography and Spatial Information Techniques, Ningbo University, Ningbo, China"],"raw_orcid":"https://orcid.org/0000-0002-7001-2037","affiliations":[{"raw_affiliation_string":"Department of Geography and Spatial Information Techniques, Ningbo University, Ningbo, China","institution_ids":["https://openalex.org/I109935558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054451851","display_name":"Yuanzeng Zhan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuanzeng Zhan","raw_affiliation_strings":["Institute of Surveying and Mapping Science and Technology of Zhejiang Province, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Surveying and Mapping Science and Technology of Zhejiang Province, Hangzhou, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023474157","display_name":"Chong Li","orcid":"https://orcid.org/0009-0003-8847-1383"},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chong Li","raw_affiliation_strings":["Department of Geography and Spatial Information Techniques, Ningbo University, Ningbo, China"],"raw_orcid":"https://orcid.org/0009-0003-8847-1383","affiliations":[{"raw_affiliation_string":"Department of Geography and Spatial Information Techniques, Ningbo University, Ningbo, China","institution_ids":["https://openalex.org/I109935558"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.826,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.96802646,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"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":0.9682999849319458,"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":0.9682999849319458,"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/change-detection","display_name":"Change detection","score":0.7574732303619385},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6819814443588257},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5719692707061768},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4936336278915405},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.42886680364608765},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4165363311767578},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37745463848114014},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.15637454390525818}],"concepts":[{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.7574732303619385},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6819814443588257},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5719692707061768},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4936336278915405},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.42886680364608765},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4165363311767578},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37745463848114014},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.15637454390525818},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2024.3382116","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3382116","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/G1387884760","display_name":null,"funder_award_id":"42201354","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2568572531","display_name":"\u57fa\u4e8e\u591a\u6e90\u9065\u611f\u65f6\u5e8f\u6570\u636e\u7684\u6d59\u6c5f\u7701\u7389\u7c73\u5927\u8c46\u65e9\u671f\u8bc6\u522b\u7814\u7a76","funder_award_id":"LQ22D010007","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G7524409454","display_name":null,"funder_award_id":"42122009","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/F4320338464","display_name":"Natural Science Foundation of Zhejiang Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":73,"referenced_works":["https://openalex.org/W2023847826","https://openalex.org/W2133802438","https://openalex.org/W2179290474","https://openalex.org/W2194775991","https://openalex.org/W2751993439","https://openalex.org/W2779571083","https://openalex.org/W2800388963","https://openalex.org/W2805152403","https://openalex.org/W2891248708","https://openalex.org/W2894844962","https://openalex.org/W2896365540","https://openalex.org/W2902788350","https://openalex.org/W2908320224","https://openalex.org/W2921442714","https://openalex.org/W2951991161","https://openalex.org/W2969081030","https://openalex.org/W2980937832","https://openalex.org/W2990818246","https://openalex.org/W3004423752","https://openalex.org/W3006025044","https://openalex.org/W3009942016","https://openalex.org/W3011156941","https://openalex.org/W3027225766","https://openalex.org/W3033043020","https://openalex.org/W3033210410","https://openalex.org/W3036453075","https://openalex.org/W3096431188","https://openalex.org/W3096609285","https://openalex.org/W3099503507","https://openalex.org/W3105553032","https://openalex.org/W3110074314","https://openalex.org/W3120467244","https://openalex.org/W3129293716","https://openalex.org/W3130754787","https://openalex.org/W3138516171","https://openalex.org/W3157062364","https://openalex.org/W3167456680","https://openalex.org/W3170841864","https://openalex.org/W3176330035","https://openalex.org/W3180045188","https://openalex.org/W3183600011","https://openalex.org/W3189859838","https://openalex.org/W3195258402","https://openalex.org/W3202553706","https://openalex.org/W3210281071","https://openalex.org/W3211465673","https://openalex.org/W4223958490","https://openalex.org/W4224067506","https://openalex.org/W4225123210","https://openalex.org/W4226228401","https://openalex.org/W4226246368","https://openalex.org/W4226305459","https://openalex.org/W4229373348","https://openalex.org/W4280623839","https://openalex.org/W4285173877","https://openalex.org/W4285298122","https://openalex.org/W4296339430","https://openalex.org/W4312549298","https://openalex.org/W4313476697","https://openalex.org/W4318767292","https://openalex.org/W4319764655","https://openalex.org/W4321504721","https://openalex.org/W4361989442","https://openalex.org/W4376605039","https://openalex.org/W4384393272","https://openalex.org/W4385245566","https://openalex.org/W4385522920","https://openalex.org/W4386158869","https://openalex.org/W4388756939","https://openalex.org/W4388772828","https://openalex.org/W4391467945","https://openalex.org/W6769242847","https://openalex.org/W6779248606"],"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/W2990774877","https://openalex.org/W3093339210","https://openalex.org/W3015037427"],"abstract_inverted_index":{"The":[0,33,187],"objective":[1],"of":[2,17,46,54,67,112,147,156,169],"change":[3,20],"detection":[4],"(CD)":[5],"is":[6,39],"to":[7,42,79,108,119,174],"identify":[8],"the":[9,44,47,65,110,116,120,131,140,145,154,164],"altered":[10],"region":[11],"between":[12,75],"dual-temporal":[13],"images.":[14],"In":[15,87],"pursuit":[16],"more":[18],"precise":[19],"maps,":[21],"numerous":[22],"state-of-the-art":[23],"(SOTA)":[24],"methods":[25],"design":[26],"neural":[27,35],"networks":[28],"with":[29],"robust":[30],"discriminative":[31],"capabilities.":[32],"convolutional":[34],"network":[36,99],"(CNN)-transformer":[37],"model":[38,102,172],"specifically":[40],"designed":[41,130],"integrate":[43],"strengths":[45],"CNN":[48],"and":[49,84,95,143,167,184],"transformer,":[50],"facilitating":[51],"effective":[52],"coupling":[53,146],"feature":[55,68,123,126,141],"information.":[56,158],"However,":[57],"previous":[58],"CNN-transformer":[59],"studies":[60],"have":[61],"not":[62],"effectively":[63,138],"mitigated":[64],"interference":[66,111],"distribution":[69],"differences":[70],"as":[71,73,178],"well":[72],"pseudovariations":[74,113],"two":[76,117],"images":[77,118],"due":[78],"cloud":[80],"occlusion,":[81],"imaging":[82],"conditions,":[83],"other":[85,175],"factors.":[86],"this":[88],"article,":[89],"we":[90,129],"propose":[91],"a":[92],"domain":[93,104],"adaptive":[94,105],"interactive":[96,132,148],"differential":[97,133,149],"attention":[98,134],"(DA-IDANet).":[100],"This":[101],"incorporates":[103],"constraints":[106],"(DACs)":[107],"mitigate":[109],"by":[114],"mapping":[115],"same":[121],"deep":[122],"space":[124],"for":[125],"alignment.":[127],"Furthermore,":[128],"module":[135],"(IDAM),":[136],"which":[137],"improves":[139],"representation":[142],"promotes":[144],"discriminant":[150],"information,":[151],"thereby":[152],"minimizing":[153],"impact":[155],"irrelevant":[157],"Experiments":[159],"on":[160],"four":[161],"datasets":[162],"demonstrate":[163],"superior":[165],"validity":[166],"robustness":[168],"our":[170],"proposed":[171],"compared":[173],"SOTA":[176],"methods,":[177],"evident":[179],"from":[180],"both":[181],"quantitative":[182],"analysis":[183],"qualitative":[185],"comparisons.":[186],"code":[188],"will":[189],"be":[190],"available":[191],"online":[192],"(https://github.com/Jyl199904/DA-IDANet).":[193]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":21},{"year":2024,"cited_by_count":6}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
