{"id":"https://openalex.org/W4401070603","doi":"https://doi.org/10.1109/jstars.2024.3434966","title":"CGFINet: Cross-Scale Guided High-Order Feature Interaction Change Detection Network for Remote Sensing Image","display_name":"CGFINet: Cross-Scale Guided High-Order Feature Interaction Change Detection Network for Remote Sensing Image","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4401070603","doi":"https://doi.org/10.1109/jstars.2024.3434966"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2024.3434966","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3434966","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.2024.3434966","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5106404967","display_name":"Qichao Han","orcid":"https://orcid.org/0009-0009-8412-3262"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qichao Han","raw_affiliation_strings":["National Key Laboratory of Laser Spatial Information, Research Center for Space Optical Engineering, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Laser Spatial Information, Research Center for Space Optical Engineering, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043874743","display_name":"Xiyang Zhi","orcid":"https://orcid.org/0000-0001-5504-8480"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiyang Zhi","raw_affiliation_strings":["National Key Laboratory of Laser Spatial Information, Research Center for Space Optical Engineering, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Laser Spatial Information, Research Center for Space Optical Engineering, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025327730","display_name":"Jianming Hu","orcid":"https://orcid.org/0000-0002-4418-605X"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianming Hu","raw_affiliation_strings":["National Key Laboratory of Laser Spatial Information, Research Center for Space Optical Engineering, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Laser Spatial Information, Research Center for Space Optical Engineering, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076703873","display_name":"Yuanxin Huang","orcid":"https://orcid.org/0009-0000-2851-9910"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanxin Huang","raw_affiliation_strings":["National Key Laboratory of Laser Spatial Information, Research Center for Space Optical Engineering, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Laser Spatial Information, Research Center for Space Optical Engineering, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100693236","display_name":"Wenbin Chen","orcid":"https://orcid.org/0000-0001-8305-0764"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenbin Chen","raw_affiliation_strings":["National Key Laboratory of Laser Spatial Information, Research Center for Space Optical Engineering, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Laser Spatial Information, Research Center for Space Optical Engineering, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082270319","display_name":"Shikai Jiang","orcid":"https://orcid.org/0000-0001-9784-0337"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shikai Jiang","raw_affiliation_strings":["National Key Laboratory of Laser Spatial Information, Research Center for Space Optical Engineering, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Laser Spatial Information, Research Center for Space Optical Engineering, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072186177","display_name":"Jinnan Gong","orcid":"https://orcid.org/0000-0002-9908-3517"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinnan Gong","raw_affiliation_strings":["National Key Laboratory of Laser Spatial Information, Research Center for Space Optical Engineering, Harbin Institute of Technology, Harbin, China"],"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Laser Spatial Information, Research Center for Space Optical Engineering, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5106404967"],"corresponding_institution_ids":["https://openalex.org/I204983213"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":0.6396,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.72020767,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"17","issue":null,"first_page":"14614","last_page":"14629"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":1.0,"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":1.0,"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":0.9958000183105469,"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":0.9872999787330627,"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":0.7858108282089233},{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.7589205503463745},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6132231950759888},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5532603859901428},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5324122905731201},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5032317042350769},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4827520251274109},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4708663523197174},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.44176754355430603},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.43996870517730713},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.38096606731414795},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35872572660446167},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.07694306969642639}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7858108282089233},{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.7589205503463745},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6132231950759888},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5532603859901428},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5324122905731201},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5032317042350769},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4827520251274109},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4708663523197174},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.44176754355430603},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.43996870517730713},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.38096606731414795},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35872572660446167},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07694306969642639},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2024.3434966","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3434966","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:230c9787757e4aaf9520aab1adb863ef","is_oa":true,"landing_page_url":"https://doaj.org/article/230c9787757e4aaf9520aab1adb863ef","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":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 17, Pp 14614-14629 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2024.3434966","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3434966","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/G3102355964","display_name":null,"funder_award_id":"62305088","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7036706306","display_name":null,"funder_award_id":"2023M740900","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W2036798369","https://openalex.org/W2627081599","https://openalex.org/W2752782242","https://openalex.org/W2891248708","https://openalex.org/W2908320224","https://openalex.org/W2911805825","https://openalex.org/W2914666560","https://openalex.org/W2951991161","https://openalex.org/W3009942016","https://openalex.org/W3011692993","https://openalex.org/W3027201985","https://openalex.org/W3027225766","https://openalex.org/W3036453075","https://openalex.org/W3094502228","https://openalex.org/W3099503507","https://openalex.org/W3120467244","https://openalex.org/W3130754787","https://openalex.org/W3142421496","https://openalex.org/W3160330105","https://openalex.org/W3164715703","https://openalex.org/W3180045188","https://openalex.org/W3184566187","https://openalex.org/W3204841830","https://openalex.org/W3209695792","https://openalex.org/W4210277540","https://openalex.org/W4213124617","https://openalex.org/W4214774769","https://openalex.org/W4224212608","https://openalex.org/W4229002315","https://openalex.org/W4288804646","https://openalex.org/W4308325132","https://openalex.org/W4312549298","https://openalex.org/W4362653113","https://openalex.org/W4367721905","https://openalex.org/W4386299129","https://openalex.org/W4387092318","https://openalex.org/W4387789486","https://openalex.org/W4387917939","https://openalex.org/W4388206388","https://openalex.org/W4391559729","https://openalex.org/W4392174060","https://openalex.org/W4392719543","https://openalex.org/W4392909631","https://openalex.org/W4399455321","https://openalex.org/W4400448280","https://openalex.org/W6784333009","https://openalex.org/W6840866624","https://openalex.org/W6869812824"],"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":{"Remote":[0],"sensing":[1,74],"image":[2],"change":[3,30,47,88,110,178],"detection":[4,31,89,179],"is":[5,56,102,130,173],"a":[6,82,96,147],"valuable":[7],"technology":[8],"for":[9,91,141],"analyzing":[10],"the":[11,37,43,106,118,138,158,190],"earth":[12],"observation":[13],"data.":[14],"It":[15],"has":[16],"significant":[17],"application":[18],"value":[19],"in":[20,72],"resource":[21],"monitoring,":[22],"disaster":[23],"assessment":[24],"and":[25,42,52,62,69,112,155,184],"urban":[26],"planning.":[27],"However,":[28],"current":[29],"methods":[32],"have":[33],"not":[34],"fully":[35],"explored":[36],"interrelationships":[38],"between":[39],"bi-temporal":[40,148],"data,":[41],"extraction":[44],"process":[45,108],"of":[46,109,120,160,167],"information":[48],"lacks":[49],"prior":[50,115],"guidance":[51],"constraints.":[53],"Therefore,":[54],"it":[55],"easy":[57],"to":[58,104,116,136],"produce":[59],"missed":[60],"detections":[61],"false":[63],"alarms":[64],"when":[65],"facing":[66],"complex":[67],"backgrounds":[68],"variable":[70],"objects":[71],"remote":[73],"images.":[75,94],"To":[76],"tackle":[77],"such":[78],"issues,":[79],"we":[80,145],"propose":[81],"cross-scale":[83,97],"guided":[84,98],"high-order":[85,126],"feature":[86,127,149],"interaction":[87,128],"network":[90,191],"dual":[92,99],"temporal":[93],"Specifically,":[95],"encoderdecoder":[100],"backbone":[101],"proposed":[103],"constrain":[105],"reconstruction":[107],"objectives,":[111],"guide":[113],"geometric":[114],"optimize":[117],"representation":[119],"target":[121],"structures.":[122],"Next,":[123],"an":[124],"efficient":[125],"module":[129],"designed,":[131],"employing":[132],"multi-level":[133],"receptive":[134],"fields":[135],"enhance":[137],"perception":[139,166],"ability":[140],"multiscale":[142],"features.":[143],"Moreover,":[144],"construct":[146],"alignment":[150],"fusion":[151],"module,":[152],"which":[153],"decouples":[154],"filters":[156],"out":[157],"interference":[159],"background":[161],"pseudo":[162],"changes":[163],"through":[164],"interactive":[165],"spatial-temporal":[168],"differences.":[169],"Comprehensive":[170],"experimental":[171],"validation":[172],"undertaken":[174],"on":[175],"four":[176],"representative":[177],"datasets":[180],"(LEVIR-CD,":[181],"WHU-CD,":[182],"DSIFN-CD":[183],"S2Looking).":[185],"The":[186],"findings":[187],"demonstrate":[188],"that":[189],"demonstrated":[192],"state-of-the-art":[193],"performance.":[194]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}