{"id":"https://openalex.org/W4406857910","doi":"https://doi.org/10.1109/jstars.2025.3534583","title":"Cross-Temporal Knowledge Injection With Color Distribution Normalization for Remote Sensing Change Detection","display_name":"Cross-Temporal Knowledge Injection With Color Distribution Normalization for Remote Sensing Change Detection","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4406857910","doi":"https://doi.org/10.1109/jstars.2025.3534583"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2025.3534583","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3534583","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.2025.3534583","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100574083","display_name":"Wenqi Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenqi Zheng","raw_affiliation_strings":["College of Computer Science and Technology, Harbin Engineering University, Harbin, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114238269","display_name":"Junze Yang","orcid":"https://orcid.org/0000-0003-4206-8794"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junze Yang","raw_affiliation_strings":["College of Computer Science and Technology, Harbin Engineering University, Harbin, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100613502","display_name":"Jianing Chen","orcid":"https://orcid.org/0000-0002-7525-1424"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianing Chen","raw_affiliation_strings":["College of Computer Science and Technology, Harbin Engineering University, Harbin, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101400989","display_name":"Jinlong He","orcid":"https://orcid.org/0009-0009-8891-554X"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinlong He","raw_affiliation_strings":["College of Computer Science and Technology, Harbin Engineering University, Harbin, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100339791","display_name":"Pengfei Li","orcid":"https://orcid.org/0009-0009-4234-1579"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengfei Li","raw_affiliation_strings":["College of Computer Science and Technology, Harbin Engineering University, Harbin, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104580296","display_name":"Daobo Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Daobo Sun","raw_affiliation_strings":["College of Aeronautics and Astronautics, Xiamen University, Xiamen, China"],"affiliations":[{"raw_affiliation_string":"College of Aeronautics and Astronautics, Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082522896","display_name":"Chuhao Chen","orcid":"https://orcid.org/0009-0003-6286-8964"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuhao Chen","raw_affiliation_strings":["College of Computer Science and Technology, Harbin Engineering University, Harbin, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080015931","display_name":"Xiangxu Meng","orcid":"https://orcid.org/0000-0001-9842-4044"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangxu Meng","raw_affiliation_strings":["College of Computer Science and Technology, Harbin Engineering University, Harbin, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5100574083"],"corresponding_institution_ids":["https://openalex.org/I151727225"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":13.6459,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.98654053,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"18","issue":null,"first_page":"6249","last_page":"6265"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9452999830245972,"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":0.9452999830245972,"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":0.9433000087738037,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.6906901001930237},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5792049169540405},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5740020871162415},{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.48929426074028015},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42260634899139404},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3398171365261078},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.14833584427833557}],"concepts":[{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.6906901001930237},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5792049169540405},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5740020871162415},{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.48929426074028015},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42260634899139404},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3398171365261078},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.14833584427833557},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2025.3534583","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3534583","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:8f274c181ade4721be7f954ec717c311","is_oa":true,"landing_page_url":"https://doaj.org/article/8f274c181ade4721be7f954ec717c311","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 18, Pp 6249-6265 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2025.3534583","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2025.3534583","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":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":77,"referenced_works":["https://openalex.org/W1981276685","https://openalex.org/W2194775991","https://openalex.org/W2475287302","https://openalex.org/W2579702661","https://openalex.org/W2603777577","https://openalex.org/W2752782242","https://openalex.org/W2789813335","https://openalex.org/W2891248708","https://openalex.org/W2978780657","https://openalex.org/W2981689412","https://openalex.org/W2997043451","https://openalex.org/W3036453075","https://openalex.org/W3044221539","https://openalex.org/W3048064159","https://openalex.org/W3081064176","https://openalex.org/W3096831136","https://openalex.org/W3097823560","https://openalex.org/W3133726918","https://openalex.org/W3142421496","https://openalex.org/W3144332889","https://openalex.org/W3157062364","https://openalex.org/W3157519352","https://openalex.org/W3175515048","https://openalex.org/W3176330035","https://openalex.org/W3177318507","https://openalex.org/W3180045188","https://openalex.org/W3183600011","https://openalex.org/W3187748454","https://openalex.org/W3199258042","https://openalex.org/W4226228401","https://openalex.org/W4226530543","https://openalex.org/W4283776488","https://openalex.org/W4285298122","https://openalex.org/W4292348075","https://openalex.org/W4292387496","https://openalex.org/W4312918841","https://openalex.org/W4315473884","https://openalex.org/W4318766188","https://openalex.org/W4318767292","https://openalex.org/W4319083668","https://openalex.org/W4322505237","https://openalex.org/W4366382668","https://openalex.org/W4376481113","https://openalex.org/W4379184889","https://openalex.org/W4384393272","https://openalex.org/W4384787738","https://openalex.org/W4385245566","https://openalex.org/W4385338433","https://openalex.org/W4386047746","https://openalex.org/W4386076504","https://openalex.org/W4387828751","https://openalex.org/W4389778595","https://openalex.org/W4391305801","https://openalex.org/W4391559577","https://openalex.org/W4391582680","https://openalex.org/W4391953503","https://openalex.org/W4392719543","https://openalex.org/W4392909631","https://openalex.org/W4393207086","https://openalex.org/W4394745423","https://openalex.org/W4394973591","https://openalex.org/W4399619736","https://openalex.org/W4400081502","https://openalex.org/W4400679846","https://openalex.org/W4400772240","https://openalex.org/W4400867263","https://openalex.org/W4401351362","https://openalex.org/W4401567734","https://openalex.org/W4402667886","https://openalex.org/W4402753825","https://openalex.org/W4404057075","https://openalex.org/W4406137969","https://openalex.org/W6638667902","https://openalex.org/W6714644935","https://openalex.org/W6766489549","https://openalex.org/W6774054309","https://openalex.org/W6777579383"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Remote":[0],"sensing":[1,73,227],"change":[2,27,74,130,176,185,228],"detection":[3,28,229],"plays":[4],"a":[5,210],"critical":[6],"role":[7],"in":[8,49],"monitoring":[9],"and":[10,45,125,136,148,158,182],"identifying":[11],"alterations":[12],"on":[13,221],"the":[14,95,102,109,140,164,201],"Earth's":[15],"surface":[16],"by":[17,132,190],"comparing":[18],"images":[19,91],"captured":[20],"at":[21],"various":[22],"time":[23],"intervals.":[24],"Although":[25],"existing":[26],"methods":[29,220],"have":[30],"yielded":[31],"promising":[32],"results,":[33],"challenges":[34],"such":[35],"as":[36],"imaging":[37,51],"discrepancies":[38],"arising":[39],"from":[40,89,108],"seasonal":[41],"changes,":[42],"sensor":[43],"variations,":[44],"numerous":[46],"confounding":[47],"pseudochanges":[48],"cross-temporal":[50,62],"significantly":[52],"hinder":[53],"their":[54],"accuracy.":[55],"To":[56],"address":[57,155],"these":[58],"problems,":[59],"we":[60],"propose":[61],"knowledge":[63,121,135,138,165],"injection":[64],"with":[65,114,145,194],"color":[66,78,96],"distribution":[67,97],"normalization":[68],"(CICD)":[69],"method":[70],"for":[71,80],"remote":[72,226],"detection.":[75],"In":[76],"CICD,":[77],"alignment":[79],"bitemporal":[81,90,119,142],"image":[82],"is":[83],"designed":[84],"to":[85,92,154,209],"leverage":[86],"channel":[87,180],"statistics":[88],"smoothly":[93],"align":[94],"differences.":[98],"Subsequently,":[99],"after":[100],"refining":[101],"granularity":[103],"of":[104,128,203,213],"multiscale":[105],"features":[106,169],"extracted":[107],"backbone":[110],"using":[111,172],"learnable":[112],"weights":[113,193,206],"varying":[115,195],"preferences.":[116,197],"The":[117,167],"proposed":[118,174],"complementary":[120],"cross-injection":[122],"enhances":[123],"semantic":[124],"temporal":[126],"understanding":[127],"genuine":[129],"regions":[131],"cross-injecting":[133],"spatial-layout":[134],"detailed":[137],"into":[139],"refined":[141],"features.":[143],"Q-mapping":[144],"fixed":[146,204],"anchor":[147],"attention":[149],"temperature":[150],"scaling":[151],"are":[152,170],"employed":[153],"query":[156],"redundancy":[157],"smooth":[159],"out":[160],"cross-attention":[161],"issues":[162],"during":[163],"injection.":[166],"resulting":[168],"processed":[171],"our":[173],"multidirectional":[175],"perception,":[177],"which":[178],"facilitates":[179],"separation":[181],"enables":[183],"independent":[184],"prediction":[186],"across":[187],"different":[188],"channels":[189],"applying":[191],"perceptual":[192],"shape":[196,205],"This":[198],"approach":[199,216],"overcomes":[200],"limitations":[202],"that":[207],"lead":[208],"singular":[211],"perception":[212],"changes.":[214],"Our":[215],"outperforms":[217],"nine":[218],"state-of-the-art":[219],"three":[222],"widely":[223],"used":[224],"high-resolution":[225],"datasets.":[230]},"counts_by_year":[{"year":2025,"cited_by_count":12}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}