{"id":"https://openalex.org/W4417451717","doi":"https://doi.org/10.1007/s10489-025-07034-8","title":"A hybrid CNN-transformer network with difference enhancement and frequency fusion for remote sensing image change detection","display_name":"A hybrid CNN-transformer network with difference enhancement and frequency fusion for remote sensing image change detection","publication_year":2025,"publication_date":"2025-12-18","ids":{"openalex":"https://openalex.org/W4417451717","doi":"https://doi.org/10.1007/s10489-025-07034-8"},"language":"en","primary_location":{"id":"doi:10.1007/s10489-025-07034-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-025-07034-8","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","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/A5069895601","display_name":"Meiru Wang","orcid":"https://orcid.org/0000-0002-5239-6188"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Meiru Wang","raw_affiliation_strings":["School of Computer Science and Engineering, Shandong University of Science and Technology, 579 Qianwangang Road, Qingdao, 266590, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Shandong University of Science and Technology, 579 Qianwangang Road, Qingdao, 266590, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090286520","display_name":"Sheng Fang","orcid":"https://orcid.org/0009-0002-1078-2184"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sheng Fang","raw_affiliation_strings":["School of Computer Science and Engineering, Shandong University of Science and Technology, 579 Qianwangang Road, Qingdao, 266590, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Shandong University of Science and Technology, 579 Qianwangang Road, Qingdao, 266590, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101668908","display_name":"Yunfan Li","orcid":"https://orcid.org/0009-0005-8256-4866"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunfan Li","raw_affiliation_strings":["School of Computer Science and Engineering, Shandong University of Science and Technology, 579 Qianwangang Road, Qingdao, 266590, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Shandong University of Science and Technology, 579 Qianwangang Road, Qingdao, 266590, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074746025","display_name":"Xingli Zhang","orcid":"https://orcid.org/0000-0002-7115-6745"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingli Zhang","raw_affiliation_strings":["School of Computer Science and Engineering, Shandong University of Science and Technology, 579 Qianwangang Road, Qingdao, 266590, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Shandong University of Science and Technology, 579 Qianwangang Road, Qingdao, 266590, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100356610","display_name":"Zhe Li","orcid":"https://orcid.org/0000-0001-7579-7702"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhe Li","raw_affiliation_strings":["School of Computer Science and Engineering, Shandong University of Science and Technology, 579 Qianwangang Road, Qingdao, 266590, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Shandong University of Science and Technology, 579 Qianwangang Road, Qingdao, 266590, China","institution_ids":["https://openalex.org/I80143920"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5069895601"],"corresponding_institution_ids":["https://openalex.org/I80143920"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.54421739,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"56","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9955999851226807,"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":0.9955999851226807,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.0013000000035390258,"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"}},{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.00039999998989515007,"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/benchmark","display_name":"Benchmark (surveying)","score":0.5604000091552734},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.5310999751091003},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5259000062942505},{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.5249000191688538},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.49570000171661377},{"id":"https://openalex.org/keywords/limiting","display_name":"Limiting","score":0.4456000030040741},{"id":"https://openalex.org/keywords/image-fusion","display_name":"Image fusion","score":0.4397999942302704},{"id":"https://openalex.org/keywords/fusion-mechanism","display_name":"Fusion mechanism","score":0.43880000710487366}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8657000064849854},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5604000091552734},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5394999980926514},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5310999751091003},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5259000062942505},{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.5249000191688538},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.49570000171661377},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.4456000030040741},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.4397999942302704},{"id":"https://openalex.org/C173414695","wikidata":"https://www.wikidata.org/wiki/Q5510276","display_name":"Fusion mechanism","level":4,"score":0.43880000710487366},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4059000015258789},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37619999051094055},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.35589998960494995},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.35179999470710754},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.34940001368522644},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3479999899864197},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.34369999170303345},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.34299999475479126},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.3303999900817871},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3255000114440918},{"id":"https://openalex.org/C183365957","wikidata":"https://www.wikidata.org/wiki/Q17140402","display_name":"Remote sensing application","level":3,"score":0.2872999906539917},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.27639999985694885},{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.27480000257492065},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.259799987077713}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10489-025-07034-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-025-07034-8","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2026665610","https://openalex.org/W2144552105","https://openalex.org/W2194775991","https://openalex.org/W2245000483","https://openalex.org/W2314745469","https://openalex.org/W2805152403","https://openalex.org/W2891248708","https://openalex.org/W2908320224","https://openalex.org/W2912961521","https://openalex.org/W2916798096","https://openalex.org/W2962914239","https://openalex.org/W2979826702","https://openalex.org/W3004369358","https://openalex.org/W3027225766","https://openalex.org/W3031015423","https://openalex.org/W3034552520","https://openalex.org/W3035511673","https://openalex.org/W3096609285","https://openalex.org/W3120467244","https://openalex.org/W3121523901","https://openalex.org/W3130754787","https://openalex.org/W3131500599","https://openalex.org/W3162977387","https://openalex.org/W3176330035","https://openalex.org/W3180045188","https://openalex.org/W3182257909","https://openalex.org/W3209395768","https://openalex.org/W4212897988","https://openalex.org/W4212993722","https://openalex.org/W4226022474","https://openalex.org/W4226228401","https://openalex.org/W4226305459","https://openalex.org/W4226361741","https://openalex.org/W4312549298","https://openalex.org/W4313444075","https://openalex.org/W4318767292","https://openalex.org/W4319865968","https://openalex.org/W4368232711","https://openalex.org/W4382657761","https://openalex.org/W4389722524","https://openalex.org/W4389890877","https://openalex.org/W4390357612","https://openalex.org/W4391468033","https://openalex.org/W4391582680","https://openalex.org/W4391953503","https://openalex.org/W4392309229","https://openalex.org/W4392945064","https://openalex.org/W4400188428","https://openalex.org/W4401210477","https://openalex.org/W4401328667","https://openalex.org/W4401358015","https://openalex.org/W4402436631","https://openalex.org/W4404688128","https://openalex.org/W4407900625","https://openalex.org/W4407949890","https://openalex.org/W4410341661","https://openalex.org/W4410986578","https://openalex.org/W4411047251","https://openalex.org/W4412624331","https://openalex.org/W4415194827"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-12-19T00:38:21.732688","created_date":"2025-12-18T00:00:00"}
