{"id":"https://openalex.org/W4415569659","doi":"https://doi.org/10.1016/j.patcog.2025.112648","title":"Enhancing VMamba for change detection via lightweight feature interaction and selection","display_name":"Enhancing VMamba for change detection via lightweight feature interaction and selection","publication_year":2025,"publication_date":"2025-10-27","ids":{"openalex":"https://openalex.org/W4415569659","doi":"https://doi.org/10.1016/j.patcog.2025.112648"},"language":"en","primary_location":{"id":"doi:10.1016/j.patcog.2025.112648","doi":"https://doi.org/10.1016/j.patcog.2025.112648","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.patcog.2025.112648","pdf_url":null,"source":{"id":"https://openalex.org/S414566","display_name":"Pattern Recognition","issn_l":"0031-3203","issn":["0031-3203","1873-5142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-b","cwts-core","dongbi-b","jufo-3","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Pattern Recognition","raw_type":"journal-article"},"volume":null,"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/A5110948134","display_name":"Mingwei Zhang","orcid":"https://orcid.org/0009-0000-2533-0899","observed_orcids":["https://orcid.org/0009-0000-2533-0899"]},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingwei Zhang","raw_affiliation_strings":["the School of Artificial Intelligence, Optics and Electronics, Northwestern Polytechnical University, Xi\u2019an, 710072, China","the School of Computer Science, Northwestern Polytechnical University, Xi\u2019an, 710072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"the School of Artificial Intelligence, Optics and Electronics, Northwestern Polytechnical University, Xi\u2019an, 710072, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"the School of Computer Science, Northwestern Polytechnical University, Xi\u2019an, 710072, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068720992","display_name":"Yuan Jiang","orcid":"https://orcid.org/0000-0001-6409-9159","observed_orcids":["https://orcid.org/0000-0001-6409-9159","https://orcid.org/0009-0004-9561-6306"]},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Jiang","raw_affiliation_strings":["the School of Artificial Intelligence, Optics and Electronics, Northwestern Polytechnical University, Xi\u2019an, 710072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"the School of Artificial Intelligence, Optics and Electronics, Northwestern Polytechnical University, Xi\u2019an, 710072, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100341321","display_name":"Qi Wang","orcid":"https://orcid.org/0000-0002-7028-4956","observed_orcids":["https://orcid.org/0000-0002-7028-4956","https://orcid.org/0000-0002-6269-0196","https://orcid.org/0009-0005-8281-0019"]},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qi Wang","raw_affiliation_strings":["the School of Artificial Intelligence, Optics and Electronics, Northwestern Polytechnical University, Xi\u2019an, 710072, China"],"raw_orcid":"https://orcid.org/0000-0002-7028-4956","affiliations":[{"raw_affiliation_string":"the School of Artificial Intelligence, Optics and Electronics, Northwestern Polytechnical University, Xi\u2019an, 710072, China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100341321"],"corresponding_institution_ids":["https://openalex.org/I17145004"],"apc_list":{"value":2590,"currency":"USD","value_usd":2590},"apc_paid":null,"fwci":2.1432,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.88425723,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"172","issue":null,"first_page":"112648","last_page":"112648"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9994999766349792,"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":0.9994999766349792,"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/T10036","display_name":"Advanced Neural Network Applications","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13890","display_name":"Remote Sensing and Land Use","score":0.0,"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/change-detection","display_name":"change detection","score":0.8399999737739563},{"id":"https://openalex.org/keywords/vmamba","display_name":"VMamba","score":0.8859999775886536},{"id":"https://openalex.org/keywords/visual-state-space-model","display_name":"visual state space model","score":0.9390000104904175},{"id":"https://openalex.org/keywords/bi-temporal-images","display_name":"bi-temporal images","score":0.8370000123977661},{"id":"https://openalex.org/keywords/domain-gap","display_name":"domain gap","score":0.7829999923706055},{"id":"https://openalex.org/keywords/siamese-network","display_name":"Siamese network","score":0.7580000162124634},{"id":"https://openalex.org/keywords/feature-interaction","display_name":"feature interaction","score":0.746999979019165},{"id":"https://openalex.org/keywords/lightweight-models","display_name":"lightweight models","score":0.5550000071525574},{"id":"https://openalex.org/keywords/remote-sensing-imagery","display_name":"remote sensing images","score":0.7300000190734863},{"id":"https://openalex.org/keywords/building-change-detection","display_name":"building change detection","score":0.9399999976158142},{"id":"https://openalex.org/keywords/binary-change-detection","display_name":"binary change detection","score":0.6919999718666077}],"concepts":[{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.8539999723434448},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.8366000056266785},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7572000026702881},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.64410001039505},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5777000188827515},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.538100004196167},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5105000138282776},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5029000043869019},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4812999963760376},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.43630000948905945},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.43470001220703125},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.430400013923645},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.42980000376701355},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.3930000066757202},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3465999960899353},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.3441999852657318},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.33000001311302185},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32899999618530273},{"id":"https://openalex.org/C87335442","wikidata":"https://www.wikidata.org/wiki/Q2494345","display_name":"Local binary patterns","level":4,"score":0.3262999951839447},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.29989999532699585},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.28459998965263367},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.28439998626708984},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.2766000032424927},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.27649998664855957},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.2705000042915344},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.26910001039505005},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2556000053882599}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.patcog.2025.112648","doi":"https://doi.org/10.1016/j.patcog.2025.112648","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.patcog.2025.112648","pdf_url":null,"source":{"id":"https://openalex.org/S414566","display_name":"Pattern Recognition","issn_l":"0031-3203","issn":["0031-3203","1873-5142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","ccf-b","cwts-core","dongbi-b","jufo-3","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Pattern Recognition","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1964179093","display_name":null,"funder_award_id":"U21B2041","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5992145127","display_name":null,"funder_award_id":"62471394","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2038855804","https://openalex.org/W2074597716","https://openalex.org/W2908320224","https://openalex.org/W3027225766","https://openalex.org/W3184566187","https://openalex.org/W3195032332","https://openalex.org/W4224212608","https://openalex.org/W4226087081","https://openalex.org/W4320169083","https://openalex.org/W4387158170","https://openalex.org/W4394977181","https://openalex.org/W4405096695","https://openalex.org/W4405355780","https://openalex.org/W4405747181","https://openalex.org/W4409262544","https://openalex.org/W4413740959"],"related_works":["https://openalex.org/W7151560852","https://openalex.org/W4393377653","https://openalex.org/W4409311474","https://openalex.org/W4404480069","https://openalex.org/W7214219251","https://openalex.org/W7161167111","https://openalex.org/W7104039795","https://openalex.org/W4410721208","https://openalex.org/W4409262544","https://openalex.org/W7204641718"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":6}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2025-10-28T00:00:00"}
