{"id":"https://openalex.org/W2032275874","doi":"https://doi.org/10.1109/tsmcb.2012.2198810","title":"Adjustable Model-Based Fusion Method for Multispectral and Panchromatic Images","display_name":"Adjustable Model-Based Fusion Method for Multispectral and Panchromatic Images","publication_year":2012,"publication_date":"2012-06-20","ids":{"openalex":"https://openalex.org/W2032275874","doi":"https://doi.org/10.1109/tsmcb.2012.2198810","mag":"2032275874","pmid":"https://pubmed.ncbi.nlm.nih.gov/22736648"},"language":"en","primary_location":{"id":"doi:10.1109/tsmcb.2012.2198810","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmcb.2012.2198810","pdf_url":null,"source":{"id":"https://openalex.org/S4210170378","display_name":"IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)","issn_l":"1083-4419","issn":["1083-4419","1941-0492"],"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 Systems, Man, and Cybernetics, Part B (Cybernetics)","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5101850921","display_name":"Liangpei Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liangpei Zhang","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing, Wuhan University, Wuhan 430079, China. zlp62@lmars.whu.edu.cn","State Key Lab. of Inf. Eng. in Surveying, Mapping & Remote Sensing, Wuhan Univ., Wuhan, , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing, Wuhan University, Wuhan 430079, China. zlp62@lmars.whu.edu.cn","institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210118728"]},{"raw_affiliation_string":"State Key Lab. of Inf. Eng. in Surveying, Mapping & Remote Sensing, Wuhan Univ., Wuhan, , China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114374395","display_name":"Huanfeng Shen","orcid":"https://orcid.org/0000-0002-4140-1869"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huanfeng Shen","raw_affiliation_strings":["School of Resource and Environmental Science, Wuhan University of China, Wuhan, China","Sch. of Resource & Environ. Sci., Wuhan Univ., Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Resource and Environmental Science, Wuhan University of China, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"Sch. of Resource & Environ. Sci., Wuhan Univ., Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100650782","display_name":"Wei Gong","orcid":"https://orcid.org/0000-0002-2276-8024"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Gong","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing, Wuhan University of China, Wuhan, China","State Key Lab. of Inf. Eng. in Surveying, Mapping & Remote Sensing, Wuhan Univ., Wuhan, , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing, Wuhan University of China, Wuhan, China","institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210118728"]},{"raw_affiliation_string":"State Key Lab. of Inf. Eng. in Surveying, Mapping & Remote Sensing, Wuhan Univ., Wuhan, , China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100385579","display_name":"Hongyan Zhang","orcid":"https://orcid.org/0000-0002-7894-5755"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongyan Zhang","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing, Wuhan University of China, Wuhan, China","State Key Lab. of Inf. Eng. in Surveying, Mapping & Remote Sensing, Wuhan Univ., Wuhan, , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping, and Remote Sensing, Wuhan University of China, Wuhan, China","institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210118728"]},{"raw_affiliation_string":"State Key Lab. of Inf. Eng. in Surveying, Mapping & Remote Sensing, Wuhan Univ., Wuhan, , China","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":14.7908,"has_fulltext":false,"cited_by_count":148,"citation_normalized_percentile":{"value":0.98933059,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"42","issue":"6","first_page":"1693","last_page":"1704"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","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/T11659","display_name":"Advanced Image Fusion Techniques","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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9976000189781189,"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/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"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/panchromatic-film","display_name":"Panchromatic film","score":0.9878181219100952},{"id":"https://openalex.org/keywords/multispectral-image","display_name":"Multispectral image","score":0.8523918986320496},{"id":"https://openalex.org/keywords/image-fusion","display_name":"Image fusion","score":0.6546347141265869},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.6413446664810181},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6053603291511536},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.5523107647895813},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5290833115577698},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.5067189335823059},{"id":"https://openalex.org/keywords/maximum-a-posteriori-estimation","display_name":"Maximum a posteriori estimation","score":0.4615021347999573},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.45224061608314514},{"id":"https://openalex.org/keywords/inverse-problem","display_name":"Inverse problem","score":0.4194389283657074},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.41914334893226624},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3601765036582947},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2490248680114746},{"id":"https://openalex.org/keywords/maximum-likelihood","display_name":"Maximum likelihood","score":0.13160598278045654},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07999026775360107}],"concepts":[{"id":"https://openalex.org/C107445234","wikidata":"https://www.wikidata.org/wiki/Q280995","display_name":"Panchromatic film","level":3,"score":0.9878181219100952},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.8523918986320496},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.6546347141265869},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.6413446664810181},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6053603291511536},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.5523107647895813},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5290833115577698},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5067189335823059},{"id":"https://openalex.org/C9810830","wikidata":"https://www.wikidata.org/wiki/Q635384","display_name":"Maximum a posteriori estimation","level":3,"score":0.4615021347999573},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.45224061608314514},{"id":"https://openalex.org/C135252773","wikidata":"https://www.wikidata.org/wiki/Q1567213","display_name":"Inverse problem","level":2,"score":0.4194389283657074},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.41914334893226624},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3601765036582947},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2490248680114746},{"id":"https://openalex.org/C49781872","wikidata":"https://www.wikidata.org/wiki/Q1045555","display_name":"Maximum likelihood","level":2,"score":0.13160598278045654},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07999026775360107},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tsmcb.2012.2198810","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmcb.2012.2198810","pdf_url":null,"source":{"id":"https://openalex.org/S4210170378","display_name":"IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)","issn_l":"1083-4419","issn":["1083-4419","1941-0492"],"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 Systems, Man, and Cybernetics, Part B (Cybernetics)","raw_type":"journal-article"},{"id":"pmid:22736648","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/22736648","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on systems, man, and cybernetics. Part B, Cybernetics : a publication of the IEEE Systems, Man, and Cybernetics Society","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W1537032822","https://openalex.org/W1553305639","https://openalex.org/W1654063000","https://openalex.org/W2001800591","https://openalex.org/W2002780250","https://openalex.org/W2009820353","https://openalex.org/W2014128063","https://openalex.org/W2018170542","https://openalex.org/W2018560460","https://openalex.org/W2022400536","https://openalex.org/W2041320831","https://openalex.org/W2055536840","https://openalex.org/W2058452082","https://openalex.org/W2065757249","https://openalex.org/W2067042811","https://openalex.org/W2105090634","https://openalex.org/W2108665374","https://openalex.org/W2109047032","https://openalex.org/W2109484841","https://openalex.org/W2110652930","https://openalex.org/W2113181621","https://openalex.org/W2113426222","https://openalex.org/W2114113295","https://openalex.org/W2116796676","https://openalex.org/W2117146861","https://openalex.org/W2119302101","https://openalex.org/W2123046940","https://openalex.org/W2124743705","https://openalex.org/W2124952510","https://openalex.org/W2125325064","https://openalex.org/W2129953395","https://openalex.org/W2130759856","https://openalex.org/W2133597165","https://openalex.org/W2135081536","https://openalex.org/W2136401825","https://openalex.org/W2136596434","https://openalex.org/W2136905173","https://openalex.org/W2137155687","https://openalex.org/W2137893158","https://openalex.org/W2138714160","https://openalex.org/W2140580419","https://openalex.org/W2143838209","https://openalex.org/W2144948131","https://openalex.org/W2145105988","https://openalex.org/W2149720806","https://openalex.org/W2151437307","https://openalex.org/W2152993203","https://openalex.org/W2157375181","https://openalex.org/W2161420985","https://openalex.org/W2163677711","https://openalex.org/W2163803229","https://openalex.org/W2170042613","https://openalex.org/W2302265399","https://openalex.org/W4248080662","https://openalex.org/W6632021785","https://openalex.org/W6633088995","https://openalex.org/W6654675829","https://openalex.org/W6697828997","https://openalex.org/W7062217419"],"related_works":["https://openalex.org/W1930929277","https://openalex.org/W2158394102","https://openalex.org/W2361746014","https://openalex.org/W1502637513","https://openalex.org/W2124952510","https://openalex.org/W2375311607","https://openalex.org/W2022261651","https://openalex.org/W2565514930","https://openalex.org/W2143372509","https://openalex.org/W3007156798"],"abstract_inverted_index":{"In":[0,78],"this":[1,146],"paper,":[2],"an":[3],"adjustable":[4],"model-based":[5],"image":[6,38,42,58],"fusion":[7,133],"method":[8,119],"for":[9],"multispectral":[10],"(MS)":[11],"and":[12,35,111,125,128],"panchromatic":[13],"(PAN)":[14],"images":[15,28,34,70,127],"is":[16,50],"developed.":[17],"The":[18,45,117,139],"relationships":[19],"of":[20,57,108,114,145],"the":[21,30,54,66,91,103,106,112,143],"desired":[22],"high":[23],"spatial":[24,109],"resolution":[25],"(HR)":[26],"MS":[27,33,69],"to":[29,52,84,101,130],"observed":[31],"low-spatial-resolution":[32],"HR":[36,68],"PAN":[37],"are":[39,71,82],"formulated":[40],"with":[41],"observation":[43],"models.":[44],"maximum":[46],"a":[47,74],"posteriori":[48],"framework":[49],"employed":[51],"describe":[53],"inverse":[55],"problem":[56],"fusion.":[59],"By":[60],"choosing":[61],"particular":[62],"probability":[63],"density":[64],"functions,":[65],"fused":[67,93],"solved":[72],"using":[73,90,123,135],"gradient":[75],"descent":[76],"algorithm.":[77],"particular,":[79],"two":[80],"functions":[81],"defined":[83],"adaptively":[85],"determine":[86],"most":[87],"regularization":[88],"parameters":[89],"partially":[92],"results":[94,141],"at":[95],"each":[96],"iteration,":[97],"retaining":[98],"one":[99],"parameter":[100],"adjust":[102],"tradeoff":[104],"between":[105],"enhancement":[107],"information":[110],"maintenance":[113],"spectral":[115],"information.":[116],"proposed":[118],"has":[120],"been":[121],"tested":[122],"QuickBird":[124],"IKONOS":[126],"compared":[129],"several":[131],"known":[132],"methods":[134],"quantitative":[136],"evaluation":[137],"indices.":[138],"experimental":[140],"verify":[142],"efficacy":[144],"method.":[147]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":15},{"year":2018,"cited_by_count":15},{"year":2017,"cited_by_count":12},{"year":2016,"cited_by_count":17},{"year":2015,"cited_by_count":15},{"year":2014,"cited_by_count":12},{"year":2013,"cited_by_count":3}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}