{"id":"https://openalex.org/W4386457042","doi":"https://doi.org/10.3390/rs15184370","title":"Multiband Image Fusion via Regularization on a Riemannian Submanifold","display_name":"Multiband Image Fusion via Regularization on a Riemannian Submanifold","publication_year":2023,"publication_date":"2023-09-05","ids":{"openalex":"https://openalex.org/W4386457042","doi":"https://doi.org/10.3390/rs15184370"},"language":"en","primary_location":{"id":"doi:10.3390/rs15184370","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/rs15184370","pdf_url":"https://www.mdpi.com/2072-4292/15/18/4370/pdf?version=1693917664","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/15/18/4370/pdf?version=1693917664","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103271991","display_name":"Han Pan","orcid":"https://orcid.org/0000-0003-1574-3213"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Han Pan","raw_affiliation_strings":["School of Aeronautics and Astronautics, Shanghai Jiao Tong University, Shanghai 200240, China"],"affiliations":[{"raw_affiliation_string":"School of Aeronautics and Astronautics, Shanghai Jiao Tong University, Shanghai 200240, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032543777","display_name":"Zhongliang Jing","orcid":"https://orcid.org/0000-0003-1759-8785"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhongliang Jing","raw_affiliation_strings":["School of Aeronautics and Astronautics, Shanghai Jiao Tong University, Shanghai 200240, China"],"affiliations":[{"raw_affiliation_string":"School of Aeronautics and Astronautics, Shanghai Jiao Tong University, Shanghai 200240, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061884304","display_name":"Henry Leung","orcid":"https://orcid.org/0000-0002-5984-107X"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Henry Leung","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Calgary, Calgary, AB T2N 1N4, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Calgary, Calgary, AB T2N 1N4, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084909261","display_name":"Pai Peng","orcid":"https://orcid.org/0000-0002-7790-6025"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pai Peng","raw_affiliation_strings":["School of Aeronautics and Astronautics, Shanghai Jiao Tong University, Shanghai 200240, China"],"affiliations":[{"raw_affiliation_string":"School of Aeronautics and Astronautics, Shanghai Jiao Tong University, Shanghai 200240, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018388825","display_name":"Hao Zhang","orcid":"https://orcid.org/0000-0001-5467-3428"},"institutions":[{"id":"https://openalex.org/I4210129465","display_name":"Wuhan Ship Development & Design Institute","ror":"https://ror.org/02mcdae06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210129465"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Zhang","raw_affiliation_strings":["Wuhan Second Ship Design and Research Institute, Wuhan 430010, China"],"affiliations":[{"raw_affiliation_string":"Wuhan Second Ship Design and Research Institute, Wuhan 430010, China","institution_ids":["https://openalex.org/I4210129465"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5032543777"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.1567,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.50275695,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"15","issue":"18","first_page":"4370","last_page":"4370"},"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":0.9993000030517578,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9979000091552734,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/panchromatic-film","display_name":"Panchromatic film","score":0.9326716661453247},{"id":"https://openalex.org/keywords/multispectral-image","display_name":"Multispectral image","score":0.7531188726425171},{"id":"https://openalex.org/keywords/submanifold","display_name":"Submanifold","score":0.730309247970581},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.5864160060882568},{"id":"https://openalex.org/keywords/image-fusion","display_name":"Image fusion","score":0.5786858201026917},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.5406768321990967},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5193384885787964},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.49975156784057617},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49283742904663086},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.43784111738204956},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4119282364845276},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.40957915782928467},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3736889958381653},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3277927041053772},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.09651356935501099}],"concepts":[{"id":"https://openalex.org/C107445234","wikidata":"https://www.wikidata.org/wiki/Q280995","display_name":"Panchromatic film","level":3,"score":0.9326716661453247},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.7531188726425171},{"id":"https://openalex.org/C151300846","wikidata":"https://www.wikidata.org/wiki/Q125539","display_name":"Submanifold","level":2,"score":0.730309247970581},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.5864160060882568},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.5786858201026917},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.5406768321990967},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5193384885787964},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.49975156784057617},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49283742904663086},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.43784111738204956},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4119282364845276},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.40957915782928467},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3736889958381653},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3277927041053772},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.09651356935501099},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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":3,"locations":[{"id":"doi:10.3390/rs15184370","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/rs15184370","pdf_url":"https://www.mdpi.com/2072-4292/15/18/4370/pdf?version=1693917664","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e2c31d214d1641c0943f9542d0355033","is_oa":true,"landing_page_url":"https://doaj.org/article/e2c31d214d1641c0943f9542d0355033","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":"Remote Sensing, Vol 15, Iss 18, p 4370 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/15/18/4370/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs15184370","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs15184370","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/rs15184370","pdf_url":"https://www.mdpi.com/2072-4292/15/18/4370/pdf?version=1693917664","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals","score":0.4300000071525574}],"awards":[{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2376276132","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G2417834588","display_name":null,"funder_award_id":"61673262","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2870525900","display_name":null,"funder_award_id":"Wuhan","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3475885988","display_name":null,"funder_award_id":"61603249","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3786745975","display_name":null,"funder_award_id":"Wuhan","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G4425582865","display_name":null,"funder_award_id":"6167326","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8951484681","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4386457042.pdf","grobid_xml":"https://content.openalex.org/works/W4386457042.grobid-xml"},"referenced_works_count":66,"referenced_works":["https://openalex.org/W1553305639","https://openalex.org/W1799163428","https://openalex.org/W1980110630","https://openalex.org/W1986629820","https://openalex.org/W1990231296","https://openalex.org/W2001800591","https://openalex.org/W2021046129","https://openalex.org/W2042182457","https://openalex.org/W2053081714","https://openalex.org/W2058078260","https://openalex.org/W2074126754","https://openalex.org/W2084252873","https://openalex.org/W2084778007","https://openalex.org/W2085313846","https://openalex.org/W2088538848","https://openalex.org/W2097259623","https://openalex.org/W2098760944","https://openalex.org/W2109565719","https://openalex.org/W2110662303","https://openalex.org/W2114424556","https://openalex.org/W2123046940","https://openalex.org/W2124743705","https://openalex.org/W2157321686","https://openalex.org/W2158027388","https://openalex.org/W2162842940","https://openalex.org/W2163677711","https://openalex.org/W2163886442","https://openalex.org/W2171108951","https://openalex.org/W2171845746","https://openalex.org/W2172185514","https://openalex.org/W2180180824","https://openalex.org/W2194818953","https://openalex.org/W2242399395","https://openalex.org/W2323104748","https://openalex.org/W2327302159","https://openalex.org/W2336309239","https://openalex.org/W2558072172","https://openalex.org/W2625894731","https://openalex.org/W2748530166","https://openalex.org/W2765749804","https://openalex.org/W2775526779","https://openalex.org/W2792142731","https://openalex.org/W2794048225","https://openalex.org/W2798016471","https://openalex.org/W2803825432","https://openalex.org/W2804744787","https://openalex.org/W2910457605","https://openalex.org/W2953478519","https://openalex.org/W2963442801","https://openalex.org/W3013082057","https://openalex.org/W3027778336","https://openalex.org/W3048794210","https://openalex.org/W3099844221","https://openalex.org/W3102912004","https://openalex.org/W3104960002","https://openalex.org/W3202568050","https://openalex.org/W3207530920","https://openalex.org/W3217417870","https://openalex.org/W4205293427","https://openalex.org/W4213414598","https://openalex.org/W4226469049","https://openalex.org/W4233760599","https://openalex.org/W4323539420","https://openalex.org/W6640345655","https://openalex.org/W6685078114","https://openalex.org/W6804084290"],"related_works":["https://openalex.org/W2158394102","https://openalex.org/W1930929277","https://openalex.org/W2361746014","https://openalex.org/W1502637513","https://openalex.org/W2124952510","https://openalex.org/W2375311607","https://openalex.org/W2022261651","https://openalex.org/W4285005667","https://openalex.org/W2950729865","https://openalex.org/W2565514930"],"abstract_inverted_index":{"Multiband":[0],"image":[1,46,128,135,143],"fusion":[2,47,129,136,154,161],"aims":[3],"to":[4,26,51,83,158],"generate":[5],"high":[6],"spatial":[7],"resolution":[8],"hyperspectral":[9,132],"images":[10,21],"by":[11,67,108],"combining":[12],"hyperspectral,":[13,139],"multispectral":[14,140],"or":[15],"panchromatic":[16,134,142],"images.":[17],"However,":[18],"fusing":[19],"multiband":[20,45,62,127],"remains":[22],"a":[23,61],"challenge":[24],"due":[25],"the":[27,32,53,68,85,89,92,109,120],"identifiability":[28],"and":[29,38,56,74,133,137,141],"tracking":[30],"of":[31,60,88,97,119],"underlying":[33],"subspace":[34,90],"across":[35],"varying":[36],"modalities":[37],"resolutions.":[39],"In":[40],"this":[41],"paper,":[42],"an":[43],"efficient":[44],"model":[48],"is":[49,65,81,106,123],"proposed":[50,82,121],"investigate":[52],"latent":[54,86],"structures":[55,87],"intrinsic":[57],"physical":[58],"properties":[59],"image,":[63],"which":[64],"characterized":[66],"Riemannian":[69,103,111],"submanifold":[70,104],"regularization":[71,105],"method,":[72],"nonnegativity":[73],"sum-to-one":[75],"constraints.":[76],"An":[77],"alternating":[78,94],"minimization":[79],"scheme":[80],"recover":[84],"via":[91],"manifold":[93],"direction":[95],"method":[96,113,122,151],"multipliers":[98],"(MADMM).":[99],"The":[100,117,145],"subproblem":[101],"with":[102,114,156],"tackled":[107],"projected":[110],"trust-region":[112],"guaranteed":[115],"convergence.":[116],"effectiveness":[118],"demonstrated":[124],"on":[125],"two":[126],"problems:":[130],"(1)":[131],"(2)":[138],"fusion.":[144],"experimental":[146],"results":[147],"confirm":[148],"that":[149],"our":[150],"demonstrates":[152],"superior":[153],"performance":[155],"respect":[157],"competitive":[159],"state-of-the-art":[160],"methods.":[162]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-19T08:26:33.389920","created_date":"2025-10-10T00:00:00"}
