{"id":"https://openalex.org/W4404139509","doi":"https://doi.org/10.3390/rs16224152","title":"Satellite Image Restoration via an Adaptive QWNNM Model","display_name":"Satellite Image Restoration via an Adaptive QWNNM Model","publication_year":2024,"publication_date":"2024-11-07","ids":{"openalex":"https://openalex.org/W4404139509","doi":"https://doi.org/10.3390/rs16224152"},"language":"en","primary_location":{"id":"doi:10.3390/rs16224152","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16224152","pdf_url":null,"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://doi.org/10.3390/rs16224152","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045954262","display_name":"Xudong Xu","orcid":"https://orcid.org/0009-0005-6492-0812"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xudong Xu","raw_affiliation_strings":["Interdisciplinary Data Mining Group, School of Mathematics, Shandong University, Jinan 250100, China"],"affiliations":[{"raw_affiliation_string":"Interdisciplinary Data Mining Group, School of Mathematics, Shandong University, Jinan 250100, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100393609","display_name":"Zhihua Zhang","orcid":"https://orcid.org/0000-0002-6449-4332"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhihua Zhang","raw_affiliation_strings":["Interdisciplinary Data Mining Group, School of Mathematics, Shandong University, Jinan 250100, China"],"affiliations":[{"raw_affiliation_string":"Interdisciplinary Data Mining Group, School of Mathematics, Shandong University, Jinan 250100, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061647269","display_name":"M. James C. Crabbe","orcid":"https://orcid.org/0000-0003-3609-1963"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"M. James C. Crabbe","raw_affiliation_strings":["Wolfson College, Oxford University, Oxford OX2 6UD, UK"],"affiliations":[{"raw_affiliation_string":"Wolfson College, Oxford University, Oxford OX2 6UD, UK","institution_ids":["https://openalex.org/I40120149"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100393609"],"corresponding_institution_ids":["https://openalex.org/I154099455"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":0.2469,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.54832487,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"16","issue":"22","first_page":"4152","last_page":"4152"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9994000196456909,"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/T11659","display_name":"Advanced Image Fusion Techniques","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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9980999827384949,"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/remote-sensing","display_name":"Remote sensing","score":0.6426419019699097},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.5191251635551453},{"id":"https://openalex.org/keywords/satellite-image","display_name":"Satellite image","score":0.42915529012680054},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3707781434059143},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.36118409037590027},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.33721059560775757},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.07941320538520813}],"concepts":[{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6426419019699097},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5191251635551453},{"id":"https://openalex.org/C2985301230","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite image","level":3,"score":0.42915529012680054},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3707781434059143},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.36118409037590027},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.33721059560775757},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.07941320538520813},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/rs16224152","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16224152","pdf_url":null,"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:669c9b7eb0b94eb7b5bdef9cbb9f00a3","is_oa":true,"landing_page_url":"https://doaj.org/article/669c9b7eb0b94eb7b5bdef9cbb9f00a3","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 16, Iss 22, p 4152 (2024)","raw_type":"article"},{"id":"pmh:oai:ora.ox.ac.uk:uuid:2f28562d-278d-4cb9-9b63-1c9ecd518f7d","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402636","display_name":"Oxford University Research Archive (ORA) (University of Oxford)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40120149","host_organization_name":"University of Oxford","host_organization_lineage":["https://openalex.org/I40120149"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Jisc Publications Router","raw_type":"http://purl.org/coar/resource_type/c_dcae04bc"},{"id":"pmh:oai:uobrep.openrepository.com:10547/626728","is_oa":true,"landing_page_url":"http://hdl.handle.net/10547/626728","pdf_url":null,"source":{"id":"https://openalex.org/S4306400178","display_name":"University of Bedfordshire Repository (University of Bedfordshire)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I147554453","host_organization_name":"University of Bedfordshire","host_organization_lineage":["https://openalex.org/I147554453"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":{"id":"doi:10.3390/rs16224152","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16224152","pdf_url":null,"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/11","display_name":"Sustainable cities and communities","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W282757658","https://openalex.org/W1941358455","https://openalex.org/W1963865224","https://openalex.org/W1980038761","https://openalex.org/W1989550328","https://openalex.org/W2033772417","https://openalex.org/W2040336387","https://openalex.org/W2052680559","https://openalex.org/W2056370875","https://openalex.org/W2103972604","https://openalex.org/W2109952872","https://openalex.org/W2121713720","https://openalex.org/W2124608575","https://openalex.org/W2127218421","https://openalex.org/W2133665775","https://openalex.org/W2134332047","https://openalex.org/W2135187880","https://openalex.org/W2141983208","https://openalex.org/W2145023731","https://openalex.org/W2145962650","https://openalex.org/W2162692770","https://openalex.org/W2165505128","https://openalex.org/W2325668796","https://openalex.org/W2505029951","https://openalex.org/W2594112328","https://openalex.org/W2613645387","https://openalex.org/W2804891234","https://openalex.org/W2887120790","https://openalex.org/W2891878684","https://openalex.org/W2907824752","https://openalex.org/W2953126878","https://openalex.org/W2958043260","https://openalex.org/W2971129748","https://openalex.org/W3006513159","https://openalex.org/W3042488732","https://openalex.org/W3099892526","https://openalex.org/W3163922359","https://openalex.org/W3217615765","https://openalex.org/W4220994603","https://openalex.org/W4226161287","https://openalex.org/W4285288115","https://openalex.org/W4319943397","https://openalex.org/W4322763813","https://openalex.org/W4367293029","https://openalex.org/W4390204212","https://openalex.org/W4401666634","https://openalex.org/W4402438024","https://openalex.org/W4402512887","https://openalex.org/W7019030960"],"related_works":["https://openalex.org/W2324615561","https://openalex.org/W2086120259","https://openalex.org/W2245170124","https://openalex.org/W2076393078","https://openalex.org/W3186982001","https://openalex.org/W1984402782","https://openalex.org/W2013329914","https://openalex.org/W2392383081","https://openalex.org/W1618102658","https://openalex.org/W2371380944"],"abstract_inverted_index":{"Due":[0],"to":[1,84],"channel":[2],"noise":[3,65],"and":[4,14,16,43,55,76,102,119,139],"random":[5],"atmospheric":[6],"turbulence,":[7],"retrieved":[8],"satellite":[9,49,142],"images":[10],"are":[11],"always":[12],"distorted":[13],"degraded":[15],"so":[17],"require":[18],"further":[19],"restoration":[20,54,144],"before":[21],"use":[22],"in":[23,107,146],"various":[24],"applications.":[25],"The":[26],"latest":[27],"quaternion-based":[28],"weighted":[29],"nuclear":[30],"norm":[31],"minimization":[32],"(QWNNM)":[33],"model,":[34],"which":[35],"utilizes":[36],"the":[37,44,58,62,70,78,128,135],"idea":[38],"of":[39,47,64,72,80,99,130],"low-rank":[40],"matrix":[41],"approximation":[42],"quaternion":[45],"representation":[46],"multi-channel":[48],"images,":[50],"can":[51],"achieve":[52],"image":[53,74,143],"enhancement.":[56],"However,":[57],"QWNNM":[59,111,132,137],"model":[60,138],"ignores":[61],"impact":[63],"on":[66],"similarity":[67],"measurement,":[68],"lacks":[69],"utilization":[71],"residual":[73,100],"information,":[75],"fixes":[77],"number":[79],"iterations.":[81],"In":[82],"order":[83],"address":[85],"these":[86],"drawbacks,":[87],"we":[88],"propose":[89],"three":[90],"adaptive":[91,93,97,103,110,131],"strategies:":[92],"noise-resilient":[94],"block":[95],"matching,":[96],"feedback":[98],"image,":[101],"iteration":[104],"stopping":[105],"criterion":[106],"a":[108],"new":[109],"model.":[112],"Both":[113],"simulation":[114],"experiments":[115,122],"with":[116,123],"known":[117],"noise/blurring":[118,125],"real":[120],"environment":[121],"unknown":[124],"demonstrated":[126],"that":[127],"effectiveness":[129],"models":[133,145],"outperformed":[134],"original":[136],"other":[140],"state-of-the-art":[141],"very":[147],"different":[148],"technique":[149],"approaches.":[150]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
