{"id":"https://openalex.org/W2955111813","doi":"https://doi.org/10.3390/rs11131557","title":"A Multi-Scale Wavelet 3D-CNN for Hyperspectral Image Super-Resolution","display_name":"A Multi-Scale Wavelet 3D-CNN for Hyperspectral Image Super-Resolution","publication_year":2019,"publication_date":"2019-06-30","ids":{"openalex":"https://openalex.org/W2955111813","doi":"https://doi.org/10.3390/rs11131557","mag":"2955111813"},"language":"en","primary_location":{"id":"doi:10.3390/rs11131557","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11131557","pdf_url":"https://www.mdpi.com/2072-4292/11/13/1557/pdf?version=1562061157","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/2072-4292/11/13/1557/pdf?version=1562061157","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024727500","display_name":"Jingxiang Yang","orcid":"https://orcid.org/0000-0002-1234-0614"},"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"]},{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingxiang Yang","raw_affiliation_strings":["Research & Development Institute of Northwestern Polytechnical University in Shenzhen, Shenzhen 518057, China","School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing 210094, China"],"affiliations":[{"raw_affiliation_string":"Research & Development Institute of Northwestern Polytechnical University in Shenzhen, Shenzhen 518057, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing 210094, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073503029","display_name":"Yongqiang Zhao","orcid":"https://orcid.org/0000-0002-6974-7327"},"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":"Yong-Qiang Zhao","raw_affiliation_strings":["Research & Development Institute of Northwestern Polytechnical University in Shenzhen, Shenzhen 518057, China"],"affiliations":[{"raw_affiliation_string":"Research & Development Institute of Northwestern Polytechnical University in Shenzhen, Shenzhen 518057, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047379149","display_name":"Jonathan Cheung-Wai Chan","orcid":"https://orcid.org/0000-0002-3741-1124"},"institutions":[{"id":"https://openalex.org/I13469542","display_name":"Vrije Universiteit Brussel","ror":"https://ror.org/006e5kg04","country_code":"BE","type":"education","lineage":["https://openalex.org/I13469542"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Jonathan Cheung-Wai Chan","raw_affiliation_strings":["Department of Electronics and Informatics, Vrije Universiteit Brussel, Brussel 1050, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Informatics, Vrije Universiteit Brussel, Brussel 1050, Belgium","institution_ids":["https://openalex.org/I13469542"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101842342","display_name":"Liang Xiao","orcid":"https://orcid.org/0000-0001-6959-4343"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Xiao","raw_affiliation_strings":["School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing 210094, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing 210094, China","institution_ids":["https://openalex.org/I36399199"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5073503029"],"corresponding_institution_ids":["https://openalex.org/I17145004"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":6.3458,"has_fulltext":true,"cited_by_count":76,"citation_normalized_percentile":{"value":0.96729317,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"11","issue":"13","first_page":"1557","last_page":"1557"},"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9997000098228455,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9995999932289124,"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/wavelet","display_name":"Wavelet","score":0.7445714473724365},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7439551949501038},{"id":"https://openalex.org/keywords/subnet","display_name":"Subnet","score":0.6324559450149536},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.629790186882019},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6220732927322388},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5417374968528748},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5021915435791016},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.47737953066825867},{"id":"https://openalex.org/keywords/haar-wavelet","display_name":"Haar wavelet","score":0.4697178900241852},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4684702754020691},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.4654107391834259},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.41944125294685364},{"id":"https://openalex.org/keywords/stationary-wavelet-transform","display_name":"Stationary wavelet transform","score":0.4174419641494751},{"id":"https://openalex.org/keywords/discrete-wavelet-transform","display_name":"Discrete wavelet transform","score":0.4029102921485901},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3389638066291809}],"concepts":[{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.7445714473724365},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7439551949501038},{"id":"https://openalex.org/C21099817","wikidata":"https://www.wikidata.org/wiki/Q7631721","display_name":"Subnet","level":2,"score":0.6324559450149536},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.629790186882019},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6220732927322388},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5417374968528748},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5021915435791016},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.47737953066825867},{"id":"https://openalex.org/C2780423554","wikidata":"https://www.wikidata.org/wiki/Q766198","display_name":"Haar wavelet","level":5,"score":0.4697178900241852},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4684702754020691},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.4654107391834259},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.41944125294685364},{"id":"https://openalex.org/C73339587","wikidata":"https://www.wikidata.org/wiki/Q1375942","display_name":"Stationary wavelet transform","level":5,"score":0.4174419641494751},{"id":"https://openalex.org/C46286280","wikidata":"https://www.wikidata.org/wiki/Q2414958","display_name":"Discrete wavelet transform","level":4,"score":0.4029102921485901},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3389638066291809},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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":3,"locations":[{"id":"doi:10.3390/rs11131557","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11131557","pdf_url":"https://www.mdpi.com/2072-4292/11/13/1557/pdf?version=1562061157","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:b3d31468d0f344269e585b77f1530913","is_oa":true,"landing_page_url":"https://doaj.org/article/b3d31468d0f344269e585b77f1530913","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 11, Iss 13, p 1557 (2019)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/11/13/1557/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs11131557","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; Volume 11; Issue 13; Pages: 1557","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs11131557","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11131557","pdf_url":"https://www.mdpi.com/2072-4292/11/13/1557/pdf?version=1562061157","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":[],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1136012085","display_name":null,"funder_award_id":"3102015ZY045","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"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/G2981938667","display_name":null,"funder_award_id":"Shenzhen","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3161123637","display_name":null,"funder_award_id":"201506290120","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"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/G3744313044","display_name":null,"funder_award_id":"Social","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3757194791","display_name":null,"funder_award_id":"JCYJ20","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4006829112","display_name":null,"funder_award_id":"20162","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G4020255992","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4640338107","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320309475","funder_display_name":"Northwestern University"},{"id":"https://openalex.org/G4661911223","display_name":null,"funder_award_id":"JCYJ20170815162956949","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G5155537082","display_name":null,"funder_award_id":"1140292","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G553554529","display_name":null,"funder_award_id":"61511140292","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5626433272","display_name":null,"funder_award_id":"3102015","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G5641397543","display_name":null,"funder_award_id":"201708","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5868204960","display_name":null,"funder_award_id":"61771391, 61371152","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","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/G6864071477","display_name":null,"funder_award_id":"CX201621","funder_id":"https://openalex.org/F4320321392","funder_display_name":"Northwestern Polytechnical University"},{"id":"https://openalex.org/G7865873667","display_name":null,"funder_award_id":"61771391","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8546704473","display_name":null,"funder_award_id":"201708","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G8589651859","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"id":"https://openalex.org/G883707298","display_name":null,"funder_award_id":"61371152","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8944146015","display_name":null,"funder_award_id":"61371152","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G930016034","display_name":null,"funder_award_id":"3102015ZY045","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320309475","display_name":"Northwestern University","ror":"https://ror.org/000e0be47"},{"id":"https://openalex.org/F4320309549","display_name":"University of Houston","ror":"https://ror.org/040vwpm13"},{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321392","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2955111813.pdf","grobid_xml":"https://content.openalex.org/works/W2955111813.grobid-xml"},"referenced_works_count":74,"referenced_works":["https://openalex.org/W811864384","https://openalex.org/W1885185971","https://openalex.org/W1916874600","https://openalex.org/W1983364832","https://openalex.org/W1990231296","https://openalex.org/W2017014096","https://openalex.org/W2020455334","https://openalex.org/W2021046129","https://openalex.org/W2021384698","https://openalex.org/W2030707839","https://openalex.org/W2084225223","https://openalex.org/W2097259623","https://openalex.org/W2109773745","https://openalex.org/W2122632184","https://openalex.org/W2133665775","https://openalex.org/W2141983208","https://openalex.org/W2214802144","https://openalex.org/W2242218935","https://openalex.org/W2276858186","https://openalex.org/W2314528731","https://openalex.org/W2412588858","https://openalex.org/W2462592242","https://openalex.org/W2494274259","https://openalex.org/W2500751094","https://openalex.org/W2551161082","https://openalex.org/W2562637781","https://openalex.org/W2572303978","https://openalex.org/W2588000623","https://openalex.org/W2601517469","https://openalex.org/W2607041014","https://openalex.org/W2614326984","https://openalex.org/W2615706402","https://openalex.org/W2618225899","https://openalex.org/W2619662254","https://openalex.org/W2625894731","https://openalex.org/W2741196023","https://openalex.org/W2743529218","https://openalex.org/W2748857496","https://openalex.org/W2752716059","https://openalex.org/W2754256031","https://openalex.org/W2764034829","https://openalex.org/W2767522909","https://openalex.org/W2773850265","https://openalex.org/W2776107444","https://openalex.org/W2777033955","https://openalex.org/W2782517596","https://openalex.org/W2782522152","https://openalex.org/W2783573276","https://openalex.org/W2788343277","https://openalex.org/W2795894234","https://openalex.org/W2795902278","https://openalex.org/W2803437047","https://openalex.org/W2803825432","https://openalex.org/W2889107641","https://openalex.org/W2900701534","https://openalex.org/W2911115627","https://openalex.org/W2919868964","https://openalex.org/W2953384591","https://openalex.org/W2963183385","https://openalex.org/W2963284277","https://openalex.org/W2963442801","https://openalex.org/W2963470893","https://openalex.org/W2963494934","https://openalex.org/W2963947695","https://openalex.org/W2964042923","https://openalex.org/W2964101377","https://openalex.org/W2964125708","https://openalex.org/W2965300963","https://openalex.org/W2983358682","https://openalex.org/W3098542449","https://openalex.org/W3102912004","https://openalex.org/W6631190155","https://openalex.org/W6713134421","https://openalex.org/W6743384991"],"related_works":["https://openalex.org/W2085792030","https://openalex.org/W1889651196","https://openalex.org/W4310584255","https://openalex.org/W4233635293","https://openalex.org/W4249722514","https://openalex.org/W2377605153","https://openalex.org/W191391683","https://openalex.org/W2366623948","https://openalex.org/W1615274105","https://openalex.org/W3001179614"],"abstract_inverted_index":{"Super-resolution":[0],"(SR)":[1],"is":[2,24,28,54,107,213,243],"significant":[3],"for":[4,56,77,222],"hyperspectral":[5],"image":[6,17,31,42],"(HSI)":[7],"applications.":[8],"In":[9,64,198],"single-frame":[10],"HSI":[11,23,62,78,87,135,140,184,237,248],"SR,":[12,79],"how":[13],"to":[14,153,170,193,204],"reconstruct":[15],"detailed":[16,59],"structures":[18,43,60],"in":[19,44,61,99,162,226],"high":[20],"resolution":[21,133],"(HR)":[22],"challenging":[25],"since":[26],"there":[27],"no":[29],"auxiliary":[30],"(e.g.,":[32],"HR":[33,86,93,180,183],"multispectral":[34],"image)":[35],"providing":[36],"structural":[37],"information.":[38],"Wavelet":[39],"could":[40],"capture":[41],"different":[45,227],"orientations,":[46],"and":[47,102,116,136,174,234],"emphasis":[48],"on":[49,231],"predicting":[50,118,155,164],"high-frequency":[51],"wavelet":[52,71,83,172,177,191,196,228],"sub-bands":[53],"helpful":[55],"recovering":[57],"the":[58,82,92,97,100,105,121,123,131,138,154,163,176,194,199,206,217,224,240],"SR.":[63],"this":[65],"study,":[66],"we":[67,202],"propose":[68,203],"a":[69,117,142],"multi-scale":[70],"3D":[72,110],"convolutional":[73,111],"neural":[74],"network":[75],"(MW-3D-CNN)":[76],"which":[80,168,212],"predicts":[81,175],"coefficients":[84,178],"of":[85,144,167,179],"rather":[88],"than":[89,216],"directly":[90],"reconstructing":[91],"HSI.":[94,181],"To":[95],"exploit":[96],"correlation":[98],"spectral":[101],"spatial":[103],"domains,":[104],"MW-3D-CNN":[106,207],"built":[108],"with":[109,208,245],"layers.":[112],"An":[113],"embedding":[114,124],"subnet":[115,119,125],"constitute":[120],"MW-3D-CNN,":[122],"extracts":[126],"deep":[127],"spatial-spectral":[128],"features":[129],"from":[130],"low":[132],"(LR)":[134],"represents":[137],"LR":[139],"as":[141],"set":[143],"feature":[145,148],"cubes.":[146],"The":[147,182],"cubes":[149],"are":[150,158],"then":[151],"fed":[152],"subnet.":[156],"There":[157],"multiple":[159],"output":[160],"branches":[161],"subnet,":[165],"each":[166],"corresponds":[169],"one":[171],"sub-band":[173],"can":[185],"be":[186],"obtained":[187],"by":[188],"applying":[189],"inverse":[190],"transform":[192],"predicted":[195],"coefficients.":[197],"training":[200],"stage,":[201],"train":[205],"L1":[209],"norm":[210,220],"loss,":[211],"more":[214],"suitable":[215],"conventional":[218],"L2":[219],"loss":[221],"penalizing":[223],"errors":[225],"sub-bands.":[229],"Experiments":[230],"both":[232],"simulated":[233],"real":[235],"spaceborne":[236],"demonstrate":[238],"that":[239],"proposed":[241],"algorithm":[242],"competitive":[244],"other":[246],"state-of-the-art":[247],"SR":[249],"methods.":[250]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":16},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":17},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-10T00:00:00"}