{"id":"https://openalex.org/W4285205529","doi":"https://doi.org/10.1109/jstars.2022.3176969","title":"Multiscale Spatial Fusion and Regularization Induced Unsupervised Auxiliary Task CNN Model for Deep Super-Resolution of Hyperspectral Images","display_name":"Multiscale Spatial Fusion and Regularization Induced Unsupervised Auxiliary Task CNN Model for Deep Super-Resolution of Hyperspectral Images","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285205529","doi":"https://doi.org/10.1109/jstars.2022.3176969"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2022.3176969","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2022.3176969","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/09779940.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/09779940.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069691009","display_name":"Viet Khanh Ha","orcid":"https://orcid.org/0000-0002-6965-4024"},"institutions":[{"id":"https://openalex.org/I181647926","display_name":"University of Strathclyde","ror":"https://ror.org/00n3w3b69","country_code":"GB","type":"education","lineage":["https://openalex.org/I181647926"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Viet Khanh Ha","raw_affiliation_strings":["Department of Electronic and Electrical Engineering, University of Strathclyde, Glasgow, U.K","Electronic and Electrical Engineering, University of Strathclyde, 3527 Glasgow, United Kingdom of Great Britain and Northern Ireland, G1 1XQ"],"raw_orcid":"https://orcid.org/0000-0002-6965-4024","affiliations":[{"raw_affiliation_string":"Department of Electronic and Electrical Engineering, University of Strathclyde, Glasgow, U.K","institution_ids":["https://openalex.org/I181647926"]},{"raw_affiliation_string":"Electronic and Electrical Engineering, University of Strathclyde, 3527 Glasgow, United Kingdom of Great Britain and Northern Ireland, G1 1XQ","institution_ids":["https://openalex.org/I181647926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084316677","display_name":"Jinchang Ren","orcid":"https://orcid.org/0000-0001-6116-3194"},"institutions":[{"id":"https://openalex.org/I4210122543","display_name":"Guangdong Polytechnic Normal University","ror":"https://ror.org/02pcb5m77","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210122543"]},{"id":"https://openalex.org/I522815984","display_name":"Robert Gordon University","ror":"https://ror.org/04f0qj703","country_code":"GB","type":"education","lineage":["https://openalex.org/I522815984"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Jinchang Ren","raw_affiliation_strings":["School of Computer Sciences, Guangdong Polytechnic Normal University (GPNU), Guangzhou, China","National subsea centre, Robert Gordon University, 1018 Aberdeen, Aberdeen, United Kingdom of Great Britain and Northern Ireland"],"raw_orcid":"https://orcid.org/0000-0001-6116-3194","affiliations":[{"raw_affiliation_string":"School of Computer Sciences, Guangdong Polytechnic Normal University (GPNU), Guangzhou, China","institution_ids":["https://openalex.org/I4210122543"]},{"raw_affiliation_string":"National subsea centre, Robert Gordon University, 1018 Aberdeen, Aberdeen, United Kingdom of Great Britain and Northern Ireland","institution_ids":["https://openalex.org/I522815984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100657763","display_name":"Zheng Wang","orcid":"https://orcid.org/0000-0001-8458-6704"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Wang","raw_affiliation_strings":["College of Intelligence and Computing, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0001-8458-6704","affiliations":[{"raw_affiliation_string":"College of Intelligence and Computing, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053518414","display_name":"Genyun Sun","orcid":"https://orcid.org/0000-0002-2641-2615"},"institutions":[{"id":"https://openalex.org/I4210162190","display_name":"China University of Petroleum, East China","ror":"https://ror.org/05gbn2817","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210162190"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Genyun Sun","raw_affiliation_strings":["College of Oceanography and Space Informatics, China University of Petroleum (East China), Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0002-2641-2615","affiliations":[{"raw_affiliation_string":"College of Oceanography and Space Informatics, China University of Petroleum (East China), Qingdao, China","institution_ids":["https://openalex.org/I4210162190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075054710","display_name":"Huimin Zhao","orcid":"https://orcid.org/0000-0002-6877-2002"},"institutions":[{"id":"https://openalex.org/I4210122543","display_name":"Guangdong Polytechnic Normal University","ror":"https://ror.org/02pcb5m77","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210122543"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huimin Zhao","raw_affiliation_strings":["School of Computer Sciences, Guangdong Polytechnic Normal University, Guangzhou, China","School of Electronic and Information, Guangdong Polytechnic Normal University, 47873 Guangzhou, Guangdong, China"],"raw_orcid":"https://orcid.org/0000-0002-6877-2002","affiliations":[{"raw_affiliation_string":"School of Computer Sciences, Guangdong Polytechnic Normal University, Guangzhou, China","institution_ids":["https://openalex.org/I4210122543"]},{"raw_affiliation_string":"School of Electronic and Information, Guangdong Polytechnic Normal University, 47873 Guangzhou, Guangdong, China","institution_ids":["https://openalex.org/I4210122543"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082466450","display_name":"Stephen Marshall","orcid":"https://orcid.org/0000-0001-7079-5628"},"institutions":[{"id":"https://openalex.org/I181647926","display_name":"University of Strathclyde","ror":"https://ror.org/00n3w3b69","country_code":"GB","type":"education","lineage":["https://openalex.org/I181647926"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Stephen Marshall","raw_affiliation_strings":["Department of Electronic and Electrical Engineering, University of Strathclyde, Glasgow, U.K","Electronic and Electrical Engineering, University of Strathclyde, Glasgow, United Kingdom of Great Britain and Northern Ireland, G1 1XW"],"raw_orcid":"https://orcid.org/0000-0001-7079-5628","affiliations":[{"raw_affiliation_string":"Department of Electronic and Electrical Engineering, University of Strathclyde, Glasgow, U.K","institution_ids":["https://openalex.org/I181647926"]},{"raw_affiliation_string":"Electronic and Electrical Engineering, University of Strathclyde, Glasgow, United Kingdom of Great Britain and Northern Ireland, G1 1XW","institution_ids":["https://openalex.org/I181647926"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":0.6584,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.7139366,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"15","issue":null,"first_page":"4583","last_page":"4598"},"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":0.9995999932289124,"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":0.9994999766349792,"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/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.789093554019928},{"id":"https://openalex.org/keywords/multispectral-image","display_name":"Multispectral image","score":0.7872132062911987},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7524549961090088},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.6994551420211792},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6949564814567566},{"id":"https://openalex.org/keywords/overfitting","display_name":"Overfitting","score":0.6909264326095581},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6330461502075195},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.608974277973175},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.5152044892311096},{"id":"https://openalex.org/keywords/image-fusion","display_name":"Image fusion","score":0.45847418904304504},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4520178437232971},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.373396635055542},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.22976991534233093},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.17689961194992065},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.06387042999267578}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.789093554019928},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.7872132062911987},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7524549961090088},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.6994551420211792},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6949564814567566},{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.6909264326095581},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6330461502075195},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.608974277973175},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5152044892311096},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.45847418904304504},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4520178437232971},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.373396635055542},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.22976991534233093},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.17689961194992065},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.06387042999267578},{"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":4,"locations":[{"id":"doi:10.1109/jstars.2022.3176969","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2022.3176969","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/09779940.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:strathprints.strath.ac.uk:80884","is_oa":false,"landing_page_url":"https://strathprints.strath.ac.uk/view/author/1146022.html>","pdf_url":null,"source":{"id":"https://openalex.org/S4306402226","display_name":"Strathprints: The University of Strathclyde institutional repository (University of Strathclyde)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I181647926","host_organization_name":"University of Strathclyde","host_organization_lineage":["https://openalex.org/I181647926"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:ffc2e74dd2e54dbcb9cb492541d571c6","is_oa":true,"landing_page_url":"https://doaj.org/article/ffc2e74dd2e54dbcb9cb492541d571c6","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 15, Pp 4583-4598 (2022)","raw_type":"article"},{"id":"pmh:oai:rgu-repository.worktribe.com:1674656","is_oa":true,"landing_page_url":"https://rgu-repository.worktribe.com/output/1674656","pdf_url":null,"source":{"id":"https://openalex.org/S4306400814","display_name":"Open Access Institutional Repository at Robert Gordon University (Robert Gordon University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I522815984","host_organization_name":"Robert Gordon University","host_organization_lineage":["https://openalex.org/I522815984"],"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":null,"raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2022.3176969","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2022.3176969","pdf_url":"https://ieeexplore.ieee.org/ielx7/4609443/4609444/09779940.pdf","source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3273432920","display_name":null,"funder_award_id":"NE/S002545/1","funder_id":"https://openalex.org/F4320334631","funder_display_name":"Natural Environment Research Council"},{"id":"https://openalex.org/G5161947382","display_name":"MOSAiC: Floe-scale observation and quantification of Arctic sea ice breakup and floe size during the autumn-to-summer transition (MOSAiCFSD)","funder_award_id":"NE/S002545/1","funder_id":"https://openalex.org/F4320334631","funder_display_name":"Natural Environment Research Council"},{"id":"https://openalex.org/G5605062149","display_name":null,"funder_award_id":"NE/S002545/1","funder_id":"https://openalex.org/F4320320022","funder_display_name":"Sight Research UK"},{"id":"https://openalex.org/G5608805397","display_name":null,"funder_award_id":"41971292","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6048656541","display_name":"\u591a\u6a21\u6001\u56fe\u50cf\u611f\u77e5\u53ca\u5176\u7279\u5f81\u6570\u636e\u878d\u5408\u5b89\u5168\u6027\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"62072122","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320310234","display_name":"University of Strathclyde","ror":"https://ror.org/00n3w3b69"},{"id":"https://openalex.org/F4320320022","display_name":"Sight Research UK","ror":"https://ror.org/03z2py885"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320334631","display_name":"Natural Environment Research Council","ror":"https://ror.org/02b5d8509"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4285205529.pdf"},"referenced_works_count":61,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1885185971","https://openalex.org/W1901129140","https://openalex.org/W1916874600","https://openalex.org/W1940108662","https://openalex.org/W2008871137","https://openalex.org/W2012946078","https://openalex.org/W2014823423","https://openalex.org/W2021046129","https://openalex.org/W2025768430","https://openalex.org/W2044184146","https://openalex.org/W2078855750","https://openalex.org/W2090792028","https://openalex.org/W2092116045","https://openalex.org/W2097259623","https://openalex.org/W2100109944","https://openalex.org/W2133665775","https://openalex.org/W2154789478","https://openalex.org/W2162842940","https://openalex.org/W2219715551","https://openalex.org/W2221899823","https://openalex.org/W2242218935","https://openalex.org/W2320738207","https://openalex.org/W2327302159","https://openalex.org/W2417947228","https://openalex.org/W2462592242","https://openalex.org/W2520430674","https://openalex.org/W2535388113","https://openalex.org/W2748530166","https://openalex.org/W2777033955","https://openalex.org/W2792111852","https://openalex.org/W2794048225","https://openalex.org/W2804744787","https://openalex.org/W2884482615","https://openalex.org/W2895021180","https://openalex.org/W2908833896","https://openalex.org/W2910457605","https://openalex.org/W2914736033","https://openalex.org/W2943990897","https://openalex.org/W2944413439","https://openalex.org/W2945202593","https://openalex.org/W2948437909","https://openalex.org/W2963284277","https://openalex.org/W2964140612","https://openalex.org/W2972301798","https://openalex.org/W2989355516","https://openalex.org/W2990162903","https://openalex.org/W3016410830","https://openalex.org/W3029812440","https://openalex.org/W3034400067","https://openalex.org/W3099843321","https://openalex.org/W3102912004","https://openalex.org/W3160949528","https://openalex.org/W3165892790","https://openalex.org/W4239943352","https://openalex.org/W4297775537","https://openalex.org/W6623043969","https://openalex.org/W6631190155","https://openalex.org/W6728165739","https://openalex.org/W6737664043","https://openalex.org/W6754821620"],"related_works":["https://openalex.org/W4362597605","https://openalex.org/W1574414179","https://openalex.org/W4297676672","https://openalex.org/W3009056573","https://openalex.org/W2022304901","https://openalex.org/W2018850895","https://openalex.org/W1987483041","https://openalex.org/W2988577871","https://openalex.org/W4391030644","https://openalex.org/W4205174160"],"abstract_inverted_index":{"Hyperspectral":[0],"images":[1,44],"(HSI)":[2],"features":[3],"rich":[4],"spectral":[5],"information":[6],"in":[7,48,116,170],"many":[8],"narrow":[9],"bands":[10],"but":[11,62],"at":[12],"a":[13,16,71,92,97,101,146],"cost":[14],"of":[15,33,89,151,167],"relatively":[17],"low":[18],"spatial":[19,31,52,73,117],"resolution.":[20],"As":[21],"such,":[22],"various":[23],"methods":[24],"have":[25,59,163],"been":[26,60],"developed":[27],"for":[28,64,86,148],"enhancing":[29],"the":[30,34,55,114,124,128,132,139,152,165],"resolution":[32],"low-resolution":[35],"HSI":[36,103],"(Lr-HSI)":[37],"by":[38],"fusing":[39],"it":[40],"with":[41,96,172],"high-resolution":[42,102],"multispectral":[43],"(Hr-MSI).":[45],"The":[46,106],"difference":[47],"spectrum":[49],"range":[50],"and":[51,57,75,131,154],"dimensions":[53],"between":[54,119],"Lr-HSI":[56,93],"Hr-SI":[58],"fundamental":[61],"challenging":[63],"multispectral/hyperspectral":[65],"(MS/HS)":[66],"fusion.":[67],"In":[68],"this":[69],"paper,":[70],"multi-scale":[72,107],"fusion":[74,108],"regularization":[76],"induced":[77],"auxiliary":[78,140],"task":[79,141],"(MSAT)":[80],"based":[81],"CNN":[82],"model":[83,153],"is":[84,94,109,142],"proposed":[85,143],"deep":[87],"super-resolution":[88],"HSI,":[90],"where":[91],"fused":[95],"Hr-MSI":[98,130],"to":[99,111,144],"reconstruct":[100],"(Hr-HSI)":[104],"counterpart.":[105],"used":[110],"efficiently":[112],"address":[113],"discrepancy":[115],"resolutions":[118],"two":[120],"inputs.":[121],"Based":[122],"on":[123,159],"general":[125],"assumption":[126],"that":[127],"acquired":[129],"reconstructed":[133],"Hr-HSI":[134],"share":[135],"similar":[136],"underlying":[137],"characteristics,":[138],"learn":[145],"representation":[147],"improved":[149],"generality":[150],"reduced":[155],"overfitting.":[156],"Experimental":[157],"results":[158],"three":[160],"public":[161],"datasets":[162],"validated":[164],"effectiveness":[166],"our":[168],"approach":[169],"comparison":[171],"several":[173],"state-of-the-art":[174],"methods.":[175]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4}],"updated_date":"2026-05-22T06:13:13.366637","created_date":"2025-10-10T00:00:00"}