{"id":"https://openalex.org/W4391137563","doi":"https://doi.org/10.3390/rs16030436","title":"Hyperspectral Image Super-Resolution Based on Feature Diversity Extraction","display_name":"Hyperspectral Image Super-Resolution Based on Feature Diversity Extraction","publication_year":2024,"publication_date":"2024-01-23","ids":{"openalex":"https://openalex.org/W4391137563","doi":"https://doi.org/10.3390/rs16030436"},"language":"en","primary_location":{"id":"doi:10.3390/rs16030436","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16030436","pdf_url":"https://www.mdpi.com/2072-4292/16/3/436/pdf?version=1705992842","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/2072-4292/16/3/436/pdf?version=1705992842","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061841494","display_name":"Jing Zhang","orcid":"https://orcid.org/0000-0002-8495-2804"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jing Zhang","raw_affiliation_strings":["Guangzhou Institute of Technology, Xidian University, Guangzhou 510700, China","Hangzhou Institute of Technology, Xidian University, Hangzhou 311231, China","School of Telecommunication Engineering, Xidian University, Xi\u2019an 710071, China","State Key Laboratory of lntegrated Service Network, Xidian University, Xi\u2019an 710071, China","State Key Laboratory of lntegrated Service Network, Xidian University, Xi'an 710071, China","School of Telecommunication Engineering, Xidian University, Xi'an 710071, China"],"affiliations":[{"raw_affiliation_string":"Guangzhou Institute of Technology, Xidian University, Guangzhou 510700, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Hangzhou Institute of Technology, Xidian University, Hangzhou 311231, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Telecommunication Engineering, Xidian University, Xi\u2019an 710071, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"State Key Laboratory of lntegrated Service Network, Xidian University, Xi\u2019an 710071, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"State Key Laboratory of lntegrated Service Network, Xidian University, Xi'an 710071, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Telecommunication Engineering, Xidian University, Xi'an 710071, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034431550","display_name":"Renjie Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Renjie Zheng","raw_affiliation_strings":["Hangzhou Institute of Technology, Xidian University, Hangzhou 311231, China"],"affiliations":[{"raw_affiliation_string":"Hangzhou Institute of Technology, Xidian University, Hangzhou 311231, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040802181","display_name":"Zekang Wan","orcid":null},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zekang Wan","raw_affiliation_strings":["School of Telecommunication Engineering, Xidian University, Xi\u2019an 710071, China","School of Telecommunication Engineering, Xidian University, Xi'an 710071, China"],"affiliations":[{"raw_affiliation_string":"School of Telecommunication Engineering, Xidian University, Xi\u2019an 710071, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Telecommunication Engineering, Xidian University, Xi'an 710071, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062486020","display_name":"Ruijing Geng","orcid":"https://orcid.org/0000-0003-4979-6372"},"institutions":[{"id":"https://openalex.org/I4210148107","display_name":"Space Engineering University","ror":"https://ror.org/04rj1td02","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210148107"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruijing Geng","raw_affiliation_strings":["School of Space Information, Space Engineering University, Beijing 101416, China"],"affiliations":[{"raw_affiliation_string":"School of Space Information, Space Engineering University, Beijing 101416, China","institution_ids":["https://openalex.org/I4210148107"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100784213","display_name":"Yi Wang","orcid":"https://orcid.org/0000-0001-8659-4724"},"institutions":[{"id":"https://openalex.org/I4210113342","display_name":"Systems Engineering Society of China","ror":"https://ror.org/024pse488","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210113342"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Wang","raw_affiliation_strings":["System Engineering Research Institute of CSSC, Beijing 100070, China"],"affiliations":[{"raw_affiliation_string":"System Engineering Research Institute of CSSC, Beijing 100070, China","institution_ids":["https://openalex.org/I4210113342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110253487","display_name":"Yu Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113342","display_name":"Systems Engineering Society of China","ror":"https://ror.org/024pse488","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210113342"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Yang","raw_affiliation_strings":["System Engineering Research Institute of CSSC, Beijing 100070, China"],"affiliations":[{"raw_affiliation_string":"System Engineering Research Institute of CSSC, Beijing 100070, China","institution_ids":["https://openalex.org/I4210113342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003786701","display_name":"Xuepeng Zhang","orcid":"https://orcid.org/0000-0003-4010-4456"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuepeng Zhang","raw_affiliation_strings":["School of Telecommunication Engineering, Xidian University, Xi\u2019an 710071, China","School of Telecommunication Engineering, Xidian University, Xi'an 710071, China"],"affiliations":[{"raw_affiliation_string":"School of Telecommunication Engineering, Xidian University, Xi\u2019an 710071, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Telecommunication Engineering, Xidian University, Xi'an 710071, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067798266","display_name":"Yunsong Li","orcid":"https://orcid.org/0000-0002-0640-4060"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunsong Li","raw_affiliation_strings":["School of Telecommunication Engineering, Xidian University, Xi\u2019an 710071, China","State Key Laboratory of lntegrated Service Network, Xidian University, Xi\u2019an 710071, China","State Key Laboratory of lntegrated Service Network, Xidian University, Xi'an 710071, China","School of Telecommunication Engineering, Xidian University, Xi'an 710071, China"],"affiliations":[{"raw_affiliation_string":"School of Telecommunication Engineering, Xidian University, Xi\u2019an 710071, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"State Key Laboratory of lntegrated Service Network, Xidian University, Xi\u2019an 710071, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"State Key Laboratory of lntegrated Service Network, Xidian University, Xi'an 710071, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Telecommunication Engineering, Xidian University, Xi'an 710071, China","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5061841494"],"corresponding_institution_ids":["https://openalex.org/I149594827"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":2.2507,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.88476546,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"16","issue":"3","first_page":"436","last_page":"436"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9998999834060669,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9998999834060669,"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":0.9998000264167786,"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":0.9987999796867371,"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":0.8231420516967773},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.683303952217102},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6501851081848145},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6318498849868774},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6290789842605591},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5622058510780334},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.45624059438705444},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.4348521828651428},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.4150674045085907}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.8231420516967773},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.683303952217102},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6501851081848145},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6318498849868774},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6290789842605591},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5622058510780334},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.45624059438705444},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.4348521828651428},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.4150674045085907},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs16030436","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16030436","pdf_url":"https://www.mdpi.com/2072-4292/16/3/436/pdf?version=1705992842","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:48277fae07fe4473ac05567db67e51c7","is_oa":true,"landing_page_url":"https://doaj.org/article/48277fae07fe4473ac05567db67e51c7","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 3, p 436 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs16030436","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16030436","pdf_url":"https://www.mdpi.com/2072-4292/16/3/436/pdf?version=1705992842","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/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"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/G2430254510","display_name":null,"funder_award_id":"62371362","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/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4391137563.pdf"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W1946953458","https://openalex.org/W2066863824","https://openalex.org/W2076767154","https://openalex.org/W2165709183","https://openalex.org/W2242218935","https://openalex.org/W2300805302","https://openalex.org/W2494274259","https://openalex.org/W2518815253","https://openalex.org/W2525543902","https://openalex.org/W2588000623","https://openalex.org/W2883429621","https://openalex.org/W2963372104","https://openalex.org/W3000573080","https://openalex.org/W3016106731","https://openalex.org/W3025440211","https://openalex.org/W3027120144","https://openalex.org/W3034513523","https://openalex.org/W3102745911","https://openalex.org/W3123265576","https://openalex.org/W3124196789","https://openalex.org/W3208181816","https://openalex.org/W4281855345","https://openalex.org/W4321242367","https://openalex.org/W4366148227","https://openalex.org/W4382749525","https://openalex.org/W4385413338","https://openalex.org/W4385569638","https://openalex.org/W4386266673","https://openalex.org/W4390872911","https://openalex.org/W6683826617","https://openalex.org/W6851458796","https://openalex.org/W6854688087","https://openalex.org/W6855499991"],"related_works":["https://openalex.org/W2072166414","https://openalex.org/W3209970181","https://openalex.org/W2060875994","https://openalex.org/W3034375524","https://openalex.org/W4230131218","https://openalex.org/W2317401237","https://openalex.org/W1990800631","https://openalex.org/W2167120702","https://openalex.org/W2579567122","https://openalex.org/W4309346246"],"abstract_inverted_index":{"Deep":[0],"learning":[1,26,56,98],"is":[2,22],"an":[3],"important":[4],"research":[5],"topic":[6],"in":[7,37,124],"the":[8,14,31,60,94,101,112,121,126,140,166],"field":[9],"of":[10,16],"image":[11,19,50,70,141],"super-resolution.":[12],"Problematically,":[13],"performance":[15,123],"existing":[17,48,174],"hyperspectral":[18,28,49,69,175,198],"super-resolution":[20,51,86,176],"networks":[21],"limited":[23],"by":[24,99],"feature":[25,55,71,90,97,108,133],"for":[27],"images.":[29],"Nevertheless,":[30],"current":[32],"algorithms":[33],"exhibit":[34],"some":[35],"limitations":[36,46],"extracting":[38],"diverse":[39,89],"features.":[40],"In":[41,171],"this":[42],"paper,":[43],"we":[44,178],"address":[45],"to":[47,67,92,119,145,164,173],"networks,":[52],"focusing":[53],"on":[54,139,158],"challenges.":[57],"We":[58],"introduce":[59],"Channel-Attention-Based":[61,113],"Spatial\u2013Spectral":[62,114],"Feature":[63,115],"Extraction":[64,116],"network":[65,75,85],"(CSSFENet)":[66],"enhance":[68,93,165],"diversity":[72,96,134],"and":[73,128,149,160,186,188],"optimize":[74],"loss":[76,135,154],"functions.":[77],"Our":[78],"contributions":[79],"include:":[80],"(a)":[81],"a":[82,105,132,151],"convolutional":[83],"neural":[84],"algorithm":[87],"incorporating":[88],"extraction":[91,109],"network\u2019s":[95,122],"elevating":[100],"matrix":[102],"rank,":[103],"(b)":[104],"three-dimensional":[106],"(3D)":[107],"convolution":[110],"module,":[111],"Module":[117],"(CSSFEM),":[118],"boost":[120],"both":[125],"spatial":[127],"spectral":[129],"domains,":[130],"(c)":[131],"function":[136,155],"designed":[137],"based":[138,157],"matrix\u2019s":[142],"singular":[143],"value":[144],"maximize":[146],"element":[147],"independence,":[148],"(d)":[150],"spatial\u2013spectral":[152,169],"gradient":[153,162],"introduced":[156],"space":[159],"spectrum":[161],"values":[163],"reconstructed":[167],"image\u2019s":[168],"smoothness.":[170],"contrast":[172],"algorithms,":[177],"used":[179],"four":[180],"evaluation":[181],"indexes,":[182],"PSNR,":[183],"mPSNR,":[184],"SSIM,":[185],"SAM,":[187],"our":[189],"method":[190],"showed":[191],"superiority":[192],"during":[193],"testing":[194],"with":[195],"three":[196],"common":[197],"datasets.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}
