{"id":"https://openalex.org/W3136502865","doi":"https://doi.org/10.1109/tgrs.2021.3062725","title":"All-Addition Hyperspectral Compressed Sensing for Metasurface-Driven Miniaturized Satellite","display_name":"All-Addition Hyperspectral Compressed Sensing for Metasurface-Driven Miniaturized Satellite","publication_year":2021,"publication_date":"2021-03-18","ids":{"openalex":"https://openalex.org/W3136502865","doi":"https://doi.org/10.1109/tgrs.2021.3062725","mag":"3136502865"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2021.3062725","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2021.3062725","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Geoscience and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000566608","display_name":"Chia-Hsiang Lin","orcid":"https://orcid.org/0000-0002-4865-2329"},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Chia-Hsiang Lin","raw_affiliation_strings":["Department of Electrical Engineering, National Cheng Kung University, Tainan, Taiwan","[Department of Electrical Engineering, National Cheng Kung University, Tainan 70101, Taiwan (e-mail: chiahsiang.steven.lin@gmail.com)]"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Cheng Kung University, Tainan, Taiwan","institution_ids":["https://openalex.org/I91807558"]},{"raw_affiliation_string":"[Department of Electrical Engineering, National Cheng Kung University, Tainan 70101, Taiwan (e-mail: chiahsiang.steven.lin@gmail.com)]","institution_ids":["https://openalex.org/I91807558"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001599211","display_name":"Tzu-Hsuan Lin","orcid":"https://orcid.org/0000-0002-4615-9792"},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Tzu-Hsuan Lin","raw_affiliation_strings":["Department of Electrical Engineering, National Cheng Kung University, Tainan, Taiwan","Department of Electrical Engineering, National Cheng Kung University, Tainan 70101 Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Cheng Kung University, Tainan, Taiwan","institution_ids":["https://openalex.org/I91807558"]},{"raw_affiliation_string":"Department of Electrical Engineering, National Cheng Kung University, Tainan 70101 Taiwan","institution_ids":["https://openalex.org/I91807558"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5000566608"],"corresponding_institution_ids":["https://openalex.org/I91807558"],"apc_list":null,"apc_paid":null,"fwci":1.6363,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.85050963,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"60","issue":null,"first_page":"1","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9994999766349792,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9994999766349792,"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9980999827384949,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7108073234558105},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.6769505739212036},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.6344398260116577},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.5603163242340088},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.43228691816329956},{"id":"https://openalex.org/keywords/ellipsoid","display_name":"Ellipsoid","score":0.4145023226737976},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.39774537086486816},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26318585872650146},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.19219204783439636}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7108073234558105},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.6769505739212036},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.6344398260116577},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.5603163242340088},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.43228691816329956},{"id":"https://openalex.org/C57489055","wikidata":"https://www.wikidata.org/wiki/Q190046","display_name":"Ellipsoid","level":2,"score":0.4145023226737976},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.39774537086486816},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26318585872650146},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.19219204783439636},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2021.3062725","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2021.3062725","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Geoscience and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8750194584","display_name":null,"funder_award_id":"MOST109-2636-E-006-022","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"}],"funders":[{"id":"https://openalex.org/F4320322795","display_name":"Ministry of Science and Technology, Taiwan","ror":"https://ror.org/02kv4zf79"},{"id":"https://openalex.org/F4320324663","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1968391315","https://openalex.org/W1992400371","https://openalex.org/W2047710600","https://openalex.org/W2053631917","https://openalex.org/W2058532290","https://openalex.org/W2062131753","https://openalex.org/W2070615500","https://openalex.org/W2097073572","https://openalex.org/W2118381521","https://openalex.org/W2118943995","https://openalex.org/W2123031198","https://openalex.org/W2153504150","https://openalex.org/W2153663612","https://openalex.org/W2154011501","https://openalex.org/W2157321686","https://openalex.org/W2225145765","https://openalex.org/W2245855345","https://openalex.org/W2326013034","https://openalex.org/W2342181855","https://openalex.org/W2345043933","https://openalex.org/W2406093411","https://openalex.org/W2500374603","https://openalex.org/W2625894731","https://openalex.org/W2754687740","https://openalex.org/W2761752711","https://openalex.org/W2768095459","https://openalex.org/W2768345624","https://openalex.org/W2893344582","https://openalex.org/W2905098944","https://openalex.org/W2962786165","https://openalex.org/W2962903101","https://openalex.org/W2964085075","https://openalex.org/W2964257934","https://openalex.org/W2996446969","https://openalex.org/W2999217395","https://openalex.org/W3010785697","https://openalex.org/W3035203446","https://openalex.org/W3039247891","https://openalex.org/W3105699558","https://openalex.org/W4233760599","https://openalex.org/W4250658187","https://openalex.org/W4254549731","https://openalex.org/W6675907514","https://openalex.org/W6770412359"],"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/W2070598848","https://openalex.org/W2404757046","https://openalex.org/W2044184146","https://openalex.org/W4313014865","https://openalex.org/W2019190440"],"abstract_inverted_index":{"Hyperspectral":[0],"compressed":[1],"sensing":[2],"(HCS)":[3],"for":[4,47,137],"the":[5,13,19,61,73,80,87,115,183,187,218,221],"miniaturized":[6,116],"satellite":[7,117],"is":[8,51,77,126,143,167],"challenging":[9,134],"mainly":[10],"due":[11],"to":[12,53,93,169,206],"required":[14],"lightweight":[15],"onboard":[16],"hardware":[17],"and":[18,39,67,100,166],"necessary":[20],"low":[21,177,212],"sampling":[22,178],"rate.":[23,179],"Optical":[24],"devises":[25],"involved":[26],"in":[27,79,86,112,151,172,194],"conventional":[28],"HCS":[29],"include":[30],"spectral":[31],"splitter":[32],"(SS),":[33],"digital":[34],"micromirror":[35],"device":[36],"(DMD)":[37],"array,":[38],"cylindrical":[40],"lens":[41],"(CL),":[42],"while":[43],"DMD":[44],"array":[45],"(used":[46],"implementing":[48],"random":[49],"projections)":[50],"known":[52],"be":[54,103,170],"bulky.":[55],"We":[56,119],"are,":[57],"hence,":[58],"thinking":[59],"of":[60,63,186,220],"possibility":[62],"just":[64],"using":[65],"SS":[66,99],"CL,":[68],"mathematically":[69],"meaning":[70],"that":[71,121],"only":[72],"deterministic":[74],"addition":[75],"operator":[76],"available":[78],"coding":[81,124],"stage.":[82],"Another":[83],"recent":[84,195],"advance":[85],"multifunctional":[88],"metamaterial":[89],"also":[90],"motivates":[91],"us":[92],"solve":[94],"such":[95],"mathematical":[96],"challenges.":[97],"Specifically,":[98],"CL":[101],"can":[102],"designed":[104],"on":[105,146],"a":[106,131,139,148,163,176,201],"single":[107],"nanoscale":[108],"metasurface":[109],"(flat),":[110],"more":[111,133],"line":[113],"with":[114,175,211],"application.":[118],"show":[120],"this":[122],"all-addition":[123],"scheme":[125],"achievable":[127],"though":[128],"it":[129],"induces":[130],"far":[132],"decoding":[135,141,173],"stage,":[136],"which":[138],"convex":[140,164,203],"criterion":[142],"proposed":[144,222],"based":[145],"self-similarity,":[147],"well-known":[149],"property":[150],"imaging":[152],"inverse":[153],"problems.":[154],"Self-similarity":[155],"regularizer":[156],"has":[157,191],"recently":[158],"been":[159,192],"explicitly":[160],"defined":[161],"as":[162,182],"function":[165],"demonstrated":[168],"effective":[171],"even":[174,210],"In":[180],"addition,":[181],"fundamental":[184],"role":[185],"John":[188],"ellipsoid":[189],"(JE)":[190],"revealed":[193],"hyperspectral":[196],"analysis":[197,204],"literature,":[198],"we":[199],"build":[200],"JE-based":[202],"framework":[205],"ensure":[207],"exact":[208],"recovery":[209],"data":[213],"purity.":[214],"Experimental":[215],"evidence":[216],"shows":[217],"superiority":[219],"method.":[223]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-03-14T08:43:22.919905","created_date":"2025-10-10T00:00:00"}
