{"id":"https://openalex.org/W2212242564","doi":"https://doi.org/10.1364/ao.54.004337","title":"Deconvolution methods based on \u03c6HL regularization for spectral recovery","display_name":"Deconvolution methods based on \u03c6HL regularization for spectral recovery","publication_year":2015,"publication_date":"2015-05-01","ids":{"openalex":"https://openalex.org/W2212242564","doi":"https://doi.org/10.1364/ao.54.004337","mag":"2212242564","pmid":"https://pubmed.ncbi.nlm.nih.gov/25967486"},"language":"en","primary_location":{"id":"doi:10.1364/ao.54.004337","doi":"https://doi.org/10.1364/ao.54.004337","is_oa":false,"landing_page_url":"https://doi.org/10.1364/ao.54.004337","pdf_url":null,"source":{"id":"https://openalex.org/S4210211917","display_name":"Applied Optics","issn_l":"0003-6935","issn":["0003-6935","1539-4522","1540-8981","1559-128X","2155-3165"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["anvur-scientific","dongbi-c","jufo-1","medline","norway-1","poland-100","russia-white-list-2"],"host_organization":"https://openalex.org/P4310315679","host_organization_name":"Optica Publishing Group","host_organization_lineage":["https://openalex.org/P4310315679"],"host_organization_lineage_names":["Optica Publishing Group"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Optics","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","pubmed"],"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/A5052986170","display_name":"Hu Zhu","orcid":"https://orcid.org/0000-0002-5528-8721","observed_orcids":["https://orcid.org/0000-0002-5528-8721"]},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hu Zhu","raw_affiliation_strings":["College of Telecommunication and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing 210003, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Telecommunication and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing 210003, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089466271","display_name":"Lizhen Deng","orcid":"https://orcid.org/0000-0002-4494-9918","observed_orcids":["https://orcid.org/0000-0002-4494-9918"]},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lizhen Deng","raw_affiliation_strings":["College of Telecommunication and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing 210003, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Telecommunication and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing 210003, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102784901","display_name":"Xiaodong Bai","orcid":"https://orcid.org/0000-0001-7095-6807","observed_orcids":["https://orcid.org/0000-0001-7095-6807"]},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaodong Bai","raw_affiliation_strings":["College of Telecommunication and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing 210003, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Telecommunication and Information Engineering, Nanjing University of Posts and Telecommunications, Nanjing 210003, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100457385","display_name":"Meng Li","orcid":"https://orcid.org/0000-0001-6570-6467","observed_orcids":["https://orcid.org/0000-0001-6570-6467"]},"institutions":[{"id":"https://openalex.org/I194716290","display_name":"China Academy of Space Technology","ror":"https://ror.org/025397a59","country_code":"CN","type":"government","lineage":["https://openalex.org/I194716290","https://openalex.org/I2802615301"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Meng Li","raw_affiliation_strings":["Institute of Manned Space System Engineering, China Academy of Space Technology, Beijing 100094, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Manned Space System Engineering, China Academy of Space Technology, Beijing 100094, China","institution_ids":["https://openalex.org/I194716290"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017471884","display_name":"Zhao Cheng","orcid":"https://orcid.org/0000-0002-3193-2965","observed_orcids":["https://orcid.org/0000-0002-3193-2965"]},"institutions":[{"id":"https://openalex.org/I194716290","display_name":"China Academy of Space Technology","ror":"https://ror.org/025397a59","country_code":"CN","type":"government","lineage":["https://openalex.org/I194716290","https://openalex.org/I2802615301"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhao Cheng","raw_affiliation_strings":["Institute of Manned Space System Engineering, China Academy of Space Technology, Beijing 100094, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Manned Space System Engineering, China Academy of Space Technology, Beijing 100094, China","institution_ids":["https://openalex.org/I194716290"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5017471884","https://openalex.org/A5052986170","https://openalex.org/A5089466271","https://openalex.org/A5100457385","https://openalex.org/A5102784901"],"corresponding_institution_ids":["https://openalex.org/I194716290","https://openalex.org/I41198531"],"apc_list":null,"apc_paid":null,"fwci":0.8786,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.65781022,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"54","issue":"14","first_page":"4337","last_page":"4337"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.5458999872207642,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.5458999872207642,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11205","display_name":"Numerical methods in inverse problems","score":0.24150000512599945,"subfield":{"id":"https://openalex.org/subfields/2610","display_name":"Mathematical Physics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.0551999993622303,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/spectral-deconvolution","display_name":"spectral deconvolution","score":0.9900000095367432},{"id":"https://openalex.org/keywords/spectral-recovery","display_name":"spectral recovery","score":0.718999981880188},{"id":"https://openalex.org/keywords/adaptive-regularization","display_name":"adaptive regularization","score":0.8259999752044678},{"id":"https://openalex.org/keywords/semi-blind-deconvolution","display_name":"semi-blind deconvolution","score":0.9860000014305115},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"noise reduction","score":0.5699999928474426},{"id":"https://openalex.org/keywords/detail-preservation","display_name":"detail preservation","score":0.8109999895095825}],"concepts":[{"id":"https://openalex.org/C174576160","wikidata":"https://www.wikidata.org/wiki/Q1183700","display_name":"Deconvolution","level":2,"score":0.9209122061729431},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.8480695486068726},{"id":"https://openalex.org/C30044814","wikidata":"https://www.wikidata.org/wiki/Q11334452","display_name":"Blind deconvolution","level":3,"score":0.7377787232398987},{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.7317175269126892},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5308331847190857},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.42801812291145325},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4116249084472656},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3426939845085144},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.32703059911727905},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20704007148742676},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10132816433906555}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1364/ao.54.004337","doi":"https://doi.org/10.1364/ao.54.004337","is_oa":false,"landing_page_url":"https://doi.org/10.1364/ao.54.004337","pdf_url":null,"source":{"id":"https://openalex.org/S4210211917","display_name":"Applied Optics","issn_l":"0003-6935","issn":["0003-6935","1539-4522","1540-8981","1559-128X","2155-3165"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["anvur-scientific","dongbi-c","jufo-1","medline","norway-1","poland-100","russia-white-list-2"],"host_organization":"https://openalex.org/P4310315679","host_organization_name":"Optica Publishing Group","host_organization_lineage":["https://openalex.org/P4310315679"],"host_organization_lineage_names":["Optica Publishing Group"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Optics","raw_type":"journal-article"},{"id":"pmid:25967486","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25967486","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied optics","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G5449291334","display_name":null,"funder_award_id":"BK20140874","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"}],"funders":[{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1973749314","https://openalex.org/W1983300364","https://openalex.org/W1985752228","https://openalex.org/W2008164950","https://openalex.org/W2015365914","https://openalex.org/W2030211026","https://openalex.org/W2031777815","https://openalex.org/W2040286733","https://openalex.org/W2047669106","https://openalex.org/W2051503120","https://openalex.org/W2056722770","https://openalex.org/W2075042196","https://openalex.org/W2103913786","https://openalex.org/W2105342633","https://openalex.org/W2105910985","https://openalex.org/W2113532408","https://openalex.org/W2117577677","https://openalex.org/W2120423892","https://openalex.org/W2121914984","https://openalex.org/W2160225526","https://openalex.org/W2477488858"],"related_works":["https://openalex.org/W2790149307","https://openalex.org/W2790941332","https://openalex.org/W2005084369","https://openalex.org/W2056314450","https://openalex.org/W2076201267","https://openalex.org/W2114561711","https://openalex.org/W1983300364","https://openalex.org/W2039376124","https://openalex.org/W2052849307","https://openalex.org/W1984996219"],"abstract_inverted_index":{"The":[0,106],"recorded":[1],"spectra":[2],"often":[3],"suffer":[4],"noise":[5,53],"and":[6,9,40,54,57,96,115,121],"band":[7],"overlapping,":[8],"deconvolution":[10,69,89],"methods":[11,90,117],"are":[12,38,49,103],"always":[13,28],"used":[14],"for":[15,51],"spectral":[16,23,68],"recovery.":[17],"However,":[18],"during":[19],"the":[20,25,43,46,67,74,112,129],"process":[21],"of":[22,73,76],"recovery,":[24,120],"details":[26],"cannot":[27],"be":[29],"preserved.":[30],"To":[31],"solve":[32],"this":[33],"problem,":[34],"two":[35],"regularization":[36,47,63,83,94,101],"terms":[37],"introduced":[39,65],"proposed.":[41,86],"First,":[42],"conditions":[44],"on":[45,92,98],"term":[48],"analyzed":[50],"smoothing":[52],"preserving":[55],"detail,":[56],"according":[58],"to":[59,125],"these":[60],"conditions,":[61],"\u03c6HL":[62,77,82,93,100],"is":[64,85,123],"into":[66],"model.":[70],"In":[71],"view":[72],"deficiency":[75],"under":[78],"noisy":[79,130],"condition,":[80],"adaptive":[81,99],"(\u03c6AHL)":[84],"Then":[87],"semi-blind":[88],"based":[91,97],"(SBD-HL)":[95],"(SBD-AHL)":[102],"proposed,":[104],"respectively.":[105],"simulation":[107],"experimental":[108],"results":[109],"indicate":[110],"that":[111],"proposed":[113],"SBD-HL":[114],"SBD-AHL":[116,122],"have":[118],"better":[119],"superior":[124],"SBD-HL,":[126],"especially":[127],"in":[128],"case.":[131]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1}],"updated_date":"2026-10-09T09:14:12.587421","created_date":"2016-06-24T00:00:00"}