{"id":"https://openalex.org/W2743644158","doi":"https://doi.org/10.1186/s13640-017-0201-6","title":"A robust iterative algorithm for image restoration","display_name":"A robust iterative algorithm for image restoration","publication_year":2017,"publication_date":"2017-08-03","ids":{"openalex":"https://openalex.org/W2743644158","doi":"https://doi.org/10.1186/s13640-017-0201-6","mag":"2743644158","pmid":"https://pubmed.ncbi.nlm.nih.gov/32025231"},"language":"en","primary_location":{"id":"doi:10.1186/s13640-017-0201-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13640-017-0201-6","pdf_url":null,"source":{"id":"https://openalex.org/S153767265","display_name":"EURASIP Journal on Image and Video Processing","issn_l":"1687-5176","issn":["1687-5176","1687-5281"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Image and Video Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1186/s13640-017-0201-6","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047043248","display_name":"Yuewei Liu","orcid":"https://orcid.org/0000-0001-5970-4262"},"institutions":[{"id":"https://openalex.org/I32062511","display_name":"Heriot-Watt University","ror":"https://ror.org/04mghma93","country_code":"GB","type":"education","lineage":["https://openalex.org/I32062511"]},{"id":"https://openalex.org/I4210152533","display_name":"Lanzhou University of Finance and Economics","ror":"https://ror.org/04v7yv031","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210152533"]},{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Yuewei Liu","raw_affiliation_strings":["1School of Mathematics and Statistics, Lanzhou University, Lanzhou, China","2School of Engineering and Physical Sciences, Heriot Watt University, Edinburgh, UK","School of Engineering and Physical Sciences, Heriot Watt University, Edinburgh, UK","School of Mathematics and Statistics, Lanzhou University, Lanzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"1School of Mathematics and Statistics, Lanzhou University, Lanzhou, China","institution_ids":["https://openalex.org/I4210152533","https://openalex.org/I76214153"]},{"raw_affiliation_string":"2School of Engineering and Physical Sciences, Heriot Watt University, Edinburgh, UK","institution_ids":["https://openalex.org/I32062511"]},{"raw_affiliation_string":"School of Engineering and Physical Sciences, Heriot Watt University, Edinburgh, UK","institution_ids":["https://openalex.org/I32062511"]},{"raw_affiliation_string":"School of Mathematics and Statistics, Lanzhou University, Lanzhou, China","institution_ids":["https://openalex.org/I4210152533"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038285995","display_name":"Weiping Lu","orcid":"https://orcid.org/0000-0001-5103-2385"},"institutions":[{"id":"https://openalex.org/I32062511","display_name":"Heriot-Watt University","ror":"https://ror.org/04mghma93","country_code":"GB","type":"education","lineage":["https://openalex.org/I32062511"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Weiping Lu","raw_affiliation_strings":["2School of Engineering and Physical Sciences, Heriot Watt University, Edinburgh, UK","School of Engineering and Physical Sciences, Heriot Watt University, Edinburgh, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"2School of Engineering and Physical Sciences, Heriot Watt University, Edinburgh, UK","institution_ids":["https://openalex.org/I32062511"]},{"raw_affiliation_string":"School of Engineering and Physical Sciences, Heriot Watt University, Edinburgh, UK","institution_ids":["https://openalex.org/I32062511"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5038285995"],"corresponding_institution_ids":["https://openalex.org/I32062511"],"apc_list":{"value":1790,"currency":"USD","value_usd":1790},"apc_paid":{"value":1790,"currency":"USD","value_usd":1790},"fwci":0.6758,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.76603438,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"2017","issue":"1","first_page":"53","last_page":"53"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","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/T10688","display_name":"Image and Signal Denoising Methods","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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9986000061035156,"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9983999729156494,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/deblurring","display_name":"Deblurring","score":0.9757715463638306},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.7361428141593933},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.6281512975692749},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6196823120117188},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.6078243255615234},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5948640704154968},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4593977630138397},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.45745837688446045},{"id":"https://openalex.org/keywords/iterative-method","display_name":"Iterative method","score":0.41945287585258484},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.37726888060569763},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35656899213790894},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3204475939273834},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.31273025274276733},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.29014891386032104}],"concepts":[{"id":"https://openalex.org/C2777693668","wikidata":"https://www.wikidata.org/wiki/Q25053743","display_name":"Deblurring","level":5,"score":0.9757715463638306},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.7361428141593933},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.6281512975692749},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6196823120117188},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.6078243255615234},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5948640704154968},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4593977630138397},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.45745837688446045},{"id":"https://openalex.org/C159694833","wikidata":"https://www.wikidata.org/wiki/Q2321565","display_name":"Iterative method","level":2,"score":0.41945287585258484},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.37726888060569763},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35656899213790894},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3204475939273834},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.31273025274276733},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.29014891386032104},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1186/s13640-017-0201-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13640-017-0201-6","pdf_url":null,"source":{"id":"https://openalex.org/S153767265","display_name":"EURASIP Journal on Image and Video Processing","issn_l":"1687-5176","issn":["1687-5176","1687-5281"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Image and Video Processing","raw_type":"journal-article"},{"id":"pmid:32025231","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32025231","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,"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":"EURASIP journal on image and video processing","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:6979517","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6979517","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"EURASIP J Image Video Process","raw_type":"Text"},{"id":"pmh:oai:ir.lzu.edu.cn/:262010/197407","is_oa":false,"landing_page_url":"http://ir.lzu.edu.cn/handle/262010/197407","pdf_url":null,"source":{"id":"https://openalex.org/S4406923049","display_name":"Lanzhou University Institutional Repository","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:ir.lzu.edu.cn/:262010/401116","is_oa":false,"landing_page_url":"http://ir.lzu.edu.cn/handle/262010/401116","pdf_url":null,"source":{"id":"https://openalex.org/S4406923049","display_name":"Lanzhou University Institutional Repository","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal article (JA)"},{"id":"pmh:oai:doaj.org/article:fd497d73b35a4b4ca03b3c8876b9e522","is_oa":true,"landing_page_url":"https://doaj.org/article/fd497d73b35a4b4ca03b3c8876b9e522","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":"EURASIP Journal on Image and Video Processing, Vol 2017, Iss 1, Pp 1-9 (2017)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13640-017-0201-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13640-017-0201-6","pdf_url":null,"source":{"id":"https://openalex.org/S153767265","display_name":"EURASIP Journal on Image and Video Processing","issn_l":"1687-5176","issn":["1687-5176","1687-5281"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Image and Video Processing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.75,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W75297173","https://openalex.org/W1591116419","https://openalex.org/W1725459474","https://openalex.org/W1964997286","https://openalex.org/W1965570176","https://openalex.org/W1973215395","https://openalex.org/W2044810215","https://openalex.org/W2049767432","https://openalex.org/W2056370875","https://openalex.org/W2067421086","https://openalex.org/W2074510739","https://openalex.org/W2095106682","https://openalex.org/W2105119246","https://openalex.org/W2119337797","https://openalex.org/W2122714239","https://openalex.org/W2135089338","https://openalex.org/W2136396015","https://openalex.org/W2136585772","https://openalex.org/W2148273275","https://openalex.org/W2149846618","https://openalex.org/W2157011125","https://openalex.org/W2158940042","https://openalex.org/W2159080051","https://openalex.org/W3093418034","https://openalex.org/W3123837026","https://openalex.org/W4214910658","https://openalex.org/W4235713725","https://openalex.org/W4292170079"],"related_works":["https://openalex.org/W2031788393","https://openalex.org/W791927757","https://openalex.org/W2182590612","https://openalex.org/W2066650801","https://openalex.org/W2905397092","https://openalex.org/W3153582293","https://openalex.org/W2269775642","https://openalex.org/W3080537281","https://openalex.org/W2289746762","https://openalex.org/W2359633702"],"abstract_inverted_index":{"We":[0],"present":[1],"a":[2],"new":[3],"image":[4],"restoration":[5,26],"method":[6,65,91,114],"by":[7],"combining":[8],"iterative":[9],"VanCittert":[10,44],"algorithm":[11],"with":[12],"noise":[13,32,100],"reduction":[14,33],"modeling.":[15],"Our":[16],"approach":[17,49],"enables":[18],"decoupling":[19],"between":[20,96],"deblurring":[21,45],"and":[22,99,102,115],"denoising":[23],"during":[24],"the":[25,43,60,106,109,112],"process,":[27],"so":[28],"allows":[29],"any":[30],"well-established":[31],"operator":[34],"to":[35,52,80,105,118],"be":[36],"implemented":[37],"in":[38,63,82],"our":[39,64,90],"model,":[40],"independent":[41],"of":[42,59,76,108,111],"operation.":[46],"Such":[47],"an":[48,53],"has":[50],"led":[51],"analytic":[54],"expression":[55],"for":[56,72],"error":[57],"estimation":[58],"restored":[61],"images":[62],"as":[66,68],"well":[67],"simple":[69],"parameter":[70],"setting":[71],"real":[73],"applications,":[74],"both":[75],"which":[77],"are":[78],"hard":[79],"attain":[81],"many":[83,119],"regularization-based":[84],"methods.":[85,121],"Numerical":[86],"experiments":[87],"show":[88],"that":[89],"can":[92],"achieve":[93],"good":[94],"balance":[95],"structure":[97],"recovery":[98],"reduction,":[101],"perform":[103],"close":[104],"level":[107],"state":[110],"art":[113],"favorably":[116],"compared":[117],"other":[120]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}