{"id":"https://openalex.org/W2781682587","doi":"https://doi.org/10.1109/lsp.2017.2789018","title":"Residual Correlation Regularization Based Image Denoising","display_name":"Residual Correlation Regularization Based Image Denoising","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2781682587","doi":"https://doi.org/10.1109/lsp.2017.2789018","mag":"2781682587"},"language":"en","primary_location":{"id":"doi:10.1109/lsp.2017.2789018","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lsp.2017.2789018","pdf_url":null,"source":{"id":"https://openalex.org/S120629676","display_name":"IEEE Signal Processing Letters","issn_l":"1070-9908","issn":["1070-9908","1558-2361"],"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 Signal Processing Letters","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/11129/15026","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083868734","display_name":"Gulsher Baloch","orcid":"https://orcid.org/0000-0001-6173-3353"},"institutions":[{"id":"https://openalex.org/I36515993","display_name":"Eastern Mediterranean University","ror":"https://ror.org/00excyz84","country_code":"CY","type":"education","lineage":["https://openalex.org/I36515993"]},{"id":"https://openalex.org/I68288478","display_name":"Sukkur IBA University","ror":"https://ror.org/03e5jvk98","country_code":"PK","type":"education","lineage":["https://openalex.org/I68288478"]}],"countries":["CY","PK"],"is_corresponding":false,"raw_author_name":"Gulsher Baloch","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Eastern Mediterranean University, Gazimagusa, Turkey","Sukkur Institute of Business Administration, Sukkur, Pakistan"],"raw_orcid":"https://orcid.org/0000-0001-6173-3353","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Eastern Mediterranean University, Gazimagusa, Turkey","institution_ids":["https://openalex.org/I36515993"]},{"raw_affiliation_string":"Sukkur Institute of Business Administration, Sukkur, Pakistan","institution_ids":["https://openalex.org/I68288478"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068136282","display_name":"H\u00fcseyin \u00d6zkaramanl\u0131","orcid":null},"institutions":[{"id":"https://openalex.org/I36515993","display_name":"Eastern Mediterranean University","ror":"https://ror.org/00excyz84","country_code":"CY","type":"education","lineage":["https://openalex.org/I36515993"]}],"countries":["CY"],"is_corresponding":false,"raw_author_name":"Huseyin Ozkaramanli","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Eastern Mediterranean University, Gazimagusa, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Eastern Mediterranean University, Gazimagusa, Turkey","institution_ids":["https://openalex.org/I36515993"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010529350","display_name":"Runyi Yu","orcid":"https://orcid.org/0000-0003-1925-8442"},"institutions":[{"id":"https://openalex.org/I36515993","display_name":"Eastern Mediterranean University","ror":"https://ror.org/00excyz84","country_code":"CY","type":"education","lineage":["https://openalex.org/I36515993"]}],"countries":["CY"],"is_corresponding":false,"raw_author_name":"Runyi Yu","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Eastern Mediterranean University, Gazimagusa, Turkey"],"raw_orcid":"https://orcid.org/0000-0003-1925-8442","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Eastern Mediterranean University, Gazimagusa, Turkey","institution_ids":["https://openalex.org/I36515993"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8507,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.74105956,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"25","issue":"2","first_page":"298","last_page":"302"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":1.0,"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":1.0,"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":0.9991000294685364,"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":0.9983000159263611,"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/residual","display_name":"Residual","score":0.7816643118858337},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.6671129465103149},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.5902448892593384},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5556026697158813},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5405579805374146},{"id":"https://openalex.org/keywords/neural-coding","display_name":"Neural coding","score":0.498089075088501},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.48768746852874756},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4777980446815491},{"id":"https://openalex.org/keywords/matching-pursuit","display_name":"Matching pursuit","score":0.4219200015068054},{"id":"https://openalex.org/keywords/noise-measurement","display_name":"Noise measurement","score":0.41198965907096863},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.40322214365005493},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.13169768452644348}],"concepts":[{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.7816643118858337},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.6671129465103149},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.5902448892593384},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5556026697158813},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5405579805374146},{"id":"https://openalex.org/C77637269","wikidata":"https://www.wikidata.org/wiki/Q7002051","display_name":"Neural coding","level":2,"score":0.498089075088501},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.48768746852874756},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4777980446815491},{"id":"https://openalex.org/C156872377","wikidata":"https://www.wikidata.org/wiki/Q6786281","display_name":"Matching pursuit","level":3,"score":0.4219200015068054},{"id":"https://openalex.org/C29265498","wikidata":"https://www.wikidata.org/wiki/Q7047719","display_name":"Noise measurement","level":3,"score":0.41198965907096863},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.40322214365005493},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.13169768452644348}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/lsp.2017.2789018","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lsp.2017.2789018","pdf_url":null,"source":{"id":"https://openalex.org/S120629676","display_name":"IEEE Signal Processing Letters","issn_l":"1070-9908","issn":["1070-9908","1558-2361"],"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 Signal Processing Letters","raw_type":"journal-article"},{"id":"pmh:oai:i-rep.emu.edu.tr:11129/15026","is_oa":true,"landing_page_url":"https://hdl.handle.net/11129/15026","pdf_url":null,"source":{"id":"https://openalex.org/S4306402300","display_name":"Eastern Mediterranean University Institutional Repository (Eastern Mediterranean University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I36515993","host_organization_name":"Eastern Mediterranean University","host_organization_lineage":["https://openalex.org/I36515993"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:i-rep.emu.edu.tr:11129/15026","is_oa":true,"landing_page_url":"https://hdl.handle.net/11129/15026","pdf_url":null,"source":{"id":"https://openalex.org/S4306402300","display_name":"Eastern Mediterranean University Institutional Repository (Eastern Mediterranean University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I36515993","host_organization_name":"Eastern Mediterranean University","host_organization_lineage":["https://openalex.org/I36515993"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5099999904632568}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1976717824","https://openalex.org/W1978749115","https://openalex.org/W2005876975","https://openalex.org/W2012221838","https://openalex.org/W2031132039","https://openalex.org/W2056370875","https://openalex.org/W2115429828","https://openalex.org/W2133665775","https://openalex.org/W2153663612","https://openalex.org/W2160095396","https://openalex.org/W2160547390","https://openalex.org/W2164647001","https://openalex.org/W2165317121","https://openalex.org/W2172275395","https://openalex.org/W2565596916","https://openalex.org/W2612151026"],"related_works":["https://openalex.org/W3209466624","https://openalex.org/W2126683262","https://openalex.org/W4287867034","https://openalex.org/W3108403339","https://openalex.org/W2162712524","https://openalex.org/W2142924612","https://openalex.org/W3005783148","https://openalex.org/W4312518509","https://openalex.org/W383418545","https://openalex.org/W1988121823"],"abstract_inverted_index":{"Patch-based":[0],"denoising":[1,120,159],"algorithms":[2,121],"aim":[3],"to":[4,70,86,167,172],"reconstruct":[5],"the":[6,12,32,38,101,113,148,173],"clean":[7,39,94],"image":[8,40,54,95],"patch":[9,34],"leaving":[10],"behind":[11],"residual":[13,18,33,49,61],"as":[14,63,65,138,140],"contaminating":[15,24],"noise.":[16,25],"The":[17,56,93,110,161],"should":[19],"possess":[20],"statistical":[21],"properties":[22],"of":[23,104,112,124,176],"However,":[26],"it":[27],"is":[28,96,116,151,164],"very":[29],"likely":[30],"that":[31,147],"contains":[35],"remnants":[36],"from":[37],"patch.":[41],"In":[42],"this":[43],"letter,":[44],"we":[45],"propose":[46],"a":[47,87],"new":[48,88],"correlation":[50],"based":[51],"regularization":[52,57],"for":[53,75],"denoising.":[55],"can":[58],"effectively":[59],"render":[60],"patches":[62],"uncorrelated":[64],"possible.":[66],"It":[67,83],"allows":[68],"us":[69],"derive":[71],"an":[72,169],"analytical":[73],"solution":[74],"sparse":[76,105],"coding":[77,106],"(atom":[78],"selection":[79],"and":[80,107,133,154,178],"coefficient":[81],"calculation).":[82],"also":[84,165],"leads":[85],"online":[89],"dictionary":[90,108],"learning":[91],"update.":[92],"obtained":[97],"through":[98,141],"alternating":[99],"between":[100],"two":[102],"stages":[103],"updating.":[109],"performance":[111],"proposed":[114,149,162],"algorithm":[115,150,163,175],"compared":[117],"with":[118],"state-of-the-art":[119],"in":[122],"terms":[123],"peak":[125],"signal-to-noise":[126],"ratio":[127],"(PSNR),":[128],"structural":[129],"similarity":[130,135],"index":[131,136],"(SSIM),":[132],"feature":[134],"(FSIM),":[137],"well":[139],"visual":[142],"comparison.":[143],"Experimental":[144],"results":[145],"show":[146],"highly":[152],"competitive":[153],"often":[155],"better":[156],"than":[157],"leading":[158],"algorithms.":[160],"shown":[166],"offer":[168],"efficient":[170],"complement":[171],"benchmark":[174],"block-matching":[177],"3D":[179],"filtering":[180],"(BM3D)":[181],"especially.":[182]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":1}],"updated_date":"2026-08-09T07:27:16.801131","created_date":"2025-10-10T00:00:00"}