{"id":"https://openalex.org/W4410341403","doi":"https://doi.org/10.1109/ncc63735.2025.10983275","title":"A Variational Model for Image Restoration under Blur and Noise using Nuclear Norm regularization","display_name":"A Variational Model for Image Restoration under Blur and Noise using Nuclear Norm regularization","publication_year":2025,"publication_date":"2025-03-06","ids":{"openalex":"https://openalex.org/W4410341403","doi":"https://doi.org/10.1109/ncc63735.2025.10983275"},"language":"en","primary_location":{"id":"doi:10.1109/ncc63735.2025.10983275","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ncc63735.2025.10983275","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 National Conference on Communications (NCC)","raw_type":"proceedings-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/A5002377642","display_name":"Suman Kumar Maji","orcid":"https://orcid.org/0000-0003-4019-0980"},"institutions":[{"id":"https://openalex.org/I132153292","display_name":"Indian Institute of Technology Patna","ror":"https://ror.org/01ft5vz71","country_code":"IN","type":"education","lineage":["https://openalex.org/I132153292"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Suman Kumar Maji","raw_affiliation_strings":["Indian Institute of Technology Patna Bihta,Department of Computer Science and Engineering,Patna,Bihar,India,801103"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Patna Bihta,Department of Computer Science and Engineering,Patna,Bihar,India,801103","institution_ids":["https://openalex.org/I132153292"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075004436","display_name":"J\u00e9r\u00f4me Boulanger","orcid":"https://orcid.org/0000-0003-0237-3743"},"institutions":[{"id":"https://openalex.org/I170203145","display_name":"MRC Laboratory of Molecular Biology","ror":"https://ror.org/00tw3jy02","country_code":"GB","type":"facility","lineage":["https://openalex.org/I170203145","https://openalex.org/I4210087105","https://openalex.org/I90344618"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"J\u00e9r\u00f4me Boulanger","raw_affiliation_strings":["MRC Laboratory of Molecular Biology Francis Crick Avenue Cambridge,UK,CB2 0QH"],"affiliations":[{"raw_affiliation_string":"MRC Laboratory of Molecular Biology Francis Crick Avenue Cambridge,UK,CB2 0QH","institution_ids":["https://openalex.org/I170203145"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5002377642"],"corresponding_institution_ids":["https://openalex.org/I132153292"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10845429,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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":0.9990000128746033,"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":0.998199999332428,"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/image-restoration","display_name":"Image restoration","score":0.7662594318389893},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.6911774277687073},{"id":"https://openalex.org/keywords/matrix-norm","display_name":"Matrix norm","score":0.49447107315063477},{"id":"https://openalex.org/keywords/norm","display_name":"Norm (philosophy)","score":0.44243040680885315},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4373958706855774},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.42416995763778687},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4050021469593048},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.39247825741767883},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.25509822368621826},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.25019916892051697},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.21947309374809265}],"concepts":[{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.7662594318389893},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.6911774277687073},{"id":"https://openalex.org/C92207270","wikidata":"https://www.wikidata.org/wiki/Q939253","display_name":"Matrix norm","level":3,"score":0.49447107315063477},{"id":"https://openalex.org/C191795146","wikidata":"https://www.wikidata.org/wiki/Q3878446","display_name":"Norm (philosophy)","level":2,"score":0.44243040680885315},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4373958706855774},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.42416995763778687},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4050021469593048},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.39247825741767883},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.25509822368621826},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.25019916892051697},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.21947309374809265},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ncc63735.2025.10983275","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ncc63735.2025.10983275","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 National Conference on Communications (NCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.6899999976158142,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1998991750","https://openalex.org/W2011687187","https://openalex.org/W2017812570","https://openalex.org/W2054640142","https://openalex.org/W2070090377","https://openalex.org/W2092663520","https://openalex.org/W2105119246","https://openalex.org/W2113320101","https://openalex.org/W2113945798","https://openalex.org/W2122714239","https://openalex.org/W2122768752","https://openalex.org/W2135367316","https://openalex.org/W2142005762","https://openalex.org/W2147298660","https://openalex.org/W2156733531","https://openalex.org/W2167439109","https://openalex.org/W2429909972","https://openalex.org/W2613155248","https://openalex.org/W2898073613","https://openalex.org/W2955179830","https://openalex.org/W2980933036","https://openalex.org/W3100594395","https://openalex.org/W3165634169","https://openalex.org/W3167568784","https://openalex.org/W4225580305","https://openalex.org/W4226069090","https://openalex.org/W6681807782"],"related_works":["https://openalex.org/W2357322570","https://openalex.org/W2997591215","https://openalex.org/W2227541280","https://openalex.org/W2029783634","https://openalex.org/W2979181971","https://openalex.org/W2134887131","https://openalex.org/W2006843870","https://openalex.org/W1598401975","https://openalex.org/W2109920143","https://openalex.org/W208067387"],"abstract_inverted_index":{"Blur":[0],"and":[1,13,23,39,49,58,74,93],"noise":[2,56],"are":[3,25],"intrinsic":[4],"factors":[5],"that":[6,32],"develop":[7],"during":[8],"the":[9,18,43,85,91,95,117],"image":[10,19,29,113,127],"acquisition":[11,20],"process":[12],"poses":[14],"a":[15,26,68,122],"limitation":[16],"on":[17,55,60,77],"system.":[21],"Denoising":[22],"deconvolution":[24,59,75],"class":[27],"of":[28,84,88,119],"processing":[30],"algorithms":[31,44],"aim":[33],"to":[34],"recover":[35],"these":[36],"spatially":[37],"blurred":[38],"noisy":[40],"images.":[41],"Both":[42],"have":[45],"their":[46],"own":[47],"merits":[48],"drawbacks,":[50],"with":[51,107],"denoising":[52,73],"primarily":[53],"focusing":[54],"removal":[57],"blur":[61],"removal.":[62],"In":[63],"this":[64],"paper,":[65],"we":[66],"propose":[67],"variational":[69],"formulation":[70],"for":[71,111,126],"applying":[72],"jointly":[76],"an":[78],"acquired":[79],"image.":[80],"We":[81],"make":[82],"use":[83],"nuclear":[86],"norm":[87],"Hessian":[89],"as":[90],"regularizer":[92],"solve":[94],"resultant":[96],"optimization":[97],"problem":[98],"using":[99,120],"primal":[100],"dual":[101],"hybrid":[102],"gradient":[103],"descent":[104],"algorithms.":[105],"Comparison":[106],"multiple":[108],"classical":[109],"techniques,":[110],"different":[112],"degradation":[114],"scenarios,":[115],"justifies":[116],"merit":[118],"such":[121],"joint":[123],"denoising-deconvolution":[124],"scheme":[125],"restoration.":[128]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
