{"id":"https://openalex.org/W3045665182","doi":"https://doi.org/10.18280/ts.370321","title":"A Comprehensive Review of Blind Deconvolution Techniques for Image Deblurring","display_name":"A Comprehensive Review of Blind Deconvolution Techniques for Image Deblurring","publication_year":2020,"publication_date":"2020-06-30","ids":{"openalex":"https://openalex.org/W3045665182","doi":"https://doi.org/10.18280/ts.370321","mag":"3045665182"},"language":"en","primary_location":{"id":"doi:10.18280/ts.370321","is_oa":true,"landing_page_url":"https://doi.org/10.18280/ts.370321","pdf_url":"http://www.iieta.org/download/file/fid/36059","source":{"id":"https://openalex.org/S120060627","display_name":"Traitement du signal","issn_l":"0765-0019","issn":["0765-0019","1958-5608"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310312982","host_organization_name":"International Information and Engineering Technology Association","host_organization_lineage":["https://openalex.org/P4310312982"],"host_organization_lineage_names":["International Information and Engineering Technology Association"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Traitement du Signal","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"http://www.iieta.org/download/file/fid/36059","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5017800073","display_name":"Pooja Satish","orcid":null},"institutions":[{"id":"https://openalex.org/I126824641","display_name":"JSS Academy of Higher Education and Research","ror":"https://ror.org/013x70191","country_code":"IN","type":"education","lineage":["https://openalex.org/I126824641"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pooja Satish","raw_affiliation_strings":["JSS Academy of Technical Education, Bangalore 560060, Karnataka, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JSS Academy of Technical Education, Bangalore 560060, Karnataka, India","institution_ids":["https://openalex.org/I126824641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022996807","display_name":"S Mallikarjunaswamy","orcid":"https://orcid.org/0000-0003-1106-5515"},"institutions":[{"id":"https://openalex.org/I126824641","display_name":"JSS Academy of Higher Education and Research","ror":"https://ror.org/013x70191","country_code":"IN","type":"education","lineage":["https://openalex.org/I126824641"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Mallikarjunaswamy Srikantaswamy","raw_affiliation_strings":["JSS Academy of Technical Education, Bangalore 560060, Karnataka, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"JSS Academy of Technical Education, Bangalore 560060, Karnataka, India","institution_ids":["https://openalex.org/I126824641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070694668","display_name":"Nataraj Ramaswamy","orcid":null},"institutions":[{"id":"https://openalex.org/I4405265651","display_name":"Don Bosco Institute of Technology","ror":"https://ror.org/05cgwcr60","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405265651"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Nataraj Ramaswamy","raw_affiliation_strings":["Don Bosco Institute of Technology, Bangalore 560074, Karnataka, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Don Bosco Institute of Technology, Bangalore 560074, Karnataka, India","institution_ids":["https://openalex.org/I4405265651"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5022996807"],"corresponding_institution_ids":["https://openalex.org/I126824641"],"apc_list":null,"apc_paid":null,"fwci":3.7503,"has_fulltext":true,"cited_by_count":60,"citation_normalized_percentile":{"value":0.94293851,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"37","issue":"3","first_page":"527","last_page":"539"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9997000098228455,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9997000098228455,"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/T10688","display_name":"Image and Signal Denoising Methods","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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9965999722480774,"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/deblurring","display_name":"Deblurring","score":0.993899941444397},{"id":"https://openalex.org/keywords/deconvolution","display_name":"Deconvolution","score":0.8070924282073975},{"id":"https://openalex.org/keywords/blind-deconvolution","display_name":"Blind deconvolution","score":0.7508834600448608},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5577053427696228},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.48145240545272827},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47077202796936035},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4230315685272217},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.37674540281295776},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3679433763027191},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.2789732813835144},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.21194928884506226}],"concepts":[{"id":"https://openalex.org/C2777693668","wikidata":"https://www.wikidata.org/wiki/Q25053743","display_name":"Deblurring","level":5,"score":0.993899941444397},{"id":"https://openalex.org/C174576160","wikidata":"https://www.wikidata.org/wiki/Q1183700","display_name":"Deconvolution","level":2,"score":0.8070924282073975},{"id":"https://openalex.org/C30044814","wikidata":"https://www.wikidata.org/wiki/Q11334452","display_name":"Blind deconvolution","level":3,"score":0.7508834600448608},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5577053427696228},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.48145240545272827},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47077202796936035},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4230315685272217},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.37674540281295776},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3679433763027191},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2789732813835144},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.21194928884506226}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18280/ts.370321","is_oa":true,"landing_page_url":"https://doi.org/10.18280/ts.370321","pdf_url":"http://www.iieta.org/download/file/fid/36059","source":{"id":"https://openalex.org/S120060627","display_name":"Traitement du signal","issn_l":"0765-0019","issn":["0765-0019","1958-5608"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310312982","host_organization_name":"International Information and Engineering Technology Association","host_organization_lineage":["https://openalex.org/P4310312982"],"host_organization_lineage_names":["International Information and Engineering Technology Association"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Traitement du Signal","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.18280/ts.370321","is_oa":true,"landing_page_url":"https://doi.org/10.18280/ts.370321","pdf_url":"http://www.iieta.org/download/file/fid/36059","source":{"id":"https://openalex.org/S120060627","display_name":"Traitement du signal","issn_l":"0765-0019","issn":["0765-0019","1958-5608"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310312982","host_organization_name":"International Information and Engineering Technology Association","host_organization_lineage":["https://openalex.org/P4310312982"],"host_organization_lineage_names":["International Information and Engineering Technology Association"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Traitement du Signal","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320324893","display_name":"Visvesvaraya Technological University","ror":"https://ror.org/00ha14p11"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3045665182.pdf","grobid_xml":"https://content.openalex.org/works/W3045665182.grobid-xml"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W233979554","https://openalex.org/W272355707","https://openalex.org/W1457323852","https://openalex.org/W1528488479","https://openalex.org/W1598281290","https://openalex.org/W1795014501","https://openalex.org/W1972406935","https://openalex.org/W1976621322","https://openalex.org/W1976730913","https://openalex.org/W1978333359","https://openalex.org/W1983873692","https://openalex.org/W1984859941","https://openalex.org/W1987075379","https://openalex.org/W1992309968","https://openalex.org/W1997123714","https://openalex.org/W2030148064","https://openalex.org/W2062811295","https://openalex.org/W2067518279","https://openalex.org/W2070090377","https://openalex.org/W2100522270","https://openalex.org/W2103913786","https://openalex.org/W2106346047","https://openalex.org/W2106858323","https://openalex.org/W2117998419","https://openalex.org/W2122006312","https://openalex.org/W2128104012","https://openalex.org/W2138204001","https://openalex.org/W2147298660","https://openalex.org/W2150134853","https://openalex.org/W2156394893","https://openalex.org/W2167307343","https://openalex.org/W2187446163","https://openalex.org/W2244641485","https://openalex.org/W2253696294","https://openalex.org/W2293687245","https://openalex.org/W2294894404","https://openalex.org/W2294970404","https://openalex.org/W2295075204","https://openalex.org/W2334453399","https://openalex.org/W2342462648","https://openalex.org/W2343731969","https://openalex.org/W2346276594","https://openalex.org/W2539441152","https://openalex.org/W2735509631","https://openalex.org/W2754775787","https://openalex.org/W2963292728","https://openalex.org/W2964736125","https://openalex.org/W2997970126","https://openalex.org/W3098280849","https://openalex.org/W4231295697","https://openalex.org/W4250340190","https://openalex.org/W7027716524","https://openalex.org/W7048492414"],"related_works":["https://openalex.org/W2183859825","https://openalex.org/W4322727371","https://openalex.org/W3137059050","https://openalex.org/W2906703443","https://openalex.org/W4385800852","https://openalex.org/W2094238738","https://openalex.org/W1993928981","https://openalex.org/W2128376275","https://openalex.org/W3135409736","https://openalex.org/W2280335824"],"abstract_inverted_index":{"Image":[0],"Deblurring":[1],"is":[2,15,59,109,154],"a":[3],"very":[4],"popular":[5],"area":[6],"of":[7,40,65,106,118,130,133,140,158,164,166],"research":[8,33],"in":[9,28,45,51,69,93,143],"all":[10],"over":[11],"the":[12,32,38,47,56,62,66,77,85,99,107,110,115,131,134,138,145,150,162,167],"world.":[13],"It":[14],"an":[16,24],"illposed":[17,78],"problem":[18,79,148],"which":[19],"still":[20],"does":[21],"not":[22],"have":[23],"ideal":[25],"solution.":[26],"Therefore,":[27],"order":[29],"to":[30,36,46,75,98,161],"analyse":[31],"problems":[34],"and":[35,72,120,137,170,176],"understand":[37],"statement":[39],"image":[41,70],"deblurring":[42,71],"we":[43],"look":[44],"state-of-the-art":[48],"methods":[49],"proposed":[50],"various":[52,141],"recent":[53],"publications.":[54],"Hence,":[55],"present":[57],"study":[58],"focused":[60],"on":[61,84],"overall":[63,86],"review":[64],"techniques":[67],"used":[68],"their":[73],"solutions":[74],"tackle":[76],"using":[80,149],"mathematical":[81],"model.":[82],"Based":[83],"technique":[87],"simple":[88],"MAP":[89,151,168],"model":[90],"falls":[91],"short":[92],"either":[94],"deriving":[95],"accurate":[96],"convergence":[97,165],"global":[100],"optimum":[101],"or":[102],"computational":[103,172],"implementation.":[104],"Convergence":[105],"algorithm":[108,169],"most":[111],"important":[112],"factor":[113],"for":[114,123,125],"effective":[116],"performance":[117],"Lo":[119],"L1":[121],"norms":[122],"regularizers":[124],"theoretical":[126],"applications.":[127],"The":[128,156],"importance":[129],"choice":[132],"correct":[135],"estimator":[136],"role":[139],"priors":[142,160],"solving":[144],"imaging":[146],"inverse":[147],"estimation":[152],"method":[153],"discussed.":[155],"consequence":[157],"different":[159],"rate":[163],"its":[171],"complexity":[173],"are":[174],"studied":[175],"tabulated.":[177]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":22},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
