{"id":"https://openalex.org/W2900331589","doi":"https://doi.org/10.1109/tcyb.2018.2876511","title":"Text Image Deblurring Using Kernel Sparsity Prior","display_name":"Text Image Deblurring Using Kernel Sparsity Prior","publication_year":2018,"publication_date":"2018-11-05","ids":{"openalex":"https://openalex.org/W2900331589","doi":"https://doi.org/10.1109/tcyb.2018.2876511","mag":"2900331589","pmid":"https://pubmed.ncbi.nlm.nih.gov/30403647"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2018.2876511","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2018.2876511","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Transactions on Cybernetics","raw_type":"journal-article"},"type":"article","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/A5033676752","display_name":"Xianyong Fang","orcid":"https://orcid.org/0000-0002-6045-8430"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xianyong Fang","raw_affiliation_strings":["School of Computer Science and Technology, Anhui University, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009751003","display_name":"Qiang Zhou","orcid":"https://orcid.org/0000-0002-7902-9732"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang Zhou","raw_affiliation_strings":["School of Computer Science and Technology, Anhui University, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102851352","display_name":"Jianbing Shen","orcid":"https://orcid.org/0000-0003-2656-3082"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianbing Shen","raw_affiliation_strings":["Beijing Laboratory of Intelligent Information Technology, School of Computer Science, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Laboratory of Intelligent Information Technology, School of Computer Science, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014763438","display_name":"Christian Jacquemin","orcid":null},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I102197404","display_name":"Universit\u00e9 Paris-Sud","ror":"https://ror.org/028rypz17","country_code":"FR","type":"education","lineage":["https://openalex.org/I102197404"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Christian Jacquemin","raw_affiliation_strings":["Universit\u00e9 Paris-Sud, Universit\u00e9 Paris-Saclay, Orsay, France"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Paris-Sud, Universit\u00e9 Paris-Saclay, Orsay, France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I102197404"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082634513","display_name":"Ling Shao","orcid":"https://orcid.org/0000-0002-8264-6117"},"institutions":[{"id":"https://openalex.org/I4210116052","display_name":"Inception Institute of Artificial Intelligence","ror":"https://ror.org/02664zk40","country_code":"AE","type":"facility","lineage":["https://openalex.org/I4210116052"]},{"id":"https://openalex.org/I1118541","display_name":"University of East Anglia","ror":"https://ror.org/026k5mg93","country_code":"GB","type":"education","lineage":["https://openalex.org/I1118541"]}],"countries":["AE","GB"],"is_corresponding":false,"raw_author_name":"Ling Shao","raw_affiliation_strings":["Inception Institute of Artificial Intelligence, Abu Dhabi, UAE","School of Computing Sciences, University of East Anglia, Norwich, U.K"],"affiliations":[{"raw_affiliation_string":"Inception Institute of Artificial Intelligence, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I4210116052"]},{"raw_affiliation_string":"School of Computing Sciences, University of East Anglia, Norwich, U.K","institution_ids":["https://openalex.org/I1118541"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5033676752"],"corresponding_institution_ids":["https://openalex.org/I143868143"],"apc_list":null,"apc_paid":null,"fwci":0.9401,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.81175805,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"50","issue":"3","first_page":"997","last_page":"1008"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","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/T11105","display_name":"Advanced Image Processing Techniques","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/T10688","display_name":"Image and Signal Denoising Methods","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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9939000010490417,"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":0.950431227684021},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.7230062484741211},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5370951890945435},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5275231003761292},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4574018120765686},{"id":"https://openalex.org/keywords/norm","display_name":"Norm (philosophy)","score":0.4526098966598511},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.38341787457466125},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.37646105885505676},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37357160449028015},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3597908616065979},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.3185358941555023},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.10594809055328369}],"concepts":[{"id":"https://openalex.org/C2777693668","wikidata":"https://www.wikidata.org/wiki/Q25053743","display_name":"Deblurring","level":5,"score":0.950431227684021},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.7230062484741211},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5370951890945435},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5275231003761292},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4574018120765686},{"id":"https://openalex.org/C191795146","wikidata":"https://www.wikidata.org/wiki/Q3878446","display_name":"Norm (philosophy)","level":2,"score":0.4526098966598511},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.38341787457466125},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.37646105885505676},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37357160449028015},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3597908616065979},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3185358941555023},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.10594809055328369},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tcyb.2018.2876511","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2018.2876511","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Transactions on Cybernetics","raw_type":"journal-article"},{"id":"pmid:30403647","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30403647","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":"IEEE transactions on cybernetics","raw_type":null},{"id":"pmh:oai:ueaeprints.uea.ac.uk:68939","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400384","display_name":"UEA Digital Repository (University of East Anglia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1118541","host_organization_name":"University of East Anglia","host_organization_lineage":["https://openalex.org/I1118541"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4399999976158142,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G3023824581","display_name":null,"funder_award_id":"61502005","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4421281536","display_name":null,"funder_award_id":"1608085QF129","funder_id":"https://openalex.org/F4320334897","funder_display_name":"Natural Science Foundation of Anhui Province"},{"id":"https://openalex.org/G4527001813","display_name":null,"funder_award_id":"4182056","funder_id":"https://openalex.org/F4320322919","funder_display_name":"Natural Science Foundation of Beijing Municipality"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322919","display_name":"Natural Science Foundation of Beijing Municipality","ror":null},{"id":"https://openalex.org/F4320334897","display_name":"Natural Science Foundation of Anhui Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W436406968","https://openalex.org/W1973791143","https://openalex.org/W1974736746","https://openalex.org/W1976730913","https://openalex.org/W1987075379","https://openalex.org/W1999787974","https://openalex.org/W2002193550","https://openalex.org/W2002670936","https://openalex.org/W2007997259","https://openalex.org/W2036682493","https://openalex.org/W2040737430","https://openalex.org/W2045849979","https://openalex.org/W2047123483","https://openalex.org/W2061052400","https://openalex.org/W2073489937","https://openalex.org/W2108424265","https://openalex.org/W2128839247","https://openalex.org/W2132181908","https://openalex.org/W2138204001","https://openalex.org/W2141115311","https://openalex.org/W2147298660","https://openalex.org/W2147354314","https://openalex.org/W2150125057","https://openalex.org/W2150388862","https://openalex.org/W2167307343","https://openalex.org/W2294970404","https://openalex.org/W2295281957","https://openalex.org/W2319561215","https://openalex.org/W2320738207","https://openalex.org/W2461759225","https://openalex.org/W2465552163","https://openalex.org/W2472069500","https://openalex.org/W2474628748","https://openalex.org/W2519597608","https://openalex.org/W2520274358","https://openalex.org/W2529970009","https://openalex.org/W2556556019","https://openalex.org/W2560533888","https://openalex.org/W2571662414","https://openalex.org/W2612135493","https://openalex.org/W2740543610","https://openalex.org/W2757028014","https://openalex.org/W2768024897","https://openalex.org/W2996868574","https://openalex.org/W3099794995","https://openalex.org/W3122238731","https://openalex.org/W6681807782","https://openalex.org/W6684694354","https://openalex.org/W6730518680"],"related_works":["https://openalex.org/W2066613488","https://openalex.org/W2031788393","https://openalex.org/W791927757","https://openalex.org/W2182590612","https://openalex.org/W3034770329","https://openalex.org/W4220831754","https://openalex.org/W3153582293","https://openalex.org/W2905397092","https://openalex.org/W2089488370","https://openalex.org/W2269775642"],"abstract_inverted_index":{"Previous":[0],"methods":[1],"on":[2],"text":[3,21,33,61],"image":[4,22,34,62],"motion":[5,23],"deblurring":[6,24,51],"seldom":[7],"consider":[8],"the":[9,13,28,40,46,50,54,60,80,88,91,105,116,119],"sparse":[10,29,57],"characteristics":[11],"of":[12,31,90,118],"blur":[14,47],"kernel.":[15,37],"This":[16],"paper":[17],"proposes":[18],"a":[19,67,94,109],"new":[20],"method":[25,98],"by":[26,75],"exploiting":[27],"properties":[30],"both":[32],"itself":[35],"and":[36,63,125],"It":[38],"incorporates":[39],"L":[41,55,68],"<sub>0</sub>":[42,56,69],"-norm":[43],"for":[44,59],"regularizing":[45],"kernel":[48,96,111],"in":[49],"model,":[52],"besides":[53],"priors":[58],"its":[64],"gradient.":[65],"Such":[66],"-norm-based":[70],"model":[71],"is":[72,99],"efficiently":[73],"optimized":[74],"half-quadratic":[76],"splitting":[77],"coupled":[78],"with":[79],"fast":[81],"conjugate":[82],"descent":[83],"method.":[84,121],"To":[85],"further":[86],"improve":[87],"quality":[89],"recovered":[92],"kernel,":[93],"structure-preserving":[95],"denoising":[97],"also":[100],"developed":[101],"to":[102],"filter":[103],"out":[104],"noisy":[106],"pixels,":[107],"yielding":[108],"clean":[110],"curve.":[112],"Experimental":[113],"results":[114,126],"show":[115],"superiority":[117],"proposed":[120],"The":[122],"source":[123],"code":[124],"are":[127],"available":[128],"at:":[129],"https://github.com/shenjianbing/text-image-deblur.":[130]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":6},{"year":2019,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
