{"id":"https://openalex.org/W4402438024","doi":"https://doi.org/10.1007/s10915-024-02671-6","title":"Quaternion-Aware Low-Rank Prior for Blind Color Image Deblurring","display_name":"Quaternion-Aware Low-Rank Prior for Blind Color Image Deblurring","publication_year":2024,"publication_date":"2024-09-11","ids":{"openalex":"https://openalex.org/W4402438024","doi":"https://doi.org/10.1007/s10915-024-02671-6"},"language":"en","primary_location":{"id":"doi:10.1007/s10915-024-02671-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10915-024-02671-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10915-024-02671-6.pdf","source":{"id":"https://openalex.org/S151550017","display_name":"Journal of Scientific Computing","issn_l":"0885-7474","issn":["0885-7474","1573-7691"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"Journal of Scientific Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10915-024-02671-6.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100396834","display_name":"Hao Zhang","orcid":"https://orcid.org/0000-0001-9786-5008"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Hao Zhang","raw_affiliation_strings":["Department of Mathematics, The Chinese University of Hong Kong, Shatin, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, The Chinese University of Hong Kong, Shatin, Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016953971","display_name":"Te Qi","orcid":"https://orcid.org/0000-0002-4713-4095"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Te Qi","raw_affiliation_strings":["Department of Mathematics, The Chinese University of Hong Kong, Shatin, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, The Chinese University of Hong Kong, Shatin, Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059443966","display_name":"Tieyong Zeng","orcid":"https://orcid.org/0000-0002-0688-202X"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Tieyong Zeng","raw_affiliation_strings":["Department of Mathematics, The Chinese University of Hong Kong, Shatin, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, The Chinese University of Hong Kong, Shatin, Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100396834"],"corresponding_institution_ids":["https://openalex.org/I177725633"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":1.4537,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.83285123,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"101","issue":"2","first_page":null,"last_page":null},"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":0.9998000264167786,"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":0.9965000152587891,"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":0.9705667495727539},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.8285082578659058},{"id":"https://openalex.org/keywords/quaternion","display_name":"Quaternion","score":0.7836226224899292},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.6553284525871277},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5008656978607178},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.472306489944458},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4464970827102661},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.225599467754364},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.18083515763282776},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.1615898311138153},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.14880585670471191},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.11665868759155273}],"concepts":[{"id":"https://openalex.org/C2777693668","wikidata":"https://www.wikidata.org/wiki/Q25053743","display_name":"Deblurring","level":5,"score":0.9705667495727539},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.8285082578659058},{"id":"https://openalex.org/C200127275","wikidata":"https://www.wikidata.org/wiki/Q173853","display_name":"Quaternion","level":2,"score":0.7836226224899292},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.6553284525871277},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5008656978607178},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.472306489944458},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4464970827102661},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.225599467754364},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.18083515763282776},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.1615898311138153},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.14880585670471191},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.11665868759155273}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10915-024-02671-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10915-024-02671-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10915-024-02671-6.pdf","source":{"id":"https://openalex.org/S151550017","display_name":"Journal of Scientific Computing","issn_l":"0885-7474","issn":["0885-7474","1573-7691"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"Journal of Scientific Computing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s10915-024-02671-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10915-024-02671-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10915-024-02671-6.pdf","source":{"id":"https://openalex.org/S151550017","display_name":"Journal of Scientific Computing","issn_l":"0885-7474","issn":["0885-7474","1573-7691"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"Journal of Scientific Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1023919524","display_name":null,"funder_award_id":", Grant","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1229048907","display_name":null,"funder_award_id":"CRF 8730063","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1341104976","display_name":null,"funder_award_id":"415/19","funder_id":"https://openalex.org/F4320322942","funder_display_name":"Chinese University of Hong Kong"},{"id":"https://openalex.org/G1417320811","display_name":null,"funder_award_id":"NSFC/RGC N_CUHK 415/19","funder_id":"https://openalex.org/F4320322942","funder_display_name":"Chinese University of Hong Kong"},{"id":"https://openalex.org/G2603039567","display_name":null,"funder_award_id":"RGC 14300219","funder_id":"https://openalex.org/F4320322942","funder_display_name":"Chinese University of Hong Kong"},{"id":"https://openalex.org/G3195485356","display_name":null,"funder_award_id":"RGC 14300219","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3458297296","display_name":null,"funder_award_id":"2021YFE0203700","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G37568934","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5817378567","display_name":null,"funder_award_id":"E0203","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6410057697","display_name":null,"funder_award_id":"14301121","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G674399651","display_name":null,"funder_award_id":"14302920","funder_id":"https://openalex.org/F4320322942","funder_display_name":"Chinese University of Hong Kong"},{"id":"https://openalex.org/G7306601982","display_name":null,"funder_award_id":"14300219","funder_id":"https://openalex.org/F4320322942","funder_display_name":"Chinese University of Hong Kong"},{"id":"https://openalex.org/G8512580932","display_name":null,"funder_award_id":"14302920","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G890893053","display_name":null,"funder_award_id":"N_CUHK 415/19","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322942","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4402438024.pdf","grobid_xml":"https://content.openalex.org/works/W4402438024.grobid-xml"},"referenced_works_count":67,"referenced_works":["https://openalex.org/W1457323852","https://openalex.org/W1560733133","https://openalex.org/W1598281290","https://openalex.org/W1916935112","https://openalex.org/W1973159289","https://openalex.org/W1980454827","https://openalex.org/W1987075379","https://openalex.org/W1987129039","https://openalex.org/W1989550328","https://openalex.org/W1991825408","https://openalex.org/W2014311222","https://openalex.org/W2017157669","https://openalex.org/W2020461703","https://openalex.org/W2032506791","https://openalex.org/W2033772417","https://openalex.org/W2036682493","https://openalex.org/W2041398628","https://openalex.org/W2048695508","https://openalex.org/W2056370875","https://openalex.org/W2061641711","https://openalex.org/W2075674485","https://openalex.org/W2094646141","https://openalex.org/W2098535678","https://openalex.org/W2103972604","https://openalex.org/W2117865218","https://openalex.org/W2119787772","https://openalex.org/W2125655865","https://openalex.org/W2127271355","https://openalex.org/W2130184048","https://openalex.org/W2135238609","https://openalex.org/W2145962650","https://openalex.org/W2154194773","https://openalex.org/W2161084662","https://openalex.org/W2172275395","https://openalex.org/W2187997753","https://openalex.org/W2331376995","https://openalex.org/W2396267364","https://openalex.org/W2465552163","https://openalex.org/W2474628748","https://openalex.org/W2505029951","https://openalex.org/W2513038312","https://openalex.org/W2536599074","https://openalex.org/W2775040109","https://openalex.org/W2777685367","https://openalex.org/W2801822363","https://openalex.org/W2901096848","https://openalex.org/W2903737466","https://openalex.org/W2945177740","https://openalex.org/W2948837518","https://openalex.org/W2967273822","https://openalex.org/W2973468176","https://openalex.org/W2974585710","https://openalex.org/W2975941751","https://openalex.org/W2989935588","https://openalex.org/W2996868574","https://openalex.org/W3002421716","https://openalex.org/W3109746756","https://openalex.org/W3170697543","https://openalex.org/W3179805570","https://openalex.org/W3182557492","https://openalex.org/W3198796546","https://openalex.org/W3202040256","https://openalex.org/W4229828140","https://openalex.org/W4236387761","https://openalex.org/W4312620360","https://openalex.org/W4367316008","https://openalex.org/W4388074057"],"related_works":["https://openalex.org/W4308216825","https://openalex.org/W4312281738","https://openalex.org/W2786875726","https://openalex.org/W4287817146","https://openalex.org/W2062923025","https://openalex.org/W4226194415","https://openalex.org/W3009226622","https://openalex.org/W3015323103","https://openalex.org/W2088835499","https://openalex.org/W2991183107"],"abstract_inverted_index":{"Abstract":[0],"Blind":[1],"image":[2,43,61,71,101,113,152],"deblurring":[3,62,115,153],"is":[4,44,144],"a":[5,41,108],"critical":[6],"and":[7,24,95,178,190],"challenging":[8],"task":[9],"in":[10,80,185],"the":[11,35,38,52,77,81,89,118,122,137,149,168,173,182],"field":[12],"of":[13,76,181,187],"imaging":[14],"science":[15],"due":[16],"to":[17,29,69,86,121],"its":[18],"severe":[19],"ill-posedness.":[20],"Appropriate":[21],"prior":[22,164],"information":[23],"regularizations":[25],"are":[26],"normally":[27],"introduced":[28],"alleviate":[30],"this":[31,104],"problem.":[32,154],"Inspired":[33],"by":[34,116],"fact":[36],"that":[37,159],"matrix":[39,54],"representing":[40],"natural":[42],"intrinsically":[45],"low-rank":[46,53,163,175],"or":[47],"approximately":[48],"low-rank,":[49],"we":[50,106],"employ":[51],"approximation":[55],"(LRMA)":[56],"approach":[57],"for":[58,111,131,147],"tackling":[59],"blind":[60,114,150],"problems":[63],"with":[64,172],"unknown":[65],"kernels.":[66],"When":[67],"applied":[68],"color":[70,93,100,112,139,151],"restoration":[72],"tasks,":[73],"making":[74],"use":[75],"quaternion":[78,119],"representation":[79,120],"hypercomplex":[82],"domain":[83],"enables":[84],"us":[85],"better":[87,129],"illustrate":[88],"inner":[90],"relationships":[91],"among":[92],"channels":[94],"thus":[96],"more":[97],"accurately":[98],"characterize":[99],"structure.":[102],"Following":[103],"idea,":[105],"develop":[107],"novel":[109],"model":[110,127,165],"implementing":[117],"LRMA":[123],"method.":[124],"This":[125],"proposed":[126,161],"facilitates":[128],"results":[130],"blur":[132],"kernel":[133],"estimation":[134],"through":[135],"preserving":[136],"sharper":[138],"intermediate":[140],"latent":[141],"image,":[142],"which":[143],"first":[145],"implemented":[146],"addressing":[148],"Extensive":[155],"numerical":[156],"experiments":[157],"demonstrate":[158],"our":[160],"quaternion-aware":[162],"greatly":[166],"improves":[167],"performance":[169],"when":[170],"compared":[171],"conventional":[174],"based":[176],"scheme":[177],"outperforms":[179],"some":[180,188],"state-of-the-art":[183],"methods":[184],"terms":[186],"criteria":[189],"visual":[191],"quality.":[192]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}