{"id":"https://openalex.org/W2751717314","doi":"https://doi.org/10.1587/transinf.2016pcp0003","title":"Image Restoration with Multiple Hard Constraints on Data-Fidelity to Blurred/Noisy Image Pair","display_name":"Image Restoration with Multiple Hard Constraints on Data-Fidelity to Blurred/Noisy Image Pair","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2751717314","doi":"https://doi.org/10.1587/transinf.2016pcp0003","mag":"2751717314"},"language":"en","primary_location":{"id":"doi:10.1587/transinf.2016pcp0003","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2016pcp0003","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E100.D/9/E100.D_2016PCP0003/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.jstage.jst.go.jp/article/transinf/E100.D/9/E100.D_2016PCP0003/_pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073256619","display_name":"Saori Takeyama","orcid":"https://orcid.org/0000-0002-8282-2491"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Saori TAKEYAMA","raw_affiliation_strings":["Department of Information and Communications Engineering at the Tokyo Institute of Technology"],"affiliations":[{"raw_affiliation_string":"Department of Information and Communications Engineering at the Tokyo Institute of Technology","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040341698","display_name":"Shunsuke Ono","orcid":"https://orcid.org/0000-0001-7890-5131"},"institutions":[{"id":"https://openalex.org/I114531698","display_name":"Tokyo Institute of Technology","ror":"https://ror.org/0112mx960","country_code":"JP","type":"education","lineage":["https://openalex.org/I114531698"]},{"id":"https://openalex.org/I4210106043","display_name":"Foundation for Ichthyosis and Related Skin Types","ror":"https://ror.org/01fq70c03","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210106043"]}],"countries":["JP","US"],"is_corresponding":false,"raw_author_name":"Shunsuke ONO","raw_affiliation_strings":["Institute of Innovative Research (IIR), Tokyo Institute of Technology","Laboratory for Future Interdisciplinary Research of Science and Technology (FIRST)"],"affiliations":[{"raw_affiliation_string":"Institute of Innovative Research (IIR), Tokyo Institute of Technology","institution_ids":["https://openalex.org/I114531698"]},{"raw_affiliation_string":"Laboratory for Future Interdisciplinary Research of Science and Technology (FIRST)","institution_ids":["https://openalex.org/I4210106043"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024015306","display_name":"Itsuo Kumazawa","orcid":"https://orcid.org/0000-0002-5409-2727"},"institutions":[{"id":"https://openalex.org/I114531698","display_name":"Tokyo Institute of Technology","ror":"https://ror.org/0112mx960","country_code":"JP","type":"education","lineage":["https://openalex.org/I114531698"]},{"id":"https://openalex.org/I4210106043","display_name":"Foundation for Ichthyosis and Related Skin Types","ror":"https://ror.org/01fq70c03","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210106043"]}],"countries":["JP","US"],"is_corresponding":false,"raw_author_name":"Itsuo KUMAZAWA","raw_affiliation_strings":["Institute of Innovative Research (IIR), Tokyo Institute of Technology","Laboratory for Future Interdisciplinary Research of Science and Technology (FIRST)"],"affiliations":[{"raw_affiliation_string":"Institute of Innovative Research (IIR), Tokyo Institute of Technology","institution_ids":["https://openalex.org/I114531698"]},{"raw_affiliation_string":"Laboratory for Future Interdisciplinary Research of Science and Technology (FIRST)","institution_ids":["https://openalex.org/I4210106043"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5073256619"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.091,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.46218748,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"E100.D","issue":"9","first_page":"1953","last_page":"1961"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","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/T11105","display_name":"Advanced Image Processing Techniques","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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9997000098228455,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/deblurring","display_name":"Deblurring","score":0.9590019583702087},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.8967915177345276},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7059436440467834},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6182153820991516},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.578586995601654},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.560531735420227},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.519686758518219},{"id":"https://openalex.org/keywords/kernel-density-estimation","display_name":"Kernel density estimation","score":0.5187547206878662},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5055780410766602},{"id":"https://openalex.org/keywords/fidelity","display_name":"Fidelity","score":0.4614142179489136},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.36646509170532227},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.359086275100708},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.25437185168266296}],"concepts":[{"id":"https://openalex.org/C2777693668","wikidata":"https://www.wikidata.org/wiki/Q25053743","display_name":"Deblurring","level":5,"score":0.9590019583702087},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.8967915177345276},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7059436440467834},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6182153820991516},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.578586995601654},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.560531735420227},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.519686758518219},{"id":"https://openalex.org/C71134354","wikidata":"https://www.wikidata.org/wiki/Q458825","display_name":"Kernel density estimation","level":3,"score":0.5187547206878662},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5055780410766602},{"id":"https://openalex.org/C2776459999","wikidata":"https://www.wikidata.org/wiki/Q2119376","display_name":"Fidelity","level":2,"score":0.4614142179489136},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.36646509170532227},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.359086275100708},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.25437185168266296},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1587/transinf.2016pcp0003","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2016pcp0003","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E100.D/9/E100.D_2016PCP0003/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1587/transinf.2016pcp0003","is_oa":true,"landing_page_url":"https://doi.org/10.1587/transinf.2016pcp0003","pdf_url":"https://www.jstage.jst.go.jp/article/transinf/E100.D/9/E100.D_2016PCP0003/_pdf","source":{"id":"https://openalex.org/S2486202937","display_name":"IEICE Transactions on Information and Systems","issn_l":"0916-8532","issn":["0916-8532","1745-1361"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Transactions on Information and Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.7300000190734863}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2751717314.pdf","grobid_xml":"https://content.openalex.org/works/W2751717314.grobid-xml"},"referenced_works_count":58,"referenced_works":["https://openalex.org/W205960364","https://openalex.org/W233979554","https://openalex.org/W1598281290","https://openalex.org/W1667895010","https://openalex.org/W1895161527","https://openalex.org/W1946620893","https://openalex.org/W1963865224","https://openalex.org/W1976730913","https://openalex.org/W1986312779","https://openalex.org/W1986746528","https://openalex.org/W1987075379","https://openalex.org/W1999118621","https://openalex.org/W2004346156","https://openalex.org/W2010954012","https://openalex.org/W2014823423","https://openalex.org/W2017401226","https://openalex.org/W2019248995","https://openalex.org/W2040378863","https://openalex.org/W2044810215","https://openalex.org/W2045079045","https://openalex.org/W2045849979","https://openalex.org/W2051221053","https://openalex.org/W2058532290","https://openalex.org/W2096971955","https://openalex.org/W2099770336","https://openalex.org/W2103559027","https://openalex.org/W2115528090","https://openalex.org/W2121927366","https://openalex.org/W2123031198","https://openalex.org/W2140617750","https://openalex.org/W2141115311","https://openalex.org/W2160016589","https://openalex.org/W2164278908","https://openalex.org/W2168908146","https://openalex.org/W2171315019","https://openalex.org/W2171664034","https://openalex.org/W2172275395","https://openalex.org/W2296055064","https://openalex.org/W2341312851","https://openalex.org/W2346276594","https://openalex.org/W2396831964","https://openalex.org/W2407243232","https://openalex.org/W2465552163","https://openalex.org/W2536599074","https://openalex.org/W2578004414","https://openalex.org/W2594827121","https://openalex.org/W2620976957","https://openalex.org/W2628535015","https://openalex.org/W2765202580","https://openalex.org/W3021986761","https://openalex.org/W3103883263","https://openalex.org/W3105425607","https://openalex.org/W3106359998","https://openalex.org/W3123837026","https://openalex.org/W3137059050","https://openalex.org/W4229650096","https://openalex.org/W4246327874","https://openalex.org/W4292363360"],"related_works":["https://openalex.org/W2031788393","https://openalex.org/W2066613488","https://openalex.org/W791927757","https://openalex.org/W2315427282","https://openalex.org/W2182590612","https://openalex.org/W3034770329","https://openalex.org/W3153582293","https://openalex.org/W4220831754","https://openalex.org/W2089488370","https://openalex.org/W2269775642"],"abstract_inverted_index":{"Existing":[0],"image":[1,7,17,32,41,68,81,87,103,109,128],"deblurring":[2,33],"methods":[3],"with":[4],"a":[5,10,73,79,93,101,107],"blurred/noisy":[6,80],"pair":[8],"take":[9],"two-step":[11],"approach:":[12],"blur":[13,27,140],"kernel":[14,28],"estimation":[15,29,136],"and":[16,23,71,104,142],"restoration.":[18],"They":[19],"can":[20],"achieve":[21],"better":[22],"much":[24],"more":[25],"stable":[26],"than":[30],"single":[31],"methods.":[34],"On":[35],"the":[36,40,48,51,67,86,126,135,139,160],"other":[37],"hand,":[38],"in":[39],"restoration":[42,69,75,88,124],"step,":[43],"they":[44,55],"do":[45],"not":[46],"exploit":[47],"information":[49],"on":[50,66,159],"noisy":[52,108],"image,":[53],"or":[54],"require":[56],"ad":[57],"hoc":[58],"tuning":[59],"of":[60,77,138,165],"interdependent":[61],"parameters.":[62],"This":[63,119],"paper":[64],"focuses":[65],"step":[70],"proposes":[72],"new":[74],"method":[76,164],"using":[78],"pair.":[82],"In":[83],"our":[84,155,171],"method,":[85],"problem":[89,157],"is":[90,110],"formulated":[91],"as":[92,115],"constrained":[94],"convex":[95],"optimization":[96,156],"problem,":[97],"where":[98],"data-fidelity":[99],"to":[100,106,134],"blurred":[102,127],"that":[105],"properly":[111],"taken":[112],"into":[113],"account":[114],"multiple":[116],"hard":[117],"constraints.":[118],"offers":[120],"(i)":[121],"high":[122],"quality":[123],"when":[125],"also":[129,148],"contains":[130],"noise;":[131],"(ii)":[132],"robustness":[133],"error":[137],"kernel;":[141],"(iii)":[143],"easy":[144],"parameter":[145],"setting.":[146],"We":[147],"provide":[149],"an":[150],"efficient":[151],"algorithm":[152],"for":[153],"solving":[154],"based":[158],"so-called":[161],"alternating":[162],"direction":[163],"multipliers":[166],"(ADMM).":[167],"Experimental":[168],"results":[169],"support":[170],"claims.":[172]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
