{"id":"https://openalex.org/W1984884027","doi":"https://doi.org/10.1155/2009/641804","title":"Models for Patch-Based Image Restoration","display_name":"Models for Patch-Based Image Restoration","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W1984884027","doi":"https://doi.org/10.1155/2009/641804","mag":"1984884027"},"language":"en","primary_location":{"id":"doi:10.1155/2009/641804","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2009/641804","pdf_url":null,"source":{"id":"https://openalex.org/S153767265","display_name":"EURASIP Journal on Image and Video Processing","issn_l":"1687-5176","issn":["1687-5176","1687-5281"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Image and Video Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1155/2009/641804","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100898350","display_name":"Mithun Das Gupta","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mithun Das Gupta","raw_affiliation_strings":["Beckman Institute, Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, IL#TAB#"],"affiliations":[{"raw_affiliation_string":"Beckman Institute, Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, IL#TAB#","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103446659","display_name":"Shyamsundar Rajaram","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shyamsundar Rajaram","raw_affiliation_strings":["Beckman Institute, Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, IL#TAB#"],"affiliations":[{"raw_affiliation_string":"Beckman Institute, Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, IL#TAB#","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072859965","display_name":"Nemanja Petrovi\u0107","orcid":"https://orcid.org/0000-0003-4010-2311"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nemanja Petrovic","raw_affiliation_strings":["Google Inc., NY#TAB#"],"affiliations":[{"raw_affiliation_string":"Google Inc., NY#TAB#","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101457342","display_name":"Thomas S. Huang","orcid":"https://orcid.org/0000-0001-8474-5859"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas S. Huang","raw_affiliation_strings":["Beckman Institute, Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, IL#TAB#"],"affiliations":[{"raw_affiliation_string":"Beckman Institute, Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, IL#TAB#","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100898350"],"corresponding_institution_ids":["https://openalex.org/I157725225"],"apc_list":{"value":1140,"currency":"GBP","value_usd":1398},"apc_paid":{"value":1140,"currency":"GBP","value_usd":1398},"fwci":0.9829,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.76776824,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2009","issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9993000030517578,"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":0.9993000030517578,"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":0.9993000030517578,"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/biometrics","display_name":"Biometrics","score":0.7039152979850769},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.5626909732818604},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5239051580429077},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4892599284648895},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.41975945234298706},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.39884403347969055},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36808621883392334},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.29628148674964905}],"concepts":[{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.7039152979850769},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.5626909732818604},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5239051580429077},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4892599284648895},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.41975945234298706},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.39884403347969055},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36808621883392334},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.29628148674964905}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2009/641804","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2009/641804","pdf_url":null,"source":{"id":"https://openalex.org/S153767265","display_name":"EURASIP Journal on Image and Video Processing","issn_l":"1687-5176","issn":["1687-5176","1687-5281"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Image and Video Processing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:19ed243770f545278a025816cbb26832","is_oa":true,"landing_page_url":"https://doaj.org/article/19ed243770f545278a025816cbb26832","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"EURASIP Journal on Image and Video Processing, Vol 2009 (2009)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2009/641804","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2009/641804","pdf_url":null,"source":{"id":"https://openalex.org/S153767265","display_name":"EURASIP Journal on Image and Video Processing","issn_l":"1687-5176","issn":["1687-5176","1687-5281"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Image and Video Processing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1531803620","https://openalex.org/W1587280060","https://openalex.org/W2003093960","https://openalex.org/W2006793117","https://openalex.org/W2020999234","https://openalex.org/W2031832897","https://openalex.org/W2033419168","https://openalex.org/W2058523468","https://openalex.org/W2085573253","https://openalex.org/W2087380704","https://openalex.org/W2099470017","https://openalex.org/W2099923376","https://openalex.org/W2107384509","https://openalex.org/W2108190040","https://openalex.org/W2113641518","https://openalex.org/W2116064496","https://openalex.org/W2129905273","https://openalex.org/W2133914077","https://openalex.org/W2136371415","https://openalex.org/W2137995401","https://openalex.org/W2138714160","https://openalex.org/W2140257560","https://openalex.org/W2143564005","https://openalex.org/W2145949757","https://openalex.org/W2149760002","https://openalex.org/W2157992185","https://openalex.org/W2159080219","https://openalex.org/W2163576103","https://openalex.org/W2164307510","https://openalex.org/W2167947196"],"related_works":["https://openalex.org/W2076845124","https://openalex.org/W2183964146","https://openalex.org/W2062586268","https://openalex.org/W2379932303","https://openalex.org/W4300873085","https://openalex.org/W3147744369","https://openalex.org/W1598401975","https://openalex.org/W2365681766","https://openalex.org/W2331105319","https://openalex.org/W2393963626"],"abstract_inverted_index":{"We":[0],"present":[1],"a":[2,28,48],"supervised":[3],"learning":[4],"approach":[5],"for":[6,65,126],"object-category":[7],"specific":[8],"restoration,":[9],"recognition,":[10],"and":[11,40,70,73,91,106,129],"segmentation":[12],"of":[13,24,38,45,123,131],"images":[14,72],"which":[15,32],"are":[16,100,107],"blurred":[17,71,132],"using":[18,102,115],"an":[19,55],"unknown":[20],"kernel.":[21],"The":[22,51,61,84,98],"novelty":[23],"this":[25],"work":[26],"is":[27,54,113],"multilayer":[29],"graphical":[30,52],"model":[31,53,125],"unifies":[33],"the":[34,41,66,75,81,88,95,121,127],"low-level":[35],"vision":[36,43],"task":[37,44],"restoration":[39,62,128],"high-level":[42],"recognition":[46,85,130],"in":[47,80,94],"cooperative":[49],"framework.":[50],"interconnected":[56],"two-layer":[57],"Markov":[58],"random":[59],"field.":[60],"layer":[63,86],"accounts":[64],"compatibility":[67],"between":[68,77],"sharp":[69,82],"models":[74],"association":[76],"adjacent":[78],"patches":[79],"image.":[83],"encodes":[87],"entity":[89],"class":[90],"its":[92],"location":[93],"underlying":[96],"scene.":[97],"potentials":[99],"represented":[101],"nonparametric":[103,116],"kernel":[104],"densities":[105],"learnt":[108],"from":[109],"training":[110],"data.":[111],"Inference":[112],"performed":[114],"belief":[117],"propagation.":[118],"Experiments":[119],"demonstrate":[120],"effectiveness":[122],"our":[124],"license":[133],"plates":[134],"as":[135,137],"well":[136],"face":[138],"images.":[139]},"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}