{"id":"https://openalex.org/W1971269812","doi":"https://doi.org/10.1109/tcsvt.2008.2005805","title":"Patch-Based Video Processing: A Variational Bayesian Approach","display_name":"Patch-Based Video Processing: A Variational Bayesian Approach","publication_year":2008,"publication_date":"2008-09-26","ids":{"openalex":"https://openalex.org/W1971269812","doi":"https://doi.org/10.1109/tcsvt.2008.2005805","mag":"1971269812"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2008.2005805","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2008.2005805","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"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/A5100734823","display_name":"Xin Li","orcid":"https://orcid.org/0000-0002-6352-6523"},"institutions":[{"id":"https://openalex.org/I12097938","display_name":"West Virginia University","ror":"https://ror.org/011vxgd24","country_code":"US","type":"education","lineage":["https://openalex.org/I12097938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xin Li","raw_affiliation_strings":["Lane Department of Computer Science and Electrical Engineering, West Virginia University, Morgantown, WV, USA","Lane Dept. of Comput. Sci. & Electr. Eng., West Virginia Univ., Morgantown, WV"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lane Department of Computer Science and Electrical Engineering, West Virginia University, Morgantown, WV, USA","institution_ids":["https://openalex.org/I12097938"]},{"raw_affiliation_string":"Lane Dept. of Comput. Sci. & Electr. Eng., West Virginia Univ., Morgantown, WV","institution_ids":["https://openalex.org/I12097938"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063011741","display_name":"Yunfei Zheng","orcid":"https://orcid.org/0000-0002-5075-9176"},"institutions":[{"id":"https://openalex.org/I12097938","display_name":"West Virginia University","ror":"https://ror.org/011vxgd24","country_code":"US","type":"education","lineage":["https://openalex.org/I12097938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yunfei Zheng","raw_affiliation_strings":["Lane Department of Computer Science and Electrical Engineering, West Virginia University, Morgantown, WV, USA","Lane Dept. of Comput. Sci. & Electr. Eng., West Virginia Univ., Morgantown, WV"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lane Department of Computer Science and Electrical Engineering, West Virginia University, Morgantown, WV, USA","institution_ids":["https://openalex.org/I12097938"]},{"raw_affiliation_string":"Lane Dept. of Comput. Sci. & Electr. Eng., West Virginia Univ., Morgantown, WV","institution_ids":["https://openalex.org/I12097938"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I12097938"],"apc_list":null,"apc_paid":null,"fwci":4.5574,"has_fulltext":false,"cited_by_count":52,"citation_normalized_percentile":{"value":0.94763646,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"19","issue":"1","first_page":"27","last_page":"40"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9987000226974487,"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":0.9987000226974487,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9987000226974487,"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":0.9943000078201294,"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/inpainting","display_name":"Inpainting","score":0.6480700969696045},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6164646744728088},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6069827079772949},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5576067566871643},{"id":"https://openalex.org/keywords/motion-estimation","display_name":"Motion estimation","score":0.5076974630355835},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4802311062812805},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.4214683473110199},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.41417625546455383},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.3830946087837219},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.35994136333465576},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.18076330423355103}],"concepts":[{"id":"https://openalex.org/C11727466","wikidata":"https://www.wikidata.org/wiki/Q1628157","display_name":"Inpainting","level":3,"score":0.6480700969696045},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6164646744728088},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6069827079772949},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5576067566871643},{"id":"https://openalex.org/C10161872","wikidata":"https://www.wikidata.org/wiki/Q557891","display_name":"Motion estimation","level":2,"score":0.5076974630355835},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4802311062812805},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.4214683473110199},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.41417625546455383},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.3830946087837219},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.35994136333465576},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.18076330423355103}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcsvt.2008.2005805","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2008.2005805","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.140.9110","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.140.9110","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.csee.wvu.edu/~xinl/papers/CSVT2008.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":94,"referenced_works":["https://openalex.org/W1499517440","https://openalex.org/W1506281249","https://openalex.org/W1510751240","https://openalex.org/W1511213803","https://openalex.org/W1521488320","https://openalex.org/W1565212980","https://openalex.org/W1569123050","https://openalex.org/W1596138269","https://openalex.org/W1603903339","https://openalex.org/W1963474965","https://openalex.org/W1986931325","https://openalex.org/W1992419399","https://openalex.org/W1994616650","https://openalex.org/W2001141328","https://openalex.org/W2008710098","https://openalex.org/W2009190824","https://openalex.org/W2031836675","https://openalex.org/W2048878832","https://openalex.org/W2049824313","https://openalex.org/W2051908617","https://openalex.org/W2053186076","https://openalex.org/W2056370875","https://openalex.org/W2056758595","https://openalex.org/W2066490789","https://openalex.org/W2066876378","https://openalex.org/W2082149116","https://openalex.org/W2082789158","https://openalex.org/W2097073572","https://openalex.org/W2098755842","https://openalex.org/W2099798078","https://openalex.org/W2101192922","https://openalex.org/W2102373785","https://openalex.org/W2102773781","https://openalex.org/W2105038642","https://openalex.org/W2107214962","https://openalex.org/W2110492826","https://openalex.org/W2111284169","https://openalex.org/W2112895338","https://openalex.org/W2113824004","https://openalex.org/W2113945798","https://openalex.org/W2115447092","https://openalex.org/W2115755118","https://openalex.org/W2115979064","https://openalex.org/W2118733503","https://openalex.org/W2121122425","https://openalex.org/W2121144182","https://openalex.org/W2122086266","https://openalex.org/W2125527601","https://openalex.org/W2125663122","https://openalex.org/W2126897420","https://openalex.org/W2127541232","https://openalex.org/W2129287653","https://openalex.org/W2131565286","https://openalex.org/W2131686571","https://openalex.org/W2134059651","https://openalex.org/W2135065661","https://openalex.org/W2137577808","https://openalex.org/W2137680370","https://openalex.org/W2137901785","https://openalex.org/W2141378794","https://openalex.org/W2147823818","https://openalex.org/W2148422939","https://openalex.org/W2149760002","https://openalex.org/W2149771843","https://openalex.org/W2149925139","https://openalex.org/W2150205499","https://openalex.org/W2150212432","https://openalex.org/W2150884987","https://openalex.org/W2152488086","https://openalex.org/W2152714163","https://openalex.org/W2153663612","https://openalex.org/W2153703004","https://openalex.org/W2155975762","https://openalex.org/W2158162781","https://openalex.org/W2158940042","https://openalex.org/W2159487752","https://openalex.org/W2160639609","https://openalex.org/W2165264965","https://openalex.org/W2165736859","https://openalex.org/W2168469752","https://openalex.org/W2169351022","https://openalex.org/W2177347332","https://openalex.org/W2293430386","https://openalex.org/W2295936755","https://openalex.org/W2427881153","https://openalex.org/W2567948266","https://openalex.org/W2984066441","https://openalex.org/W3044334322","https://openalex.org/W4212783130","https://openalex.org/W4214806317","https://openalex.org/W4239875977","https://openalex.org/W6631375604","https://openalex.org/W6658551922","https://openalex.org/W6682858758"],"related_works":["https://openalex.org/W2372267530","https://openalex.org/W2969189870","https://openalex.org/W4303857162","https://openalex.org/W2965643117","https://openalex.org/W2407375987","https://openalex.org/W2505726097","https://openalex.org/W2950975704","https://openalex.org/W2010643158","https://openalex.org/W3049691116","https://openalex.org/W2106867672"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,30,53,76,103],"present":[4],"a":[5,44,96,152],"patch-based":[6,142],"variational":[7,121],"Bayesian":[8,101],"framework":[9],"for":[10,48],"video":[11,40,50,143,156],"processing":[12],"and":[13,20,42,72,86,109,115],"demonstrate":[14],"its":[15],"potential":[16],"in":[17,69],"denoising,":[18],"inpainting":[19],"deinterlacing.":[21],"Unlike":[22],"previous":[23],"methods":[24],"based":[25],"on":[26,151],"explicit":[27],"motion":[28,68],"estimation,":[29],"propose":[31],"to":[32,79],"embed":[33],"motion-related":[34],"information":[35],"into":[36,61],"the":[37,81,100,117],"relationship":[38],"among":[39],"patches":[41,135],"develop":[43],"nonlocal":[45],"sparsity-based":[46],"prior":[47],"typical":[49],"sequences.":[51],"Specifically,":[52],"first":[54],"extend":[55],"block":[56],"matching":[57],"(nearest":[58],"neighbor":[59],"search)":[60],"patch":[62,106],"clustering":[63,107],"(k-nearest-neighbor":[64],"search),":[65],"which":[66,90],"represents":[67],"an":[70],"implicit":[71],"distributed":[73],"fashion.":[74],"Then":[75],"show":[77],"how":[78],"exploit":[80],"sparsity":[82],"constraint":[83],"by":[84,147],"sorting":[85],"packing":[87],"similar":[88],"patches,":[89],"can":[91],"be":[92],"better":[93],"understood":[94],"from":[95,133],"manifold":[97],"perspective.":[98],"Under":[99],"framework,":[102],"treat":[104],"both":[105],"result":[108],"unobservable":[110],"data":[111],"as":[112],"latent":[113],"variables":[114],"solve":[116],"inference":[118,131],"problem":[119],"via":[120],"EM":[122],"algorithms.":[123],"A":[124],"weighted":[125],"averaging":[126],"strategy":[127],"of":[128,141,155],"fusing":[129],"diverse":[130],"results":[132,150],"overlapped":[134],"is":[136,145],"also":[137],"developed.":[138],"The":[139],"effectiveness":[140],"models":[144],"demonstrated":[146],"extensive":[148],"experimental":[149],"wide":[153],"range":[154],"materials.":[157]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}