{"id":"https://openalex.org/W1999912939","doi":"https://doi.org/10.4304/jsw.9.8.2105-2111","title":"Variational Image Decomposition Model OSV With General Diffusion Regularization","display_name":"Variational Image Decomposition Model OSV With General Diffusion Regularization","publication_year":2014,"publication_date":"2014-07-28","ids":{"openalex":"https://openalex.org/W1999912939","doi":"https://doi.org/10.4304/jsw.9.8.2105-2111","mag":"1999912939"},"language":"en","primary_location":{"id":"doi:10.4304/jsw.9.8.2105-2111","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jsw.9.8.2105-2111","pdf_url":null,"source":{"id":"https://openalex.org/S114141714","display_name":"Journal of Software","issn_l":"1796-217X","issn":["1796-217X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Software","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/A5100449043","display_name":"Guodong Wang","orcid":"https://orcid.org/0000-0003-0508-826X"},"institutions":[{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guodong Wang","raw_affiliation_strings":["Coll. of Inf. Eng., QingDao Univ., Qingdao"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Coll. of Inf. Eng., QingDao Univ., Qingdao","institution_ids":["https://openalex.org/I108688024"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100639068","display_name":"Jie Xu","orcid":"https://orcid.org/0000-0001-6632-7629"},"institutions":[{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Xu","raw_affiliation_strings":["College of Physics Science, Qingdao University, Qingdao"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Physics Science, Qingdao University, Qingdao","institution_ids":["https://openalex.org/I108688024"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056058837","display_name":"Zhenkuan Pan","orcid":"https://orcid.org/0000-0003-0197-1119"},"institutions":[{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenkuan Pan","raw_affiliation_strings":["Coll. of Inf. Eng., QingDao Univ., Qingdao"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Coll. of Inf. Eng., QingDao Univ., Qingdao","institution_ids":["https://openalex.org/I108688024"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102129902","display_name":"Jinbao Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinbao Yang","raw_affiliation_strings":["Coll. of Inf. Eng., QingDao Univ., Qingdao"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Coll. of Inf. Eng., QingDao Univ., Qingdao","institution_ids":["https://openalex.org/I108688024"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I108688024"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07590226,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"9","issue":"8","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9991999864578247,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9991999864578247,"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":0.9990000128746033,"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":0.9976999759674072,"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/computer-science","display_name":"Computer science","score":0.8309641480445862},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.7854248285293579},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.5292329788208008},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.4335446357727051},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3983191251754761},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3566976487636566},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3409312069416046},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.3377498388290405},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12234613299369812},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07855847477912903},{"id":"https://openalex.org/keywords/thermodynamics","display_name":"Thermodynamics","score":0.05538451671600342}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8309641480445862},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.7854248285293579},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.5292329788208008},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.4335446357727051},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3983191251754761},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3566976487636566},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3409312069416046},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.3377498388290405},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12234613299369812},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07855847477912903},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.05538451671600342},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4304/jsw.9.8.2105-2111","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jsw.9.8.2105-2111","pdf_url":null,"source":{"id":"https://openalex.org/S114141714","display_name":"Journal of Software","issn_l":"1796-217X","issn":["1796-217X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Software","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.915.291","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.915.291","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://ojs.academypublisher.com/index.php/jsw/article/download/jsw090821052111/9774/","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":18,"referenced_works":["https://openalex.org/W207373900","https://openalex.org/W1488881187","https://openalex.org/W1978333359","https://openalex.org/W1992950686","https://openalex.org/W1993144094","https://openalex.org/W1998999283","https://openalex.org/W2008837731","https://openalex.org/W2011181254","https://openalex.org/W2017638562","https://openalex.org/W2024774629","https://openalex.org/W2045559171","https://openalex.org/W2066630786","https://openalex.org/W2078231942","https://openalex.org/W2093109539","https://openalex.org/W2103559027","https://openalex.org/W2126926806","https://openalex.org/W2142058898","https://openalex.org/W2150134853"],"related_works":["https://openalex.org/W2380059383","https://openalex.org/W2063679720","https://openalex.org/W2067481825","https://openalex.org/W2075046161","https://openalex.org/W2185495545","https://openalex.org/W2547083368","https://openalex.org/W2031856784","https://openalex.org/W2950182480","https://openalex.org/W2510721029","https://openalex.org/W2385335131"],"abstract_inverted_index":{"Abstract\u2014Image":[0],"decomposition":[1,41],"technology":[2],"is":[3,35,45,128],"a":[4,36,46,129],"very":[5],"useful":[6],"tool":[7,38],"for":[8,39,63,114,132],"image":[9,40,133],"analysis.":[10],"Images":[11],"contain":[12],"structural":[13],"component":[14,17],"and":[15,29,90,92],"textural":[16],"which":[18],"can":[19,84],"be":[20,85],"decomposed":[21],"by":[22,105],"variational":[23],"methods":[24],"such":[25],"as":[26,101],"VO":[27],"(Vese-Osher)":[28],"OSV":[30,33,74,121,138],"(Osher-Sole-Vese)":[31],"models.":[32],"model":[34,75],"powerful":[37],"but":[42],"the":[43,52,115,119,125],"minimization":[44],"hard":[47],"problem":[48],"because":[49],"of":[50,65,118],"solving":[51],"4th":[53],"order":[54],"partial":[55],"differential":[56],"equations":[57],"with":[58,76],"complex":[59],"finite":[60],"difference":[61],"scheme":[62],"Laplacian":[64],"curvature.":[66],"In":[67],"this":[68],"paper":[69],"we":[70,96],"proposed":[71,126],"an":[72],"improved":[73,120],"general":[77,81,144],"diffusion":[78,82,145],"regularization.":[79],"The":[80],"terms":[83],"TV(Total":[86],"Variation),":[87],"Nonlinear":[88],"diffusion(Perona":[89],"Malik)":[91],"Charbonnier":[93],"regulerizers.":[94],"Additionally,":[95],"also":[97,109],"use":[98,110],"L1":[99],"norm":[100],"data":[102],"term":[103],"inspired":[104],"TV-L1":[106],"method.":[107],"We":[108],"Split":[111,140],"Bregman":[112,141],"method":[113,127,131],"easy":[116],"implementation":[117],"model.":[122],"Experiments":[123],"show":[124],"valid":[130],"decomposition.":[134],"Index":[135],"Terms\u2014image":[136],"decomposition,":[137],"model,":[139],"method,":[142],"TV-L1,":[143],"regularization":[146]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}