{"id":"https://openalex.org/W1977149238","doi":"https://doi.org/10.1186/1687-6180-2012-132","title":"Automatic movie restoration based on wave atom transform and nonparametric model","display_name":"Automatic movie restoration based on wave atom transform and nonparametric model","publication_year":2012,"publication_date":"2012-07-03","ids":{"openalex":"https://openalex.org/W1977149238","doi":"https://doi.org/10.1186/1687-6180-2012-132","mag":"1977149238"},"language":"en","primary_location":{"id":"doi:10.1186/1687-6180-2012-132","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1687-6180-2012-132","pdf_url":"https://asp-eurasipjournals.springeropen.com/counter/pdf/10.1186/1687-6180-2012-132","source":{"id":"https://openalex.org/S35920007","display_name":"EURASIP Journal on Advances in Signal Processing","issn_l":"1687-6172","issn":["1687-6172","1687-6180"],"is_oa":true,"is_in_doaj":true,"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":"EURASIP Journal on Advances in Signal Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://asp-eurasipjournals.springeropen.com/counter/pdf/10.1186/1687-6180-2012-132","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035141289","display_name":"Hongteng Xu","orcid":"https://orcid.org/0000-0003-4192-5360"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hongteng Xu","raw_affiliation_strings":["Institute of Image Communication and Information Processing, Shanghai Jiao Tong University, Dongchuan Road 800, Shanghai, China","Institute of Image Communication and Information Processing, Shanghai Jiao Tong University, Shanghai, China#TAB#"],"affiliations":[{"raw_affiliation_string":"Institute of Image Communication and Information Processing, Shanghai Jiao Tong University, Dongchuan Road 800, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Institute of Image Communication and Information Processing, Shanghai Jiao Tong University, Shanghai, China#TAB#","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064168853","display_name":"Guangtao Zhai","orcid":"https://orcid.org/0000-0001-8165-9322"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangtao Zhai","raw_affiliation_strings":["Institute of Image Communication and Information Processing, Shanghai Jiao Tong University, Dongchuan Road 800, Shanghai, China","Institute of Image Communication and Information Processing, Shanghai Jiao Tong University, Shanghai, China#TAB#"],"affiliations":[{"raw_affiliation_string":"Institute of Image Communication and Information Processing, Shanghai Jiao Tong University, Dongchuan Road 800, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Institute of Image Communication and Information Processing, Shanghai Jiao Tong University, Shanghai, China#TAB#","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100379203","display_name":"Li Chen","orcid":"https://orcid.org/0000-0001-9899-2535"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Chen","raw_affiliation_strings":["Institute of Image Communication and Information Processing, Shanghai Jiao Tong University, Dongchuan Road 800, Shanghai, China","Institute of Image Communication and Information Processing, Shanghai Jiao Tong University, Shanghai, China#TAB#"],"affiliations":[{"raw_affiliation_string":"Institute of Image Communication and Information Processing, Shanghai Jiao Tong University, Dongchuan Road 800, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Institute of Image Communication and Information Processing, Shanghai Jiao Tong University, Shanghai, China#TAB#","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019708391","display_name":"Xiaokang Yang","orcid":"https://orcid.org/0000-0003-4029-3322"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaokang Yang","raw_affiliation_strings":["Institute of Image Communication and Information Processing, Shanghai Jiao Tong University, Dongchuan Road 800, Shanghai, China","Institute of Image Communication and Information Processing, Shanghai Jiao Tong University, Shanghai, China#TAB#"],"affiliations":[{"raw_affiliation_string":"Institute of Image Communication and Information Processing, Shanghai Jiao Tong University, Dongchuan Road 800, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Institute of Image Communication and Information Processing, Shanghai Jiao Tong University, Shanghai, China#TAB#","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5035141289"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":{"value":1140,"currency":"GBP","value_usd":1398},"apc_paid":{"value":1140,"currency":"GBP","value_usd":1398},"fwci":0.0,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.06035031,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"2012","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9991999864578247,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9955999851226807,"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/computer-science","display_name":"Computer science","score":0.6754084229469299},{"id":"https://openalex.org/keywords/inpainting","display_name":"Inpainting","score":0.6487991213798523},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.546857476234436},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.4764940142631531},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4730866551399231},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44478851556777954},{"id":"https://openalex.org/keywords/thresholding","display_name":"Thresholding","score":0.43616488575935364},{"id":"https://openalex.org/keywords/nonparametric-statistics","display_name":"Nonparametric statistics","score":0.4351036846637726},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.32745659351348877},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2925195097923279},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20332646369934082}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6754084229469299},{"id":"https://openalex.org/C11727466","wikidata":"https://www.wikidata.org/wiki/Q1628157","display_name":"Inpainting","level":3,"score":0.6487991213798523},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.546857476234436},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.4764940142631531},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4730866551399231},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44478851556777954},{"id":"https://openalex.org/C191178318","wikidata":"https://www.wikidata.org/wiki/Q2256906","display_name":"Thresholding","level":3,"score":0.43616488575935364},{"id":"https://openalex.org/C102366305","wikidata":"https://www.wikidata.org/wiki/Q1097688","display_name":"Nonparametric statistics","level":2,"score":0.4351036846637726},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32745659351348877},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2925195097923279},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20332646369934082},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1186/1687-6180-2012-132","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1687-6180-2012-132","pdf_url":"https://asp-eurasipjournals.springeropen.com/counter/pdf/10.1186/1687-6180-2012-132","source":{"id":"https://openalex.org/S35920007","display_name":"EURASIP Journal on Advances in Signal Processing","issn_l":"1687-6172","issn":["1687-6172","1687-6180"],"is_oa":true,"is_in_doaj":true,"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":"EURASIP Journal on Advances in Signal Processing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1186/1687-6180-2012-132","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1687-6180-2012-132","pdf_url":"https://asp-eurasipjournals.springeropen.com/counter/pdf/10.1186/1687-6180-2012-132","source":{"id":"https://openalex.org/S35920007","display_name":"EURASIP Journal on Advances in Signal Processing","issn_l":"1687-6172","issn":["1687-6172","1687-6180"],"is_oa":true,"is_in_doaj":true,"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":"EURASIP Journal on Advances in Signal Processing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.7900000214576721}],"awards":[{"id":"https://openalex.org/G1321034683","display_name":null,"funder_award_id":"61001145","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1474490597","display_name":null,"funder_award_id":"111 Project","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1751914051","display_name":null,"funder_award_id":"11R21414200","funder_id":"https://openalex.org/F4320327912","funder_display_name":"Higher Education Discipline Innovation Project"},{"id":"https://openalex.org/G1974128321","display_name":null,"funder_award_id":"B07022","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2562944293","display_name":null,"funder_award_id":"60932006","funder_id":"https://openalex.org/F4320327912","funder_display_name":"Higher Education Discipline Innovation Project"},{"id":"https://openalex.org/G2739801291","display_name":null,"funder_award_id":"201104276","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2970926569","display_name":null,"funder_award_id":"B07022","funder_id":"https://openalex.org/F4320327912","funder_display_name":"Higher Education Discipline Innovation Project"},{"id":"https://openalex.org/G3034886306","display_name":null,"funder_award_id":"61025005","funder_id":"https://openalex.org/F4320327912","funder_display_name":"Higher Education Discipline Innovation Project"},{"id":"https://openalex.org/G3064337349","display_name":null,"funder_award_id":"20090073110022","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3107546436","display_name":null,"funder_award_id":"20090073110022","funder_id":"https://openalex.org/F4320327912","funder_display_name":"Higher Education Discipline Innovation Project"},{"id":"https://openalex.org/G348065365","display_name":null,"funder_award_id":"61001145","funder_id":"https://openalex.org/F4320327912","funder_display_name":"Higher Education Discipline Innovation Project"},{"id":"https://openalex.org/G4131532274","display_name":null,"funder_award_id":"201104276","funder_id":"https://openalex.org/F4320327912","funder_display_name":"Higher Education Discipline Innovation Project"},{"id":"https://openalex.org/G5575670249","display_name":null,"funder_award_id":"201004","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5643549880","display_name":null,"funder_award_id":"B0702","funder_id":"https://openalex.org/F4320327912","funder_display_name":"Higher Education Discipline Innovation Project"},{"id":"https://openalex.org/G5848258319","display_name":null,"funder_award_id":"0 and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6050563803","display_name":null,"funder_award_id":"61102098","funder_id":"https://openalex.org/F4320327912","funder_display_name":"Higher Education Discipline Innovation Project"},{"id":"https://openalex.org/G6086189149","display_name":null,"funder_award_id":"20100480603","funder_id":"https://openalex.org/F4320327912","funder_display_name":"Higher Education Discipline Innovation Project"},{"id":"https://openalex.org/G6719413325","display_name":null,"funder_award_id":"11R21414200","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6721027143","display_name":null,"funder_award_id":"60932006","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6739704874","display_name":null,"funder_award_id":"311002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6889637725","display_name":null,"funder_award_id":"61102098","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7049255475","display_name":null,"funder_award_id":"20100480603","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8388217314","display_name":null,"funder_award_id":"61025005","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/F4320327912","display_name":"Higher Education Discipline Innovation Project","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1977149238.pdf","grobid_xml":"https://content.openalex.org/works/W1977149238.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W638544165","https://openalex.org/W1494190032","https://openalex.org/W1793403863","https://openalex.org/W1979457251","https://openalex.org/W1999905919","https://openalex.org/W2006262236","https://openalex.org/W2007203285","https://openalex.org/W2008710098","https://openalex.org/W2012831605","https://openalex.org/W2017399967","https://openalex.org/W2018332268","https://openalex.org/W2044319065","https://openalex.org/W2056370875","https://openalex.org/W2065148830","https://openalex.org/W2075357445","https://openalex.org/W2096672847","https://openalex.org/W2100203278","https://openalex.org/W2108466452","https://openalex.org/W2110505738","https://openalex.org/W2111012697","https://openalex.org/W2112160401","https://openalex.org/W2112648344","https://openalex.org/W2122424808","https://openalex.org/W2125527601","https://openalex.org/W2126963801","https://openalex.org/W2133059825","https://openalex.org/W2133665775","https://openalex.org/W2136050473","https://openalex.org/W2138989968","https://openalex.org/W2145022254","https://openalex.org/W2146842127","https://openalex.org/W2147317467","https://openalex.org/W2151013704","https://openalex.org/W2151334467","https://openalex.org/W2157395454","https://openalex.org/W2157563066","https://openalex.org/W2159133800","https://openalex.org/W2162547327","https://openalex.org/W2536599074","https://openalex.org/W2539781702"],"related_works":["https://openalex.org/W2380775572","https://openalex.org/W2213520135","https://openalex.org/W4242046654","https://openalex.org/W1504109132","https://openalex.org/W3134074939","https://openalex.org/W2117562399","https://openalex.org/W3174923100","https://openalex.org/W2244018504","https://openalex.org/W4298074124","https://openalex.org/W2003548600"],"abstract_inverted_index":{"This":[0],"article":[1],"presents":[2],"a":[3,35,58,77,108],"new":[4,59],"scheme":[5],"for":[6,38,160],"movie":[7,39,144],"de-scratching,":[8],"de-noising":[9,71],"and":[10,17,28,72,87,110,117,125],"de-blotching":[11],"based":[12],"on":[13,68],"wave":[14,64,69],"atom":[15,65],"transform":[16],"nonparametric":[18],"model.":[19],"According":[20],"to":[21,122],"the":[22,25,31,42,91,101,115,134,151,172],"analysis":[23,61],"of":[24,120],"noise,":[26,51],"scratches":[27],"blotches":[29],"in":[30,76,100],"film,":[32],"we":[33,45,139],"establish":[34],"hybrid":[36],"model":[37,46],"signal.":[40],"In":[41],"proposed":[43,152],"model,":[44,102],"scratch":[47],"as":[48,97],"directional":[49],"additive":[50],"which":[52,81,103],"can":[53,82,104],"be":[54,105],"represented":[55],"effectively":[56],"by":[57,107,129],"multi-scale":[60],"tool":[62],"called":[63],"transform.":[66],"Based":[67],"atoms,":[70],"de-scratching":[73],"are":[74],"combined":[75],"nested":[78],"thresholding":[79],"framework":[80],"suppress":[83],"both":[84],"homogeneous":[85],"noise":[86,99],"structural":[88],"artifacts.":[89],"On":[90],"other":[92],"hand,":[93],"blotch":[94,121],"is":[95],"described":[96],"multiplicative":[98],"restored":[106],"\u201cdetecting":[109],"inpainting\u201d":[111],"strategy.":[112],"We":[113],"use":[114],"inter-":[116],"intra-frame":[118],"discontinuity":[119],"detect":[123],"them":[124,128],"then":[126],"restore":[127],"kernel":[130],"regression":[131],"method.":[132],"Combining":[133],"processing":[135],"operations":[136],"above":[137],"together,":[138],"design":[140],"an":[141],"effective":[142],"automatic":[143],"restoration":[145],"system.":[146],"Experimental":[147],"results":[148],"show":[149],"that":[150],"method":[153],"not":[154],"only":[155],"achieves":[156],"excellent":[157],"performances":[158],"even":[159],"seriously":[161],"damaged":[162],"movies":[163],"but":[164],"also":[165],"has":[166],"low":[167],"computational":[168],"complexity":[169],"compared":[170],"with":[171],"existing":[173],"methods.":[174]},"counts_by_year":[{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
