{"id":"https://openalex.org/W2789617643","doi":"https://doi.org/10.1109/globalsip.2017.8308595","title":"Cascaded image deblurring with combined image prior","display_name":"Cascaded image deblurring with combined image prior","publication_year":2017,"publication_date":"2017-11-01","ids":{"openalex":"https://openalex.org/W2789617643","doi":"https://doi.org/10.1109/globalsip.2017.8308595","mag":"2789617643"},"language":"en","primary_location":{"id":"doi:10.1109/globalsip.2017.8308595","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globalsip.2017.8308595","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP)","raw_type":"proceedings-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/A5062916840","display_name":"Xiaoyun Yuan","orcid":"https://orcid.org/0000-0002-7914-3658"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Xiaoyun Yuan","raw_affiliation_strings":["Hong Kong University of Science and Technology"],"affiliations":[{"raw_affiliation_string":"Hong Kong University of Science and Technology","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101854466","display_name":"Ziwei Xu","orcid":"https://orcid.org/0000-0003-0600-2579"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Ziwei Xu","raw_affiliation_strings":["National University of Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028229824","display_name":"Haoqian Wang","orcid":"https://orcid.org/0000-0003-2792-8469"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haoqian Wang","raw_affiliation_strings":["Tsinghua University"],"affiliations":[{"raw_affiliation_string":"Tsinghua University","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032875389","display_name":"Yebin Liu","orcid":"https://orcid.org/0000-0003-3215-0225"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yebin Liu","raw_affiliation_strings":["Tsinghua University"],"affiliations":[{"raw_affiliation_string":"Tsinghua University","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039161616","display_name":"Lu Fang","orcid":"https://orcid.org/0000-0002-8258-784X"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lu Fang","raw_affiliation_strings":["Tsinghua University"],"affiliations":[{"raw_affiliation_string":"Tsinghua University","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5062916840"],"corresponding_institution_ids":["https://openalex.org/I200769079"],"apc_list":null,"apc_paid":null,"fwci":0.091,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.50825319,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"0","issue":null,"first_page":"16","last_page":"20"},"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9988999962806702,"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":0.996999979019165,"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/deblurring","display_name":"Deblurring","score":0.9917255640029907},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.7480039000511169},{"id":"https://openalex.org/keywords/ringing-artifacts","display_name":"Ringing artifacts","score":0.7150145173072815},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7002938389778137},{"id":"https://openalex.org/keywords/ringing","display_name":"Ringing","score":0.6475035548210144},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6282584071159363},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6206333041191101},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.6202301383018494},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.615423321723938},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5495211482048035},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.48097383975982666},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.331515908241272},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.29559001326560974},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.28191423416137695},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.10164907574653625}],"concepts":[{"id":"https://openalex.org/C2777693668","wikidata":"https://www.wikidata.org/wiki/Q25053743","display_name":"Deblurring","level":5,"score":0.9917255640029907},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.7480039000511169},{"id":"https://openalex.org/C17828673","wikidata":"https://www.wikidata.org/wiki/Q7334899","display_name":"Ringing artifacts","level":3,"score":0.7150145173072815},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7002938389778137},{"id":"https://openalex.org/C30684385","wikidata":"https://www.wikidata.org/wiki/Q176509","display_name":"Ringing","level":3,"score":0.6475035548210144},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6282584071159363},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6206333041191101},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.6202301383018494},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.615423321723938},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5495211482048035},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.48097383975982666},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.331515908241272},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.29559001326560974},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.28191423416137695},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.10164907574653625},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/globalsip.2017.8308595","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globalsip.2017.8308595","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP)","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-90178","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-90178","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W233979554","https://openalex.org/W1604428010","https://openalex.org/W1976730913","https://openalex.org/W1987075379","https://openalex.org/W2012723578","https://openalex.org/W2040737430","https://openalex.org/W2043529138","https://openalex.org/W2135238609","https://openalex.org/W2147298660","https://openalex.org/W2154194773","https://openalex.org/W2165746464","https://openalex.org/W2167307343","https://openalex.org/W2171664034","https://openalex.org/W4236387761","https://openalex.org/W6653446477","https://openalex.org/W6681807782","https://openalex.org/W6684531174"],"related_works":["https://openalex.org/W2104708016","https://openalex.org/W2390701595","https://openalex.org/W1542850441","https://openalex.org/W2090956370","https://openalex.org/W1121716750","https://openalex.org/W2754775787","https://openalex.org/W2766867318","https://openalex.org/W1983236151","https://openalex.org/W791927757","https://openalex.org/W2364363516"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,22],"propose":[4,62],"a":[5,24,46,63],"cascaded":[6,84],"image":[7,13,26,38],"deblurring":[8,85,105],"scheme":[9,86],"that":[10,82],"adopts":[11],"combined":[12,25],"prior":[14,27,35,43,53],"followed":[15],"by":[16],"multi-scale":[17,64],"separable":[18,65],"kernel":[19,66],"refinement.":[20],"Specifically,":[21],"introduce":[23],"made":[28],"up":[29],"of":[30,89],"Aggressive":[31],"Patch":[32],"Recurrence":[33],"(APR)":[34],"and":[36,74,94,108],"sparsity":[37,42],"prior,":[39],"where":[40,51],"the":[41,57],"works":[44],"as":[45],"good":[47],"compensation":[48],"for":[49],"cases":[50],"APR":[52],"fails":[54],"to":[55],"maintain":[56],"self-similarity":[58],"assumption.":[59],"We":[60],"further":[61],"refinement":[67],"method,":[68],"which":[69],"can":[70],"effectively":[71],"remove":[72],"noise":[73],"ringing":[75,102],"artifacts":[76,103],"from":[77],"kernels.":[78],"Experimental":[79],"results":[80],"show":[81],"our":[83],"is":[87],"capable":[88],"estimating":[90],"noise-free":[91],"blur":[92],"kernels":[93],"achieves":[95],"visually":[96],"pleasant":[97],"resultant":[98],"images":[99],"without":[100],"obvious":[101],"when":[104],"both":[106],"synthetic":[107],"real-world":[109],"blurry":[110],"images.":[111]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}