{"id":"https://openalex.org/W3032455688","doi":"https://doi.org/10.1109/access.2020.2997408","title":"Attention Network for Non-Uniform Deblurring","display_name":"Attention Network for Non-Uniform Deblurring","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3032455688","doi":"https://doi.org/10.1109/access.2020.2997408","mag":"3032455688"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2997408","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2997408","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09099474.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09099474.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078478247","display_name":"Qing Qi","orcid":"https://orcid.org/0000-0003-1342-3865"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]},{"id":"https://openalex.org/I290007724","display_name":"Qinghai University for Nationalities","ror":"https://ror.org/01e7csr82","country_code":"CN","type":"education","lineage":["https://openalex.org/I290007724"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing Qi","raw_affiliation_strings":["Department of Electrical and Information Engineering, Tianjin University, Tianjin, China","Department of Physics and Electronics Information Engineering, Qinghai University for Nationalities, Xining, China"],"raw_orcid":"https://orcid.org/0000-0003-1342-3865","affiliations":[{"raw_affiliation_string":"Department of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]},{"raw_affiliation_string":"Department of Physics and Electronics Information Engineering, Qinghai University for Nationalities, Xining, China","institution_ids":["https://openalex.org/I290007724"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100445482","display_name":"Jichang Guo","orcid":"https://orcid.org/0000-0003-3130-1685"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jichang Guo","raw_affiliation_strings":["Department of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0003-3130-1685","affiliations":[{"raw_affiliation_string":"Department of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064291815","display_name":"Weipei Jin","orcid":"https://orcid.org/0000-0003-3702-1975"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weipei Jin","raw_affiliation_strings":["Department of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0003-3702-1975","affiliations":[{"raw_affiliation_string":"Department of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.2458,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.8203225,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"8","issue":null,"first_page":"100044","last_page":"100057"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9979000091552734,"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":0.9975000023841858,"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":0.9601237773895264},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8166279792785645},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7244523763656616},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6365448236465454},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.6164565682411194},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5319889783859253},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5218585729598999},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5051913857460022},{"id":"https://openalex.org/keywords/salient","display_name":"Salient","score":0.500481128692627},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.45699331164360046},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.43492835760116577},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.4214846193790436},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.31219756603240967},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.2392158806324005},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11426344513893127}],"concepts":[{"id":"https://openalex.org/C2777693668","wikidata":"https://www.wikidata.org/wiki/Q25053743","display_name":"Deblurring","level":5,"score":0.9601237773895264},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8166279792785645},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7244523763656616},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6365448236465454},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.6164565682411194},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5319889783859253},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5218585729598999},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5051913857460022},{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.500481128692627},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.45699331164360046},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.43492835760116577},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.4214846193790436},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.31219756603240967},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2392158806324005},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11426344513893127},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.2997408","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2997408","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09099474.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:449aea7301734881883b21d07b6f491a","is_oa":true,"landing_page_url":"https://doaj.org/article/449aea7301734881883b21d07b6f491a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 100044-100057 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2997408","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2997408","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09099474.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.5}],"awards":[{"id":"https://openalex.org/G3427164124","display_name":null,"funder_award_id":"Z2016105","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4194377310","display_name":"\u6c34\u4e0b\u6210\u50cf\u5c42\u6b21\u5316\u5efa\u6a21\u53ca\u6c34\u4e0b\u56fe\u50cf/\u89c6\u9891\u6e05\u6670\u5316\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61771334","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3032455688.pdf","grobid_xml":"https://content.openalex.org/works/W3032455688.grobid-xml"},"referenced_works_count":61,"referenced_works":["https://openalex.org/W1457323852","https://openalex.org/W1522301498","https://openalex.org/W1598281290","https://openalex.org/W1604428010","https://openalex.org/W1686810756","https://openalex.org/W1901129140","https://openalex.org/W1916935112","https://openalex.org/W1976730913","https://openalex.org/W2017745767","https://openalex.org/W2032506791","https://openalex.org/W2044005793","https://openalex.org/W2118456997","https://openalex.org/W2124964692","https://openalex.org/W2133665775","https://openalex.org/W2164570415","https://openalex.org/W2167307343","https://openalex.org/W2194775991","https://openalex.org/W2300657047","https://openalex.org/W2319561215","https://openalex.org/W2331128040","https://openalex.org/W2396267364","https://openalex.org/W2465552163","https://openalex.org/W2468652750","https://openalex.org/W2474628748","https://openalex.org/W2520164769","https://openalex.org/W2523704184","https://openalex.org/W2560533888","https://openalex.org/W2564023417","https://openalex.org/W2738579427","https://openalex.org/W2752782242","https://openalex.org/W2762685704","https://openalex.org/W2767009334","https://openalex.org/W2782977076","https://openalex.org/W2893595367","https://openalex.org/W2895327470","https://openalex.org/W2904238779","https://openalex.org/W2962793481","https://openalex.org/W2963073614","https://openalex.org/W2963312584","https://openalex.org/W2963446712","https://openalex.org/W2964030969","https://openalex.org/W2964162160","https://openalex.org/W2967085153","https://openalex.org/W2969134192","https://openalex.org/W2971483169","https://openalex.org/W2982795046","https://openalex.org/W2990176100","https://openalex.org/W3098900881","https://openalex.org/W3099562471","https://openalex.org/W4295521014","https://openalex.org/W4320013936","https://openalex.org/W6631190155","https://openalex.org/W6637373629","https://openalex.org/W6639824700","https://openalex.org/W6658772490","https://openalex.org/W6684399562","https://openalex.org/W6702130928","https://openalex.org/W6726381175","https://openalex.org/W6735913928","https://openalex.org/W6756739244","https://openalex.org/W6757872554"],"related_works":["https://openalex.org/W2066613488","https://openalex.org/W2031788393","https://openalex.org/W791927757","https://openalex.org/W2182590612","https://openalex.org/W3153582293","https://openalex.org/W2905397092","https://openalex.org/W2269775642","https://openalex.org/W3080537281","https://openalex.org/W2289746762","https://openalex.org/W2139384960"],"abstract_inverted_index":{"Recently,":[0],"image":[1,56,145],"deblurring":[2],"task":[3],"is":[4,133,154],"valuable":[5],"and":[6,26,79,107,165],"challenging":[7],"in":[8],"computer":[9],"vision.":[10],"However,":[11],"existing":[12],"learning-based":[13],"methods":[14],"can":[15],"not":[16],"produce":[17],"satisfactory":[18],"results,":[19],"such":[20],"as":[21],"lacking":[22],"of":[23,59,102],"salient":[24],"structures":[25],"fine":[27],"details.":[28],"In":[29,47,112],"this":[30,48],"paper,":[31,49],"we":[32,50,92,114],"propose":[33,93],"a":[34,94,103,108,129],"solution":[35],"to":[36,65,123,156],"transform":[37],"spatially":[38],"variant":[39],"blurry":[40],"images":[41,160,164],"into":[42],"the":[43,72,80],"photo-realistic":[44,158],"sharp":[45,159],"manifold.":[46],"investigate":[51],"an":[52],"attention":[53,105,110,131],"network":[54],"for":[55,75,136],"deblurring.":[57],"Instead":[58],"relying":[60],"on":[61,84],"local":[62,81],"receptive":[63,85],"fields":[64,86],"construct":[66],"features":[67,74,82,139,142],"by":[68],"previous":[69],"state-of-the-art":[70,167],"methods,":[71],"non-local":[73],"capturing":[76],"long-range":[77],"dependencies":[78],"rely":[83],"should":[87],"be":[88],"jointly":[89],"considered.":[90],"Therefore,":[91],"novel":[95],"dense":[96,119],"feature":[97,120,126],"fusion":[98,121],"block":[99],"that":[100,143,151],"consists":[101],"channel":[104],"module":[106,132],"pixel":[109],"module.":[111],"addition,":[113],"further":[115,134],"densely":[116],"connected":[117],"multiple":[118],"blocks":[122],"acquire":[124],"high-order":[125],"representation.":[127],"Moreover,":[128],"scale":[130],"introduced":[135],"removing":[137],"unfavorable":[138],"while":[140],"retaining":[141],"facilitate":[144],"recovery.":[146],"Comprehensive":[147],"experimental":[148],"results":[149],"show":[150],"our":[152],"method":[153],"able":[155],"generate":[157],"from":[161],"real-world":[162],"blurring":[163],"outperforms":[166],"methods.":[168]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
