{"id":"https://openalex.org/W4288391267","doi":"https://doi.org/10.1109/access.2022.3194524","title":"High-Frequency Attention Residual GAN Network for Blind Motion Deblurring","display_name":"High-Frequency Attention Residual GAN Network for Blind Motion Deblurring","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4288391267","doi":"https://doi.org/10.1109/access.2022.3194524"},"language":"en","primary_location":{"id":"doi:10.1109/access.2022.3194524","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3194524","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09843959.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":null,"license_id":null,"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/ielx7/6287639/6514899/09843959.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028146286","display_name":"Jitong Zhang","orcid":"https://orcid.org/0000-0002-8061-1818"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jitong Zhang","raw_affiliation_strings":["School of Electronics and Information, Institute of Carbon Neutrality and New Energy, Hangzhou Dianzi University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Information, Institute of Carbon Neutrality and New Energy, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017367838","display_name":"Guangmang Cui","orcid":"https://orcid.org/0000-0001-9821-8179"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangmang Cui","raw_affiliation_strings":["School of Electronics and Information, Institute of Carbon Neutrality and New Energy, Hangzhou Dianzi University, Hangzhou, China","Zhejiang Provincial Key Lab of Equipment Electronics, Hangzhou Dianzi University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Information, Institute of Carbon Neutrality and New Energy, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]},{"raw_affiliation_string":"Zhejiang Provincial Key Lab of Equipment Electronics, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075569212","display_name":"Jufeng Zhao","orcid":"https://orcid.org/0000-0002-4491-5566"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jufeng Zhao","raw_affiliation_strings":["School of Electronics and Information, Institute of Carbon Neutrality and New Energy, Hangzhou Dianzi University, Hangzhou, China","Zhejiang Provincial Key Lab of Equipment Electronics, Hangzhou Dianzi University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Information, Institute of Carbon Neutrality and New Energy, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]},{"raw_affiliation_string":"Zhejiang Provincial Key Lab of Equipment Electronics, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022654488","display_name":"Ying Chen","orcid":"https://orcid.org/0000-0002-3720-570X"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Chen","raw_affiliation_strings":["School of Electronics and Information, Institute of Carbon Neutrality and New Energy, Hangzhou Dianzi University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Information, Institute of Carbon Neutrality and New Energy, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5028146286"],"corresponding_institution_ids":["https://openalex.org/I50760025"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.6113,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.67175069,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"10","issue":null,"first_page":"81390","last_page":"81405"},"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9958999752998352,"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":0.992900013923645,"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/deblurring","display_name":"Deblurring","score":0.9660167098045349},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.732871949672699},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7070690393447876},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.6856755018234253},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6116857528686523},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6006596684455872},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5194882154464722},{"id":"https://openalex.org/keywords/texture","display_name":"Texture (cosmology)","score":0.513955295085907},{"id":"https://openalex.org/keywords/motion-blur","display_name":"Motion blur","score":0.5107660293579102},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.4861133098602295},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.41955599188804626},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38583919405937195},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.2950640618801117},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.07312461733818054}],"concepts":[{"id":"https://openalex.org/C2777693668","wikidata":"https://www.wikidata.org/wiki/Q25053743","display_name":"Deblurring","level":5,"score":0.9660167098045349},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.732871949672699},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7070690393447876},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.6856755018234253},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6116857528686523},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6006596684455872},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5194882154464722},{"id":"https://openalex.org/C2781195486","wikidata":"https://www.wikidata.org/wiki/Q289436","display_name":"Texture (cosmology)","level":3,"score":0.513955295085907},{"id":"https://openalex.org/C2777708103","wikidata":"https://www.wikidata.org/wiki/Q852589","display_name":"Motion blur","level":3,"score":0.5107660293579102},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.4861133098602295},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.41955599188804626},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38583919405937195},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2950640618801117},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.07312461733818054},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2022.3194524","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3194524","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09843959.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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:25d48211ceb04b13b3807fd7bded53b1","is_oa":true,"landing_page_url":"https://doaj.org/article/25d48211ceb04b13b3807fd7bded53b1","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 10, Pp 81390-81405 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2022.3194524","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3194524","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09843959.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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6700000166893005,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2243541778","display_name":null,"funder_award_id":"61805063","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G234875027","display_name":null,"funder_award_id":"LGF20F050003","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G3085993365","display_name":null,"funder_award_id":"(Grant No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5169721444","display_name":null,"funder_award_id":"201901","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7427034362","display_name":null,"funder_award_id":"SKX201901","funder_id":"https://openalex.org/F4320329758","funder_display_name":"Zhejiang Association for Science and Technology"},{"id":"https://openalex.org/G7726157001","display_name":null,"funder_award_id":"Grant No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8798288976","display_name":null,"funder_award_id":"LY22F050002","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320329758","display_name":"Zhejiang Association for Science and Technology","ror":null},{"id":"https://openalex.org/F4320338464","display_name":"Natural Science Foundation of Zhejiang Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4288391267.pdf","grobid_xml":"https://content.openalex.org/works/W4288391267.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1598281290","https://openalex.org/W1686810756","https://openalex.org/W1901129140","https://openalex.org/W1992309968","https://openalex.org/W1994321112","https://openalex.org/W2046119925","https://openalex.org/W2089034256","https://openalex.org/W2138204001","https://openalex.org/W2141115311","https://openalex.org/W2167307343","https://openalex.org/W2300657047","https://openalex.org/W2560533888","https://openalex.org/W2586480386","https://openalex.org/W2798735168","https://openalex.org/W2895598217","https://openalex.org/W2906163440","https://openalex.org/W2953823547","https://openalex.org/W2963073614","https://openalex.org/W2963312584","https://openalex.org/W2963495494","https://openalex.org/W2963881378","https://openalex.org/W2964030969","https://openalex.org/W2964040059","https://openalex.org/W2964101377","https://openalex.org/W2982795046","https://openalex.org/W3017506038","https://openalex.org/W3082543280","https://openalex.org/W3096831136","https://openalex.org/W3126069796","https://openalex.org/W3156456396","https://openalex.org/W3158418709","https://openalex.org/W3164869501","https://openalex.org/W3202040256","https://openalex.org/W3202182017","https://openalex.org/W4214815024","https://openalex.org/W4236387761","https://openalex.org/W4304014386","https://openalex.org/W6631190155","https://openalex.org/W6637373629","https://openalex.org/W6735913928","https://openalex.org/W6779669310"],"related_works":["https://openalex.org/W4224288641","https://openalex.org/W4382450485","https://openalex.org/W4229459996","https://openalex.org/W2232201529","https://openalex.org/W2066613488","https://openalex.org/W2031788393","https://openalex.org/W2558246008","https://openalex.org/W4293737289","https://openalex.org/W4391468564","https://openalex.org/W4297097661"],"abstract_inverted_index":{"The":[0,59,79],"moving":[1],"image":[2,21,50,56,122],"deblurring":[3],"method":[4,135],"based":[5],"on":[6,129],"deep":[7],"learning":[8],"has":[9],"achieved":[10],"good":[11],"results.":[12],"However,":[13],"some":[14],"methods":[15],"are":[16],"not":[17],"effective":[18],"in":[19,48,94,107,139],"restoring":[20],"texture":[22,46,125],"detail":[23,57],"information.":[24,126],"Therefore,":[25],"this":[26],"paper":[27],"proposes":[28],"a":[29],"High-Frequency":[30],"Attention":[31,70,76],"Residual":[32],"Module":[33],"(HFAR),":[34],"which":[35,111],"is":[36],"used":[37],"to":[38,42,51,85,104,116,120],"guide":[39,117],"the":[40,49,53,86,98,105,108,118],"network":[41,119],"learn":[43,121],"more":[44,83,91,102,113],"high-frequency":[45,92,114],"information":[47,93,115],"improve":[52],"quality":[54],"of":[55,65],"restoration.":[58],"designed":[60],"attention":[61],"residual":[62],"module":[63,71,77,81,100],"consists":[64],"two":[66],"sub-modules,":[67],"Fourier":[68],"Channel":[69],"(FCA)":[72],"and":[73,124],"Edge":[74],"Spatial":[75],"(ESA).":[78],"FCA":[80],"gives":[82,101],"weight":[84,103],"feature":[87,109],"maps":[88,110],"that":[89,133],"contain":[90,112],"multiple":[95],"channels.":[96],"While":[97],"ESA":[99],"areas":[106],"details":[123],"Extensive":[127],"experiments":[128],"different":[130],"datasets":[131],"show":[132],"our":[134],"achieves":[136],"state-of-the-art":[137],"performance":[138],"motion":[140],"deblurring.":[141]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
