{"id":"https://openalex.org/W4317419782","doi":"https://doi.org/10.1109/gcce56475.2022.10014342","title":"The High-Efficiency Motion-Blurred Video Restoration Method by Feature Enhancement-Based Deep Learning Network","display_name":"The High-Efficiency Motion-Blurred Video Restoration Method by Feature Enhancement-Based Deep Learning Network","publication_year":2022,"publication_date":"2022-10-18","ids":{"openalex":"https://openalex.org/W4317419782","doi":"https://doi.org/10.1109/gcce56475.2022.10014342"},"language":"en","primary_location":{"id":"doi:10.1109/gcce56475.2022.10014342","doi":"https://doi.org/10.1109/gcce56475.2022.10014342","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcce56475.2022.10014342","pdf_url":null,"source":{"id":"https://openalex.org/S4363607800","display_name":"IEEE Global Conference on Consumer Electronics (GCCE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 11th Global Conference on Consumer Electronics (GCCE)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5042654657","display_name":"Chao-Ho Chen","orcid":"https://orcid.org/0009-0009-3075-5774","observed_orcids":["https://orcid.org/0009-0009-3075-5774"]},"institutions":[{"id":"https://openalex.org/I4387154394","display_name":"National Kaohsiung University of Science and Technology","ror":"https://ror.org/00hfj7g70","country_code":"TW","type":"education","lineage":["https://openalex.org/I4387154394"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chao-Ho Chen","raw_affiliation_strings":["National Kaohsiung University of Science and Technology,Department of Electronic Engineering,Taiwan,R.O.C","Department of Electronic Engineering, National Kaohsiung University of Science and Technology, Taiwan, R.O.C"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Kaohsiung University of Science and Technology,Department of Electronic Engineering,Taiwan,R.O.C","institution_ids":["https://openalex.org/I4387154394"]},{"raw_affiliation_string":"Department of Electronic Engineering, National Kaohsiung University of Science and Technology, Taiwan, R.O.C","institution_ids":["https://openalex.org/I4387154394"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041469019","display_name":"Chia-En Lin","orcid":"https://orcid.org/0009-0006-3124-8318","observed_orcids":["https://orcid.org/0009-0006-3124-8318"]},"institutions":[{"id":"https://openalex.org/I4387154394","display_name":"National Kaohsiung University of Science and Technology","ror":"https://ror.org/00hfj7g70","country_code":"TW","type":"education","lineage":["https://openalex.org/I4387154394"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chia-En Lin","raw_affiliation_strings":["National Kaohsiung University of Science and Technology,Department of Electronic Engineering,Taiwan,R.O.C","Department of Electronic Engineering, National Kaohsiung University of Science and Technology, Taiwan, R.O.C"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Kaohsiung University of Science and Technology,Department of Electronic Engineering,Taiwan,R.O.C","institution_ids":["https://openalex.org/I4387154394"]},{"raw_affiliation_string":"Department of Electronic Engineering, National Kaohsiung University of Science and Technology, Taiwan, R.O.C","institution_ids":["https://openalex.org/I4387154394"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047358329","display_name":"Tsong-Yi Chen","orcid":"https://orcid.org/0009-0009-2304-2856","observed_orcids":["https://orcid.org/0009-0009-2304-2856"]},"institutions":[{"id":"https://openalex.org/I4387154394","display_name":"National Kaohsiung University of Science and Technology","ror":"https://ror.org/00hfj7g70","country_code":"TW","type":"education","lineage":["https://openalex.org/I4387154394"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Tsong-Yi Chen","raw_affiliation_strings":["National Kaohsiung University of Science and Technology,Department of Electronic Engineering,Taiwan,R.O.C","Department of Electronic Engineering, National Kaohsiung University of Science and Technology, Taiwan, R.O.C"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Kaohsiung University of Science and Technology,Department of Electronic Engineering,Taiwan,R.O.C","institution_ids":["https://openalex.org/I4387154394"]},{"raw_affiliation_string":"Department of Electronic Engineering, National Kaohsiung University of Science and Technology, Taiwan, R.O.C","institution_ids":["https://openalex.org/I4387154394"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109967171","display_name":"Da-Jinn Wang","orcid":"https://orcid.org/0009-0001-8999-5774","observed_orcids":["https://orcid.org/0009-0001-8999-5774"]},"institutions":[{"id":"https://openalex.org/I4387154394","display_name":"National Kaohsiung University of Science and Technology","ror":"https://ror.org/00hfj7g70","country_code":"TW","type":"education","lineage":["https://openalex.org/I4387154394"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Da-Jinn Wang","raw_affiliation_strings":["National Kaohsiung University of Science and Technology,Department of Business Computing,Taiwan,R.O.C","Department of Business Computing, National Kaohsiung University of Science and Technology, Taiwan, R.O.C"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Kaohsiung University of Science and Technology,Department of Business Computing,Taiwan,R.O.C","institution_ids":["https://openalex.org/I4387154394"]},{"raw_affiliation_string":"Department of Business Computing, National Kaohsiung University of Science and Technology, Taiwan, R.O.C","institution_ids":["https://openalex.org/I4387154394"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076171149","display_name":"Hsueh-Liang Hsiao","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4387154394","display_name":"National Kaohsiung University of Science and Technology","ror":"https://ror.org/00hfj7g70","country_code":"TW","type":"education","lineage":["https://openalex.org/I4387154394"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hsueh-Liang Hsiao","raw_affiliation_strings":["National Kaohsiung University of Science and Technology,Department of Electronic Engineering,Taiwan,R.O.C","Department of Electronic Engineering, National Kaohsiung University of Science and Technology, Taiwan, R.O.C"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Kaohsiung University of Science and Technology,Department of Electronic Engineering,Taiwan,R.O.C","institution_ids":["https://openalex.org/I4387154394"]},{"raw_affiliation_string":"Department of Electronic Engineering, National Kaohsiung University of Science and Technology, Taiwan, R.O.C","institution_ids":["https://openalex.org/I4387154394"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100801952","display_name":"Cheng-Kang Wen","orcid":"https://orcid.org/0009-0004-0387-5037","observed_orcids":["https://orcid.org/0009-0004-0387-5037"]},"institutions":[{"id":"https://openalex.org/I108377105","display_name":"Tainan University of Technology","ror":"https://ror.org/03967fe87","country_code":"TW","type":"education","lineage":["https://openalex.org/I108377105"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Cheng-Kang Wen","raw_affiliation_strings":["Tainan University of Technology,Department of Information Management,Taiwan,R.O.C","Department of Information Management, Tainan University of Technology, Taiwan, R.O.C"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tainan University of Technology,Department of Information Management,Taiwan,R.O.C","institution_ids":["https://openalex.org/I108377105"]},{"raw_affiliation_string":"Department of Information Management, Tainan University of Technology, Taiwan, R.O.C","institution_ids":["https://openalex.org/I108377105"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0807,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.26056318,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"808","last_page":"809"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9980000257492065,"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":0.9980000257492065,"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/T13579","display_name":"Image and Video Stabilization","score":0.000699999975040555,"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/T11019","display_name":"Image Enhancement Techniques","score":0.00039999998989515007,"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/motion-blur-removal","display_name":"motion blur removal","score":0.8479999899864197},{"id":"https://openalex.org/keywords/video-deblurring","display_name":"video deblurring","score":0.9139999747276306},{"id":"https://openalex.org/keywords/channel-attention","display_name":"channel attention","score":0.9340000152587891},{"id":"https://openalex.org/keywords/feature-enhancement","display_name":"feature enhancement","score":0.878000020980835},{"id":"https://openalex.org/keywords/computational-efficiency","display_name":"computational efficiency","score":0.7979999780654907}],"concepts":[{"id":"https://openalex.org/C2777693668","wikidata":"https://www.wikidata.org/wiki/Q25053743","display_name":"Deblurring","level":5,"score":0.8298918008804321},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7655776739120483},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7449464797973633},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.6441925168037415},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6337819695472717},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6224510073661804},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5814467668533325},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5020642280578613},{"id":"https://openalex.org/C2777708103","wikidata":"https://www.wikidata.org/wiki/Q852589","display_name":"Motion blur","level":3,"score":0.4890047311782837},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.4571708142757416},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.4174843728542328},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4119076728820801},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3583828806877136},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.31490108370780945},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2849773168563843},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2350127100944519},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"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/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/gcce56475.2022.10014342","doi":"https://doi.org/10.1109/gcce56475.2022.10014342","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcce56475.2022.10014342","pdf_url":null,"source":{"id":"https://openalex.org/S4363607800","display_name":"IEEE Global Conference on Consumer Electronics (GCCE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 11th Global Conference on Consumer Electronics (GCCE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2048710758","https://openalex.org/W2054619618","https://openalex.org/W2128376275","https://openalex.org/W2738579427","https://openalex.org/W2953823547","https://openalex.org/W2964030969","https://openalex.org/W2965217508","https://openalex.org/W2976284771"],"related_works":["https://openalex.org/W4402805113","https://openalex.org/W3087109185","https://openalex.org/W4311747015","https://openalex.org/W2738579427","https://openalex.org/W4307819182","https://openalex.org/W7108207357","https://openalex.org/W4408091696","https://openalex.org/W7202350647","https://openalex.org/W2558246008","https://openalex.org/W4387448091"],"abstract_inverted_index":{"To":[0],"achieve":[1],"high-efficiency":[2],"motion-blurred":[3],"video":[4,80],"restoration":[5,123],"for":[6,31,126],"hand-held":[7],"cameras,":[8],"this":[9],"paper":[10],"presents":[11],"a":[12],"feature":[13,94,101],"enhancement-based":[14],"deep":[15,84,134],"learning":[16,85,135],"network":[17],"which":[18],"mainly":[19],"employs":[20],"the":[21,27,33,40,44,55,60,68,73,78,100,114,127],"channel":[22],"attention":[23],"layer":[24],"to":[25,50,132],"generate":[26],"most":[28],"effective":[29],"features":[30],"improving":[32],"image-deblurring":[34],"effect.":[35],"In":[36],"addition,":[37],"by":[38,72],"weighting":[39],"color":[41],"saturation":[42],"of":[43,47,58,63],"input":[45,65],"image":[46,66],"training":[48],"process":[49,103],"preserve":[51],"its":[52],"original":[53],"clarity,":[54],"inherent":[56],"problem":[57],"turning":[59],"clear":[61],"part":[62],"an":[64],"into":[67],"fuzzy":[69],"part,":[70],"caused":[71],"inappropriate":[74],"convolution":[75],"results":[76,111],"in":[77],"previous":[79],"deblurring":[81],"methods":[82],"using":[83],"networks,":[86],"can":[87,96],"be":[88,97],"substantially":[89],"reduced.":[90],"Thus,":[91],"if":[92],"more":[93],"information":[95],"effectively":[98],"extracted,":[99],"extraction":[102],"does":[104],"not":[105],"require":[106],"much":[107],"computational":[108,119],"effort.":[109],"Experimental":[110],"show":[112],"that":[113],"proposed":[115],"method":[116],"has":[117],"lower":[118],"complexity":[120],"and":[121,129],"higher":[122],"quality,":[124],"especially":[125],"numbers":[128],"characters,":[130],"compared":[131],"other":[133],"network-based":[136],"methods.":[137]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-06T12:05:46.655746","created_date":"2023-01-19T00:00:00"}
