{"id":"https://openalex.org/W4403390490","doi":"https://doi.org/10.1109/tnnls.2024.3459969","title":"Event-Assisted Recurrent Network for Arbitrary-Temporal-Scale Blurry Image Unfolding","display_name":"Event-Assisted Recurrent Network for Arbitrary-Temporal-Scale Blurry Image Unfolding","publication_year":2024,"publication_date":"2024-10-14","ids":{"openalex":"https://openalex.org/W4403390490","doi":"https://doi.org/10.1109/tnnls.2024.3459969","pmid":"https://pubmed.ncbi.nlm.nih.gov/39401106"},"language":"en","primary_location":{"id":"doi:10.1109/tnnls.2024.3459969","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2024.3459969","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Neural Networks and Learning Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Pengyu Zhang","orcid":"https://orcid.org/0000-0003-0102-8630"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengyu Zhang","raw_affiliation_strings":["School of Information and Communication Engineering, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0003-0102-8630","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088080474","display_name":"Hao Ju","orcid":null},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Ju","raw_affiliation_strings":["School of Information and Communication Engineering, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0009-0004-1262-7342","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103163398","display_name":"Weihua He","orcid":"https://orcid.org/0000-0002-2704-9475"},"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":"Weihua He","raw_affiliation_strings":["Department of Precision Instrument, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-2704-9475","affiliations":[{"raw_affiliation_string":"Department of Precision Instrument, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107808569","display_name":"Yaoyuan Wang","orcid":"https://orcid.org/0000-0003-1060-4898"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaoyuan Wang","raw_affiliation_strings":["Advanced Computing and Storage Laboratory, Huawei Technologies Company Ltd., Beijing, China","Advanced Computing and Storage Laboratory, Huawei Technologies Company Ltd, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-1060-4898","affiliations":[{"raw_affiliation_string":"Advanced Computing and Storage Laboratory, Huawei Technologies Company Ltd., Beijing, China","institution_ids":["https://openalex.org/I2250955327"]},{"raw_affiliation_string":"Advanced Computing and Storage Laboratory, Huawei Technologies Company Ltd, Beijing, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107808892","display_name":"Ziyang Zhang","orcid":"https://orcid.org/0000-0001-9543-2567"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziyang Zhang","raw_affiliation_strings":["Advanced Computing and Storage Laboratory, Huawei Technologies Company Ltd., Beijing, China","Advanced Computing and Storage Laboratory, Huawei Technologies Company Ltd, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-9543-2567","affiliations":[{"raw_affiliation_string":"Advanced Computing and Storage Laboratory, Huawei Technologies Company Ltd., Beijing, China","institution_ids":["https://openalex.org/I2250955327"]},{"raw_affiliation_string":"Advanced Computing and Storage Laboratory, Huawei Technologies Company Ltd, Beijing, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086172734","display_name":"Shengming Li","orcid":"https://orcid.org/0009-0009-6834-1083"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengming Li","raw_affiliation_strings":["School of Innovation and Entrepreneurship, Dalian University of Technology, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Innovation and Entrepreneurship, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100391493","display_name":"Dong Wang","orcid":"https://orcid.org/0000-0002-6976-4004"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dong Wang","raw_affiliation_strings":["School of Information and Communication Engineering, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0002-6976-4004","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006986293","display_name":"Huchuan Lu","orcid":"https://orcid.org/0000-0002-6668-9758"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huchuan Lu","raw_affiliation_strings":["School of Information and Communication Engineering, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0002-6668-9758","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067168484","display_name":"Xu Jia","orcid":"https://orcid.org/0000-0003-3168-3505"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Jia","raw_affiliation_strings":["School of Artificial Intelligence, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0003-3168-3505","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16418023,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"36","issue":"7","first_page":"11977","last_page":"11988"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9993000030517578,"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":0.9993000030517578,"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":0.998199999332428,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9966999888420105,"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":0.5611795783042908},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5586796998977661},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5539603233337402},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5437392592430115},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4803834557533264},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.21882519125938416},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.16398456692695618},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.12613338232040405},{"id":"https://openalex.org/keywords/astrophysics","display_name":"Astrophysics","score":0.08701944351196289}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5611795783042908},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5586796998977661},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5539603233337402},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5437392592430115},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4803834557533264},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.21882519125938416},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.16398456692695618},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12613338232040405},{"id":"https://openalex.org/C44870925","wikidata":"https://www.wikidata.org/wiki/Q37547","display_name":"Astrophysics","level":1,"score":0.08701944351196289}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tnnls.2024.3459969","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2024.3459969","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Neural Networks and Learning Systems","raw_type":"journal-article"},{"id":"pmid:39401106","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39401106","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on neural networks and learning systems","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2207719780","display_name":null,"funder_award_id":"62106036","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2558812161","display_name":null,"funder_award_id":"U23B2010","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3450416635","display_name":null,"funder_award_id":"62206040","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W233979554","https://openalex.org/W1457323852","https://openalex.org/W1485009520","https://openalex.org/W1895577753","https://openalex.org/W1901129140","https://openalex.org/W1905882502","https://openalex.org/W2194775991","https://openalex.org/W2312461778","https://openalex.org/W2472115300","https://openalex.org/W2552111036","https://openalex.org/W2560533888","https://openalex.org/W2738579427","https://openalex.org/W2756389006","https://openalex.org/W2798735168","https://openalex.org/W2953823547","https://openalex.org/W2962974533","https://openalex.org/W2963093735","https://openalex.org/W2963996760","https://openalex.org/W2964132169","https://openalex.org/W2964317599","https://openalex.org/W2967205412","https://openalex.org/W2970672284","https://openalex.org/W2997058852","https://openalex.org/W2998281665","https://openalex.org/W3034347085","https://openalex.org/W3035212231","https://openalex.org/W3035484352","https://openalex.org/W3035530631","https://openalex.org/W3097097310","https://openalex.org/W3109192943","https://openalex.org/W3110052477","https://openalex.org/W3124624766","https://openalex.org/W3176148916","https://openalex.org/W3177222833","https://openalex.org/W3188021906","https://openalex.org/W3202040256","https://openalex.org/W3202748844","https://openalex.org/W3203854346","https://openalex.org/W4214638086","https://openalex.org/W4214810407","https://openalex.org/W4225672218","https://openalex.org/W4308992250","https://openalex.org/W4312280868","https://openalex.org/W4319317196","https://openalex.org/W4321231530","https://openalex.org/W4386917315","https://openalex.org/W4387042228","https://openalex.org/W4389524555","https://openalex.org/W4392007270","https://openalex.org/W4398151446","https://openalex.org/W6716109767","https://openalex.org/W6783083507","https://openalex.org/W6859298233"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032"],"abstract_inverted_index":{"Recovering":[0],"a":[1,8,12,48,56,63,126,134,156,162],"sequence":[2,129,135],"of":[3,59,113,136,159],"latent":[4,60,100,128,137],"sharp":[5,38,138],"frames":[6,61,160],"from":[7,62,161],"motion-blurred":[9],"image":[10,65,78,117,164,173],"is":[11,92],"challenging":[13],"task.":[14],"The":[15],"bio-inspired":[16],"event":[17,22],"camera,":[18],"which":[19,102],"produces":[20],"an":[21,75],"stream":[23],"with":[24,40],"high":[25],"temporal":[26,42,86],"resolution,":[27],"has":[28,44],"been":[29,45],"exploited":[30],"to":[31,94,98,125,132,170],"promote":[32],"the":[33,109,115,144],"recovery":[34],"performance.":[35],"However,":[36],"recovering":[37,155],"sequences":[39],"arbitrary":[41,85],"scales":[43],"ignored":[46],"for":[47],"long":[49],"time.":[50,111],"Existing":[51],"works":[52],"can":[53,82,166],"only":[54,148],"recover":[55],"fixed":[57,157],"number":[58,158],"blurry":[64,77,116,163,172],"once":[66],"they":[67],"are":[68,120],"trained.":[69],"In":[70],"this":[71],"work,":[72],"we":[73],"propose":[74],"event-assisted":[76],"unfolding":[79],"framework":[80],"that":[81,143],"work":[83],"across":[84],"scales.":[87],"A":[88],"bi-directional":[89,127],"recurrent":[90],"network":[91],"employed":[93],"encode":[95],"events":[96,107,119],"corresponding":[97],"each":[99],"frame,":[101],"gathers":[103],"information":[104],"over":[105],"all":[106],"in":[108,154],"exposure":[110],"Features":[112],"both":[114],"and":[118,123],"fused":[121],"together":[122],"fed":[124],"decoder":[130],"(BiLSD)":[131],"produce":[133],"frames.":[139],"Extensive":[140],"experiments":[141],"show":[142],"proposed":[145],"method":[146],"not":[147],"performs":[149],"favorably":[150],"against":[151],"state-of-the-art":[152],"methods":[153],"but":[165],"be":[167],"well":[168],"generalized":[169],"arbitrary-temporal-scale":[171],"unfolding.":[174]},"counts_by_year":[],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}
