{"id":"https://openalex.org/W4391733641","doi":"https://doi.org/10.1007/s11063-024-11455-w","title":"A Deep Convolutional Encoder\u2013Decoder\u2013Restorer Architecture for Image Deblurring","display_name":"A Deep Convolutional Encoder\u2013Decoder\u2013Restorer Architecture for Image Deblurring","publication_year":2024,"publication_date":"2024-02-11","ids":{"openalex":"https://openalex.org/W4391733641","doi":"https://doi.org/10.1007/s11063-024-11455-w"},"language":"en","primary_location":{"id":"doi:10.1007/s11063-024-11455-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11063-024-11455-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11063-024-11455-w.pdf","source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11063-024-11455-w.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079990892","display_name":"Yiqing Fan","orcid":null},"institutions":[{"id":"https://openalex.org/I75867142","display_name":"Xiamen University of Technology","ror":"https://ror.org/01285e189","country_code":"CN","type":"education","lineage":["https://openalex.org/I75867142"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yiqing Fan","raw_affiliation_strings":["Key Laboratory of Fujian Universities for Virtual Reality and 3D Visualization, Xiamen University of Technology, Xiamen, 361024, Fujian, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Fujian Universities for Virtual Reality and 3D Visualization, Xiamen University of Technology, Xiamen, 361024, Fujian, China","institution_ids":["https://openalex.org/I75867142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068425936","display_name":"Chaoqun Hong","orcid":"https://orcid.org/0000-0003-4472-7298"},"institutions":[{"id":"https://openalex.org/I75867142","display_name":"Xiamen University of Technology","ror":"https://ror.org/01285e189","country_code":"CN","type":"education","lineage":["https://openalex.org/I75867142"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaoqun Hong","raw_affiliation_strings":["Key Laboratory of Fujian Universities for Virtual Reality and 3D Visualization, Xiamen University of Technology, Xiamen, 361024, Fujian, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Fujian Universities for Virtual Reality and 3D Visualization, Xiamen University of Technology, Xiamen, 361024, Fujian, China","institution_ids":["https://openalex.org/I75867142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089031055","display_name":"Guanghui Zeng","orcid":null},"institutions":[{"id":"https://openalex.org/I75867142","display_name":"Xiamen University of Technology","ror":"https://ror.org/01285e189","country_code":"CN","type":"education","lineage":["https://openalex.org/I75867142"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanghui Zeng","raw_affiliation_strings":["Key Laboratory of Fujian Universities for Virtual Reality and 3D Visualization, Xiamen University of Technology, Xiamen, 361024, Fujian, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Fujian Universities for Virtual Reality and 3D Visualization, Xiamen University of Technology, Xiamen, 361024, Fujian, China","institution_ids":["https://openalex.org/I75867142"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100343789","display_name":"Lijuan Liu","orcid":"https://orcid.org/0009-0007-0163-7336"},"institutions":[{"id":"https://openalex.org/I75867142","display_name":"Xiamen University of Technology","ror":"https://ror.org/01285e189","country_code":"CN","type":"education","lineage":["https://openalex.org/I75867142"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lijuan Liu","raw_affiliation_strings":["Key Laboratory of Fujian Universities for Virtual Reality and 3D Visualization, Xiamen University of Technology, Xiamen, 361024, Fujian, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Fujian Universities for Virtual Reality and 3D Visualization, Xiamen University of Technology, Xiamen, 361024, Fujian, China","institution_ids":["https://openalex.org/I75867142"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5079990892"],"corresponding_institution_ids":["https://openalex.org/I75867142"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":4.3685,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.95340038,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"56","issue":"1","first_page":null,"last_page":null},"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":0.9991999864578247,"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":0.9933000206947327,"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":0.9319722056388855},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8256204724311829},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.7091109752655029},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.668416440486908},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.5517445206642151},{"id":"https://openalex.org/keywords/fuse","display_name":"Fuse (electrical)","score":0.5393005013465881},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5356793999671936},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5223130583763123},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.46078622341156006},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.44085052609443665},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.42770928144454956},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.42155835032463074},{"id":"https://openalex.org/keywords/network-architecture","display_name":"Network architecture","score":0.42076486349105835},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.27865976095199585},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.26532039046287537},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.19147229194641113},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09097039699554443}],"concepts":[{"id":"https://openalex.org/C2777693668","wikidata":"https://www.wikidata.org/wiki/Q25053743","display_name":"Deblurring","level":5,"score":0.9319722056388855},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8256204724311829},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.7091109752655029},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.668416440486908},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.5517445206642151},{"id":"https://openalex.org/C141353440","wikidata":"https://www.wikidata.org/wiki/Q182221","display_name":"Fuse (electrical)","level":2,"score":0.5393005013465881},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5356793999671936},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5223130583763123},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.46078622341156006},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.44085052609443665},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.42770928144454956},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.42155835032463074},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.42076486349105835},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.27865976095199585},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.26532039046287537},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.19147229194641113},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09097039699554443},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11063-024-11455-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11063-024-11455-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11063-024-11455-w.pdf","source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s11063-024-11455-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11063-024-11455-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11063-024-11455-w.pdf","source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","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/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/G4020255992","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4032380332","display_name":null,"funder_award_id":"2020J02160","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"},{"id":"https://openalex.org/G4667037360","display_name":null,"funder_award_id":"202060","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5663618856","display_name":null,"funder_award_id":"No. 62103345","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","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/G6307629702","display_name":null,"funder_award_id":"3502Z20206076","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"},{"id":"https://openalex.org/G7307764496","display_name":null,"funder_award_id":"VRLAB2021C01","funder_id":"https://openalex.org/F4320326839","funder_display_name":"State Key Laboratory of Virtual Reality Technology and Systems"},{"id":"https://openalex.org/G7352901774","display_name":null,"funder_award_id":"2021J01118","funder_id":"https://openalex.org/F4320321878","funder_display_name":"Natural Science Foundation of Fujian Province"},{"id":"https://openalex.org/G773778747","display_name":null,"funder_award_id":"No. 62173285","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8048440229","display_name":null,"funder_award_id":"2020J02160","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8261394645","display_name":null,"funder_award_id":"3502Z20206076","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"},{"id":"https://openalex.org/F4320321125","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56"},{"id":"https://openalex.org/F4320321878","display_name":"Natural Science Foundation of Fujian Province","ror":null},{"id":"https://openalex.org/F4320326839","display_name":"State Key Laboratory of Virtual Reality Technology and Systems","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391733641.pdf"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1795014501","https://openalex.org/W1916935112","https://openalex.org/W1979322608","https://openalex.org/W2036682493","https://openalex.org/W2037227137","https://openalex.org/W2047123483","https://openalex.org/W2088691392","https://openalex.org/W2096733369","https://openalex.org/W2110061212","https://openalex.org/W2133957619","https://openalex.org/W2170608748","https://openalex.org/W2465552163","https://openalex.org/W2509784253","https://openalex.org/W2560533888","https://openalex.org/W2564023417","https://openalex.org/W2613155248","https://openalex.org/W2798735168","https://openalex.org/W2964030969","https://openalex.org/W2965217508","https://openalex.org/W3034347085","https://openalex.org/W3034770329","https://openalex.org/W3034789174","https://openalex.org/W3035484352","https://openalex.org/W3095435396","https://openalex.org/W3097463671","https://openalex.org/W3107405705","https://openalex.org/W3170697543","https://openalex.org/W3176629891","https://openalex.org/W3202040256","https://openalex.org/W4284969887","https://openalex.org/W4285248638","https://openalex.org/W4287982304"],"related_works":["https://openalex.org/W4308216825","https://openalex.org/W4312281738","https://openalex.org/W2095407248","https://openalex.org/W1997714924","https://openalex.org/W2129190845","https://openalex.org/W4389045637","https://openalex.org/W1994209155","https://openalex.org/W2076843925","https://openalex.org/W4384300015","https://openalex.org/W2054979592"],"abstract_inverted_index":{"Abstract":[0],"The":[1],"accuracy":[2,183],"of":[3,19,34,150,184],"many":[4],"computer":[5],"vision":[6,186],"tasks":[7],"is":[8,15,37,62,71,80,94,124,135],"reduced":[9],"by":[10,25],"blurred":[11],"images,":[12],"so":[13],"deblur":[14],"important.":[16],"More":[17],"details":[18],"the":[20,31,55,74,83,101,110,116,121,128,141,148,158,162,166,182],"image":[21,107,160],"can":[22],"be":[23],"captured":[24],"a":[26,41,45,57,67],"common":[27],"multi-stage":[28],"network,":[29],"but":[30],"computational":[32],"complexity":[33],"this":[35,65],"method":[36,134,175],"higher":[38],"compared":[39,136],"with":[40,137],"single-stage":[42,46],"network.":[43],"However,":[44],"network":[47],"cannot":[48],"capture":[49],"multi-scale":[50,68,98],"information":[51,91],"well.":[52],"To":[53],"tackle":[54],"problem,":[56],"novel":[58],"convolutional":[59],"encoder\u2013decoder\u2013restorer":[60],"architecture":[61],"proposed.":[63],"In":[64,89,112,144],"architecture,":[66],"input":[69],"structure":[70],"used":[72,105],"in":[73,109,118,127],"encoder.":[75],"Improved":[76],"supervised":[77],"attention":[78],"module":[79],"inserted":[81],"into":[82],"encoder":[84],"for":[85,106],"enhanced":[86],"feature":[87],"acquisition.":[88],"decoder,":[90],"supplement":[92],"block":[93],"proposed":[95,152,174],"to":[96,114,146],"fuse":[97],"features.":[99],"Finally,":[100],"fused":[102],"features":[103],"are":[104],"recovery":[108],"restorer.":[111],"order":[113],"optimise":[115],"model":[117],"multiple":[119],"domains,":[120],"loss":[122],"function":[123],"calculated":[125],"separately":[126],"spatial":[129],"and":[130,165,180],"frequency":[131],"domains.":[132],"Our":[133],"existing":[138],"methods":[139,179],"on":[140,157],"GOPRO":[142],"dataset.":[143,168],"addition,":[145],"verify":[147],"applications":[149],"our":[151,173],"method,":[153],"we":[154],"conduct":[155],"experiments":[156],"Real":[159],"dataset,":[161],"VOC2007":[163],"dataset":[164],"LFW":[167],"Experimental":[169],"results":[170],"show":[171],"that":[172],"outperforms":[176],"state-of-the-art":[177],"deblurring":[178],"improves":[181],"different":[185],"tasks.":[187]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":5}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-10-10T00:00:00"}