{"id":"https://openalex.org/W4409019573","doi":"https://doi.org/10.1109/tcsvt.2025.3556203","title":"ERD: Encoder-Residual-Decoder Neural Network for Underwater Image Enhancement","display_name":"ERD: Encoder-Residual-Decoder Neural Network for Underwater Image Enhancement","publication_year":2025,"publication_date":"2025-03-31","ids":{"openalex":"https://openalex.org/W4409019573","doi":"https://doi.org/10.1109/tcsvt.2025.3556203"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2025.3556203","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2025.3556203","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","raw_type":"journal-article"},"type":"article","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/A5082088474","display_name":"Jingchao Cao","orcid":"https://orcid.org/0000-0002-8944-8033"},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingchao Cao","raw_affiliation_strings":["School of Computer Science and Technology, Ocean University of China, Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0002-8944-8033","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Ocean University of China, Qingdao, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113038427","display_name":"Wangzhen Peng","orcid":null},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wangzhen Peng","raw_affiliation_strings":["School of Computer Science and Technology, Ocean University of China, Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0002-2333-5415","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Ocean University of China, Qingdao, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100422851","display_name":"Yutao Liu","orcid":"https://orcid.org/0009-0009-8562-4026"},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yutao Liu","raw_affiliation_strings":["School of Computer Science and Technology, Ocean University of China, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Ocean University of China, Qingdao, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029633264","display_name":"Junyu Dong","orcid":"https://orcid.org/0000-0001-7012-2087"},"institutions":[{"id":"https://openalex.org/I59028903","display_name":"Ocean University of China","ror":"https://ror.org/04rdtx186","country_code":"CN","type":"education","lineage":["https://openalex.org/I59028903"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junyu Dong","raw_affiliation_strings":["School of Computer Science and Technology, Ocean University of China, Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0001-7012-2087","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Ocean University of China, Qingdao, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004453915","display_name":"Patrick Le Callet","orcid":"https://orcid.org/0000-0002-2143-7063"},"institutions":[{"id":"https://openalex.org/I100445878","display_name":"\u00c9cole Centrale de Nantes","ror":"https://ror.org/03nh7d505","country_code":"FR","type":"education","lineage":["https://openalex.org/I100445878","https://openalex.org/I97188460"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210117005","display_name":"Laboratoire des Sciences du Num\u00e9rique de Nantes","ror":"https://ror.org/02snf8m58","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100445878","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I4210117005","https://openalex.org/I4210124215","https://openalex.org/I4210127572","https://openalex.org/I4210139971","https://openalex.org/I97188460","https://openalex.org/I97188460"]},{"id":"https://openalex.org/I97188460","display_name":"Nantes Universit\u00e9","ror":"https://ror.org/03gnr7b55","country_code":"FR","type":"education","lineage":["https://openalex.org/I97188460"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Patrick Le Callet","raw_affiliation_strings":["&#x00C9;cole Centrale Nantes, CNRS, LS2N, Nantes Universit&#x00E9;, Nantes, France"],"raw_orcid":"https://orcid.org/0000-0002-2143-7063","affiliations":[{"raw_affiliation_string":"&#x00C9;cole Centrale Nantes, CNRS, LS2N, Nantes Universit&#x00E9;, Nantes, France","institution_ids":["https://openalex.org/I97188460","https://openalex.org/I100445878","https://openalex.org/I4210117005","https://openalex.org/I1294671590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008386708","display_name":"Sam Kwong","orcid":"https://orcid.org/0000-0001-7484-7261"},"institutions":[{"id":"https://openalex.org/I165488957","display_name":"Lingnan University","ror":"https://ror.org/0563pg902","country_code":"HK","type":"education","lineage":["https://openalex.org/I165488957"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Sam Kwong","raw_affiliation_strings":["Department of Computing and Decision Science, Lingnan University, Tuen Mun, SAR, Hong Kong","Department of Computing and Decision Science, Lingnan University, Hong Kong, SAR, China"],"raw_orcid":"https://orcid.org/0000-0001-7484-7261","affiliations":[{"raw_affiliation_string":"Department of Computing and Decision Science, Lingnan University, Tuen Mun, SAR, Hong Kong","institution_ids":["https://openalex.org/I165488957"]},{"raw_affiliation_string":"Department of Computing and Decision Science, Lingnan University, Hong Kong, SAR, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.5884,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.96389501,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"35","issue":"9","first_page":"8958","last_page":"8972"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9865999817848206,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9865999817848206,"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":0.9642000198364258,"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/T11698","display_name":"Underwater Acoustics Research","score":0.9603000283241272,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6943358182907104},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.6809078454971313},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.5888041257858276},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5725162029266357},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.492014616727829},{"id":"https://openalex.org/keywords/underwater","display_name":"Underwater","score":0.4636451303958893},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4197436571121216},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.41880834102630615},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3924962282180786},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.37450987100601196},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.283176064491272}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6943358182907104},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.6809078454971313},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.5888041257858276},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5725162029266357},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.492014616727829},{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.4636451303958893},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4197436571121216},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.41880834102630615},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3924962282180786},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.37450987100601196},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.283176064491272},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"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/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcsvt.2025.3556203","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2025.3556203","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-05313954v1","is_oa":false,"landing_page_url":"https://hal.science/hal-05313954","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Circuits and Systems for Video Technology, 2025, 35 (9), pp.8958-8972. &#x27E8;10.1109/TCSVT.2025.3556203&#x27E9;","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life below water","id":"https://metadata.un.org/sdg/14","score":0.44999998807907104}],"awards":[{"id":"https://openalex.org/G1554557178","display_name":null,"funder_award_id":"ZR2022QF006","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G3080384812","display_name":null,"funder_award_id":"ZR2023QF145","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G4974262462","display_name":null,"funder_award_id":"ZR2024MF116","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G5629329184","display_name":null,"funder_award_id":"62201538","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/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W2009071067","https://openalex.org/W2028045978","https://openalex.org/W2081140338","https://openalex.org/W2086350410","https://openalex.org/W2094185466","https://openalex.org/W2128254161","https://openalex.org/W2133665775","https://openalex.org/W2135001643","https://openalex.org/W2145023731","https://openalex.org/W2177287545","https://openalex.org/W2181646778","https://openalex.org/W2194775991","https://openalex.org/W2294668072","https://openalex.org/W2474516010","https://openalex.org/W2593797484","https://openalex.org/W2763503841","https://openalex.org/W2767009334","https://openalex.org/W2783449341","https://openalex.org/W2792328492","https://openalex.org/W2948400274","https://openalex.org/W2950055287","https://openalex.org/W2962793481","https://openalex.org/W2964088115","https://openalex.org/W2971483169","https://openalex.org/W2990176100","https://openalex.org/W2997763120","https://openalex.org/W3006777311","https://openalex.org/W3088478528","https://openalex.org/W3094046575","https://openalex.org/W3095921757","https://openalex.org/W3153781409","https://openalex.org/W3157502174","https://openalex.org/W3201231642","https://openalex.org/W3208937872","https://openalex.org/W3214192941","https://openalex.org/W4221161982","https://openalex.org/W4282914989","https://openalex.org/W4285230451","https://openalex.org/W4294982738","https://openalex.org/W4296473479","https://openalex.org/W4317490070","https://openalex.org/W4321033361","https://openalex.org/W4377079715","https://openalex.org/W4381187558","https://openalex.org/W4381198963","https://openalex.org/W4382457726","https://openalex.org/W4383108192","https://openalex.org/W4385486218","https://openalex.org/W4385834355","https://openalex.org/W4387010541","https://openalex.org/W4388692378","https://openalex.org/W4389118810","https://openalex.org/W4391250912","https://openalex.org/W4392251911","https://openalex.org/W4392309224","https://openalex.org/W4392399455","https://openalex.org/W4392694051","https://openalex.org/W4401990128","https://openalex.org/W4402299949","https://openalex.org/W4403510658"],"related_works":["https://openalex.org/W4388412763","https://openalex.org/W1999583034","https://openalex.org/W2560215812","https://openalex.org/W3168963531","https://openalex.org/W2591930867","https://openalex.org/W2953138830","https://openalex.org/W2773822314","https://openalex.org/W3176162126","https://openalex.org/W2891537746","https://openalex.org/W3201231642"],"abstract_inverted_index":{"In":[0],"underwater":[1,36,57,89,182,200,218],"environments,":[2],"the":[3,63,134,153,157,205],"absorption":[4],"and":[5,26,38,46,65,69,94,102,119,138,147,168,188,216,222],"scattering":[6],"of":[7,14,112,162,198],"light":[8],"often":[9],"result":[10],"in":[11,16,160,212],"various":[12],"types":[13],"degradation":[15],"captured":[17],"images,":[18],"including":[19],"color":[20,163],"cast,":[21],"low":[22,24],"contrast,":[23],"brightness,":[25],"blurriness.":[27],"These":[28],"undesirable":[29],"effects":[30],"pose":[31],"significant":[32],"challenges":[33],"for":[34,84,104,109,123],"both":[35,214],"photography":[37],"downstream":[39],"tasks":[40],"such":[41],"as":[42],"object":[43,148],"detection,":[44],"recognition,":[45],"navigation.":[47],"To":[48,170],"address":[49],"these":[50],"challenges,":[51],"we":[52,132,177],"propose":[53],"a":[54,70,106,120,196],"novel":[55],"end-to-end":[56],"image":[58,125,155,159,183,201],"enhancement":[59],"(UIE)":[60],"network":[61,79],"via":[62],"multistage":[64],"mixed":[66],"attention":[67,96],"mechanism":[68],"residual-based":[71],"feature":[72,117],"refinement":[73],"module,":[74],"called":[75],"ERD.":[76],"Specifically,":[77],"our":[78,173],"includes":[80],"an":[81],"encoder":[82],"stage":[83,108,122],"extracting":[85],"features":[86,114],"from":[87],"input":[88],"images":[90],"with":[91],"channel,":[92],"spatial,":[93],"patch":[95],"modules":[97],"to":[98,142],"emphasize":[99],"degraded":[100],"channels":[101],"regions":[103],"restoration;":[105],"residual":[107],"further":[110],"purification":[111],"informative":[113],"through":[115,185],"sufficient":[116],"learning;":[118],"decoder":[121],"effective":[124],"reconstruction.":[126],"Inspired":[127],"by":[128],"visual":[129],"perception":[130],"mechanism,":[131],"design":[133],"frequency":[135],"domain":[136],"loss":[137,141],"edge":[139],"details":[140,149],"retain":[143],"more":[144],"high-frequency":[145],"information":[146],"while":[150,165],"ensuring":[151],"that":[152,204],"enhanced":[154],"approximates":[156],"reference":[158],"terms":[161],"tone":[164],"preserving":[166],"content":[167],"structure.":[169],"comprehensively":[171],"evaluate":[172],"proposed":[174,206],"UIE":[175],"model,":[176],"also":[178],"curated":[179],"three":[180],"additional":[181],"datasets":[184,202,223],"online":[186],"collection":[187],"generation":[189],"using":[190],"Cycle-GAN.":[191],"Rigorous":[192],"experiments":[193],"conducted":[194],"on":[195],"total":[197],"eight":[199],"demonstrate":[203],"ERD":[207],"model":[208],"outperforms":[209],"state-of-the-art":[210],"methods":[211],"enhancing":[213],"real-world":[215],"generated":[217],"images.":[219],"Our":[220],"code":[221],"are":[224],"available":[225],"at":[226],"<uri":[227],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[228],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/fansuregrin/ERD</uri>.":[229]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":3}],"updated_date":"2026-07-16T13:24:37.021932","created_date":"2025-10-10T00:00:00"}