{"id":"https://openalex.org/W4408703258","doi":"https://doi.org/10.1109/tgrs.2025.3553557","title":"CDF-UIE: Leveraging Cross-Domain Fusion for Underwater Image Enhancement","display_name":"CDF-UIE: Leveraging Cross-Domain Fusion for Underwater Image Enhancement","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4408703258","doi":"https://doi.org/10.1109/tgrs.2025.3553557"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2025.3553557","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2025.3553557","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Geoscience and Remote Sensing","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/A5026685273","display_name":"Haopeng Zhang","orcid":"https://orcid.org/0009-0004-3581-6082"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haopeng Zhang","raw_affiliation_strings":["Faculty of Robot Science and Engineering, Northeastern University, Shenyang, China"],"raw_orcid":"https://orcid.org/0009-0004-3581-6082","affiliations":[{"raw_affiliation_string":"Faculty of Robot Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082265547","display_name":"Hongli Xu","orcid":"https://orcid.org/0000-0001-6766-7879"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongli Xu","raw_affiliation_strings":["Faculty of Robot Science and Engineering, Northeastern University, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0001-6766-7879","affiliations":[{"raw_affiliation_string":"Faculty of Robot Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073414420","display_name":"Xiaosheng Yu","orcid":"https://orcid.org/0000-0003-3218-1486"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaosheng Yu","raw_affiliation_strings":["Faculty of Robot Science and Engineering, Northeastern University, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0003-3218-1486","affiliations":[{"raw_affiliation_string":"Faculty of Robot Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009013564","display_name":"Xiangyue Zhang","orcid":"https://orcid.org/0000-0002-4517-6777"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangyue Zhang","raw_affiliation_strings":["Faculty of Robot Science and Engineering, Northeastern University, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0002-4517-6777","affiliations":[{"raw_affiliation_string":"Faculty of Robot Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087688463","display_name":"Xiujing Gao","orcid":"https://orcid.org/0009-0008-9660-0823"},"institutions":[{"id":"https://openalex.org/I83791580","display_name":"Fujian University of Technology","ror":"https://ror.org/03c8fdb16","country_code":"CN","type":"education","lineage":["https://openalex.org/I83791580"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiujing Gao","raw_affiliation_strings":["School of Smart Marine Science and Technology, Fujian University of Technology, Fuzhou, China"],"raw_orcid":"https://orcid.org/0009-0008-9660-0823","affiliations":[{"raw_affiliation_string":"School of Smart Marine Science and Technology, Fujian University of Technology, Fuzhou, China","institution_ids":["https://openalex.org/I83791580"]}]},{"author_position":"last","author":{"id":null,"display_name":"Chengdong Wu","orcid":"https://orcid.org/0009-0005-5916-0951"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengdong Wu","raw_affiliation_strings":["Faculty of Robot Science and Engineering, Northeastern University, Shenyang, China"],"raw_orcid":"https://orcid.org/0009-0005-5916-0951","affiliations":[{"raw_affiliation_string":"Faculty of Robot Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5026685273"],"corresponding_institution_ids":["https://openalex.org/I9224756"],"apc_list":null,"apc_paid":null,"fwci":16.0859,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.99213452,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"63","issue":null,"first_page":"1","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9983999729156494,"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"}},{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9954000115394592,"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/image-fusion","display_name":"Image fusion","score":0.6739098429679871},{"id":"https://openalex.org/keywords/underwater","display_name":"Underwater","score":0.640770435333252},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6143815517425537},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.46519744396209717},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.45914432406425476},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.45669418573379517},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.43379056453704834},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4286000430583954},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.400951623916626},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.28700241446495056},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15057039260864258}],"concepts":[{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.6739098429679871},{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.640770435333252},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6143815517425537},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.46519744396209717},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.45914432406425476},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.45669418573379517},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.43379056453704834},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4286000430583954},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.400951623916626},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.28700241446495056},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15057039260864258},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2025.3553557","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2025.3553557","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Geoscience and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3807146560","display_name":null,"funder_award_id":"N2426004","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G3918218069","display_name":null,"funder_award_id":"62203099","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4497147097","display_name":null,"funder_award_id":"2023-MSBA-071","funder_id":"https://openalex.org/F4320323086","funder_display_name":"Natural Science Foundation of Liaoning Province"},{"id":"https://openalex.org/G6524316977","display_name":null,"funder_award_id":"2023-MSBA-090","funder_id":"https://openalex.org/F4320323086","funder_display_name":"Natural Science Foundation of Liaoning Province"},{"id":"https://openalex.org/G699510591","display_name":null,"funder_award_id":"62306187","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8544294156","display_name":null,"funder_award_id":"U20A20197","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/F4320323086","display_name":"Natural Science Foundation of Liaoning Province","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W320879671","https://openalex.org/W2058748989","https://openalex.org/W2133665775","https://openalex.org/W2146795245","https://openalex.org/W2148593155","https://openalex.org/W2151103935","https://openalex.org/W2181646778","https://openalex.org/W2293581118","https://openalex.org/W2474516010","https://openalex.org/W2562637781","https://openalex.org/W2587107113","https://openalex.org/W2763503841","https://openalex.org/W2892845027","https://openalex.org/W2902845285","https://openalex.org/W2950689937","https://openalex.org/W2962785568","https://openalex.org/W2971483169","https://openalex.org/W2990176100","https://openalex.org/W2997763120","https://openalex.org/W2999811308","https://openalex.org/W3006777311","https://openalex.org/W3023104975","https://openalex.org/W3040189317","https://openalex.org/W3103227769","https://openalex.org/W3169767072","https://openalex.org/W3176096490","https://openalex.org/W3204251553","https://openalex.org/W3205293055","https://openalex.org/W4210908935","https://openalex.org/W4225672218","https://openalex.org/W4282914989","https://openalex.org/W4294982738","https://openalex.org/W4297241269","https://openalex.org/W4312926817","https://openalex.org/W4322746704","https://openalex.org/W4377079715","https://openalex.org/W4378804701","https://openalex.org/W4381198963","https://openalex.org/W4382457726","https://openalex.org/W4386071708","https://openalex.org/W4386598471","https://openalex.org/W4386766981","https://openalex.org/W4387969013","https://openalex.org/W4388430459","https://openalex.org/W4388979245","https://openalex.org/W4389161154","https://openalex.org/W4390787977","https://openalex.org/W4391520444","https://openalex.org/W4392909761","https://openalex.org/W4394773598","https://openalex.org/W4399141330","https://openalex.org/W4399552660","https://openalex.org/W4402508171","https://openalex.org/W4406047518","https://openalex.org/W6726497184","https://openalex.org/W6764816812","https://openalex.org/W6850343407"],"related_works":["https://openalex.org/W2788731446","https://openalex.org/W2204403038","https://openalex.org/W3152170969","https://openalex.org/W2379054866","https://openalex.org/W2370195708","https://openalex.org/W1490651872","https://openalex.org/W2139242969","https://openalex.org/W2284201331","https://openalex.org/W2095903272","https://openalex.org/W1989561795"],"abstract_inverted_index":{"Underwater":[0],"image":[1,7,120,152],"enhancement":[2,39,141],"(UIE)":[3],"aims":[4],"to":[5,138],"restore":[6],"quality":[8],"by":[9],"mitigating":[10,63],"inherent":[11],"degradations":[12],"in":[13,26,66,118,171],"underwater":[14,67,151,173],"imaging":[15],"systems.":[16],"While":[17],"existing":[18,165],"learning-based":[19],"methods":[20],"show":[21],"promise,":[22],"they":[23],"face":[24],"limitations":[25],"separating":[27],"and":[28,36,42,58,96,107,115,135,156],"processing":[29],"frequency":[30],"components,":[31],"effectively":[32,92],"fusing":[33],"domain":[34,72],"information,":[35],"balancing":[37],"the":[38,64,78,94,100,113,119,140],"of":[40,74],"structures":[41],"details.":[43],"To":[44,104],"resolve":[45],"these":[46],"limitations,":[47],"we":[48,85,111,125],"propose":[49],"cross-domain":[50,60,101],"fusion":[51],"(CDF)-UIE,":[52],"a":[53,127],"novel":[54],"network":[55],"that":[56,131,161],"leverages":[57],"fuses":[59],"information":[61,117],"for":[62],"degradation":[65],"images.":[68],"CDF-UIE":[69,162],"first":[70],"performs":[71],"decoupling":[73,81],"input":[75],"features":[76,98],"using":[77],"proposed":[79],"spatial-frequency":[80],"(SFD)":[82],"block.":[83],"Then,":[84],"design":[86],"an":[87],"innovative":[88],"CDF":[89],"block,":[90],"which":[91],"bridges":[93],"spatial-":[95],"frequency-domain":[97],"through":[99],"attention":[102],"mechanism.":[103],"produce":[105],"stable":[106],"detailed":[108],"enhanced":[109],"outputs,":[110],"exploit":[112],"coarse":[114],"fine-scale":[116],"reconstruction":[121],"stage.":[122],"In":[123],"addition,":[124],"introduce":[126],"multiscale":[128],"objective":[129],"function":[130],"incorporates":[132],"pixel-level,":[133],"structural,":[134],"perceptual":[136],"constraints":[137],"guide":[139],"process.":[142],"We":[143],"conduct":[144],"extensive":[145],"experiments":[146,155],"on":[147],"six":[148],"diverse":[149],"real-world":[150,157],"datasets.":[153],"Comprehensive":[154],"application":[158],"tests":[159],"demonstrate":[160],"significantly":[163],"outperforms":[164],"methods,":[166],"offering":[167],"promising":[168],"future":[169],"applications":[170],"various":[172],"scenarios.":[174],"The":[175],"source":[176],"code":[177],"is":[178],"available":[179],"at":[180],"<uri":[181],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[182],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/hpzhan66/CDF-UIE</uri>.":[183]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":9}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}
