{"id":"https://openalex.org/W4406812294","doi":"https://doi.org/10.1109/tcsvt.2025.3533598","title":"Underwater Image Quality Assessment Using Feature Disentanglement and Dynamic Content-Distortion Guidance","display_name":"Underwater Image Quality Assessment Using Feature Disentanglement and Dynamic Content-Distortion Guidance","publication_year":2025,"publication_date":"2025-01-24","ids":{"openalex":"https://openalex.org/W4406812294","doi":"https://doi.org/10.1109/tcsvt.2025.3533598"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2025.3533598","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2025.3533598","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":null,"display_name":"Junjie Zhu","orcid":"https://orcid.org/0009-0006-9659-3104"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junjie Zhu","raw_affiliation_strings":["School of Communication and Information Engineering, Shanghai University, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0006-9659-3104","affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048268082","display_name":"Liquan Shen","orcid":"https://orcid.org/0000-0002-2148-6279"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liquan Shen","raw_affiliation_strings":["Key Laboratory of Specialty Fiber Optics and Optical Access Networks and the Joint International Research Laboratory of Specialty Fiber Optics and Advanced Communication, Shanghai University, Shanghai, China","Joint International Research Laboratory of Specialty Fiber Optics and Advanced Communication, Key Laboratory of Specialty Fiber Optics and Optical Access Networks, Shanghai University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-2148-6279","affiliations":[{"raw_affiliation_string":"Key Laboratory of Specialty Fiber Optics and Optical Access Networks and the Joint International Research Laboratory of Specialty Fiber Optics and Advanced Communication, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]},{"raw_affiliation_string":"Joint International Research Laboratory of Specialty Fiber Optics and Advanced Communication, Key Laboratory of Specialty Fiber Optics and Optical Access Networks, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037392919","display_name":"Zhengyong Wang","orcid":"https://orcid.org/0000-0001-8076-9079"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]},{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengyong Wang","raw_affiliation_strings":["School of Information Engineering, Shanghai Maritime University, Shanghai, China","School of Communication and Information Engineering, Shanghai University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-8076-9079","affiliations":[{"raw_affiliation_string":"School of Information Engineering, Shanghai Maritime University, Shanghai, China","institution_ids":["https://openalex.org/I96733725"]},{"raw_affiliation_string":"School of Communication and Information Engineering, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101232861","display_name":"Yihan Yu","orcid":"https://orcid.org/0009-0007-2515-8524"},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yihan Yu","raw_affiliation_strings":["School of Communication and Information Engineering, Shanghai University, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0007-2515-8524","affiliations":[{"raw_affiliation_string":"School of Communication and Information Engineering, Shanghai University, Shanghai, China","institution_ids":["https://openalex.org/I113940042"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.8276,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.92925148,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"35","issue":"6","first_page":"5602","last_page":"5616"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9768999814987183,"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":0.9768999814987183,"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":0.9221000075340271,"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/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9121000170707703,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/distortion","display_name":"Distortion (music)","score":0.6689237356185913},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6131555438041687},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.5853198766708374},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5713051557540894},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5531802177429199},{"id":"https://openalex.org/keywords/underwater","display_name":"Underwater","score":0.5442900061607361},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5410126447677612},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.46365341544151306},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.44622981548309326},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.407857745885849},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3486884832382202},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09825819730758667},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.08697494864463806},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.07749193906784058}],"concepts":[{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.6689237356185913},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6131555438041687},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.5853198766708374},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5713051557540894},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5531802177429199},{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.5442900061607361},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5410126447677612},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.46365341544151306},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.44622981548309326},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.407857745885849},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3486884832382202},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09825819730758667},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.08697494864463806},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.07749193906784058},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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:10.1109/tcsvt.2025.3533598","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2025.3533598","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"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","score":0.550000011920929,"id":"https://metadata.un.org/sdg/13"}],"awards":[{"id":"https://openalex.org/G2034809489","display_name":null,"funder_award_id":"ZR2022ZD38","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G2226370296","display_name":null,"funder_award_id":"62271301","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6513330249","display_name":null,"funder_award_id":"23XD1401400","funder_id":"https://openalex.org/F4320335796","funder_display_name":"Program of Shanghai Academic Research Leader"},{"id":"https://openalex.org/G8311167460","display_name":null,"funder_award_id":"61931022","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},{"id":"https://openalex.org/F4320335796","display_name":"Program of Shanghai Academic Research Leader","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W1518558600","https://openalex.org/W1967046884","https://openalex.org/W1982471090","https://openalex.org/W1987489060","https://openalex.org/W2005001434","https://openalex.org/W2092377492","https://openalex.org/W2102166818","https://openalex.org/W2106775624","https://openalex.org/W2129644086","https://openalex.org/W2133665775","https://openalex.org/W2141983208","https://openalex.org/W2143901157","https://openalex.org/W2163370434","https://openalex.org/W2181646778","https://openalex.org/W2194775991","https://openalex.org/W2473697052","https://openalex.org/W2474516010","https://openalex.org/W2615207113","https://openalex.org/W2738692335","https://openalex.org/W2768340063","https://openalex.org/W2771986438","https://openalex.org/W2897228451","https://openalex.org/W2905544033","https://openalex.org/W2909014004","https://openalex.org/W2963446712","https://openalex.org/W2963975576","https://openalex.org/W2964065910","https://openalex.org/W2982083293","https://openalex.org/W3002992380","https://openalex.org/W3035719652","https://openalex.org/W3109895324","https://openalex.org/W3126164993","https://openalex.org/W3129035913","https://openalex.org/W3135971978","https://openalex.org/W3172265425","https://openalex.org/W3181848549","https://openalex.org/W3183144290","https://openalex.org/W3204643350","https://openalex.org/W3210514413","https://openalex.org/W4226197550","https://openalex.org/W4226213342","https://openalex.org/W4282914989","https://openalex.org/W4312586822","https://openalex.org/W4367146870","https://openalex.org/W4382457726","https://openalex.org/W4385299561","https://openalex.org/W4385339047","https://openalex.org/W4385486218","https://openalex.org/W4386071514","https://openalex.org/W4386071753","https://openalex.org/W4386640842","https://openalex.org/W4391305674","https://openalex.org/W4391406943","https://openalex.org/W4391582698","https://openalex.org/W4391974608","https://openalex.org/W4392251911","https://openalex.org/W4392667279","https://openalex.org/W4393078930","https://openalex.org/W4394744367","https://openalex.org/W4395069623","https://openalex.org/W4402753893","https://openalex.org/W4402753956","https://openalex.org/W6637373629","https://openalex.org/W6762718338","https://openalex.org/W6767312599","https://openalex.org/W6791353385"],"related_works":["https://openalex.org/W4388412763","https://openalex.org/W1999583034","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","https://openalex.org/W3217214504"],"abstract_inverted_index":{"Due":[0],"to":[1,49,168,175,186],"the":[2,32,55,58,62,65,68,74,86,137,142,149,156,187,203,237,241],"complex":[3],"underwater":[4,7,17,71,83,110,159,211],"imaging":[5],"process,":[6],"images":[8,84],"contain":[9],"a":[10,123],"variety":[11],"of":[12,52,57,64,70,77,89,133,190,240],"unique":[13,188],"distortions.":[14,53],"While":[15],"existing":[16],"image":[18,35,111,176],"quality":[19,69,198],"assessment":[20],"(UIQA)":[21],"methods":[22],"have":[23],"made":[24],"progress":[25],"by":[26,98,213],"highlighting":[27],"these":[28,96],"distortions,":[29],"they":[30],"overlook":[31],"fact":[33],"that":[34],"content":[36,45,59,78,103,114,144,162,189],"also":[37],"affects":[38],"how":[39],"distortions":[40,66,212],"are":[41],"perceived,":[42],"as":[43],"different":[44,50],"exhibits":[46],"varying":[47],"sensitivities":[48],"types":[51],"Both":[54],"characteristics":[56],"itself":[60],"and":[61,79,104,107,115,127,148,163,209,220,226],"properties":[63],"determine":[67],"images.":[72],"Additionally,":[73],"intertwined":[75],"nature":[76],"distortion":[80,105,116,151,164,215],"features":[81,112,160],"in":[82],"complicates":[85],"accurate":[87],"extraction":[88,196],"both.":[90],"In":[91],"this":[92],"paper,":[93],"we":[94,121],"address":[95],"issues":[97],"comprehensively":[99],"accounting":[100],"for":[101,197],"both":[102,207,218],"information":[106],"explicitly":[108],"disentangling":[109],"into":[113,161],"components.":[117],"To":[118],"achieve":[119],"this,":[120],"introduce":[122],"dynamic":[124,143,150,181],"content-distortion":[125],"guiding":[126],"feature":[128,138,195],"disentanglement":[129,139],"network":[130],"(DysenNet),":[131],"composed":[132],"three":[134],"main":[135],"components:":[136],"sub-network":[140],"(FDN),":[141],"guidance":[145,152],"module":[146,153],"(DCM),":[147],"(DDM).":[154],"Specifically,":[155],"FDN":[157],"disentangles":[158],"elements,":[165],"allowing":[166],"us":[167],"more":[169],"clearly":[170],"measure":[171],"their":[172],"respective":[173],"contributions":[174],"quality.":[177],"The":[178,200],"DCM":[179],"generates":[180],"multi-scale":[182],"convolutional":[183],"kernels":[184],"tailored":[185],"each":[191],"image,":[192],"enabling":[193],"content-adaptive":[194],"perception.":[199],"DDM,":[201],"on":[202,224,233],"other":[204],"hand,":[205],"addresses":[206],"global":[208],"local":[210],"identifying":[214],"cues":[216],"from":[217],"channel":[219],"spatial":[221],"perspectives,":[222],"focusing":[223],"regions":[225],"channels":[227],"with":[228],"severe":[229],"degradation.":[230],"Extensive":[231],"experiments":[232],"UIQA":[234],"datasets":[235],"demonstrate":[236],"state-of-the-art":[238],"performance":[239],"proposed":[242],"method.":[243]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}