{"id":"https://openalex.org/W4385151914","doi":"https://doi.org/10.1109/tcsvt.2023.3297524","title":"Underwater Image Quality Improvement via Color, Detail, and Contrast Restoration","display_name":"Underwater Image Quality Improvement via Color, Detail, and Contrast Restoration","publication_year":2023,"publication_date":"2023-07-21","ids":{"openalex":"https://openalex.org/W4385151914","doi":"https://doi.org/10.1109/tcsvt.2023.3297524"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2023.3297524","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2023.3297524","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/A5078588478","display_name":"Zheng Liang","orcid":"https://orcid.org/0000-0001-8234-5165"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zheng Liang","raw_affiliation_strings":["School of Internet, Anhui University, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Internet, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100428758","display_name":"Weidong Zhang","orcid":"https://orcid.org/0000-0003-2495-4469"},"institutions":[{"id":"https://openalex.org/I4210163247","display_name":"Henan Institute of Science and Technology","ror":"https://ror.org/0578f1k82","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163247"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weidong Zhang","raw_affiliation_strings":["School of Information Engineering, Henan Institute of Science and Technology, Xinxiang, China"],"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Henan Institute of Science and Technology, Xinxiang, China","institution_ids":["https://openalex.org/I4210163247"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025338748","display_name":"Rui Ruan","orcid":"https://orcid.org/0000-0001-6822-9256"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Ruan","raw_affiliation_strings":["School of Internet, Anhui University, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Internet, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082780960","display_name":"Peixian Zhuang","orcid":"https://orcid.org/0000-0002-7143-9569"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peixian Zhuang","raw_affiliation_strings":["Key Laboratory of Knowledge Automation for Industrial Processes, Ministry of Education, and the School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Knowledge Automation for Industrial Processes, Ministry of Education, and the School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006580647","display_name":"Xiwang Xie","orcid":"https://orcid.org/0000-0002-8328-5392"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiwang Xie","raw_affiliation_strings":["School of Information Science and Technology, Dalian Maritime University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034122071","display_name":"Chongyi Li","orcid":"https://orcid.org/0000-0003-2609-2460"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chongyi Li","raw_affiliation_strings":["School of Computer Science, Nankai University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5078588478"],"corresponding_institution_ids":["https://openalex.org/I143868143"],"apc_list":null,"apc_paid":null,"fwci":7.0365,"has_fulltext":false,"cited_by_count":59,"citation_normalized_percentile":{"value":0.97968185,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"34","issue":"3","first_page":"1726","last_page":"1742"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":1.0,"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":1.0,"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":0.9980999827384949,"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/T11666","display_name":"Color Science and Applications","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6447587013244629},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6415662169456482},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6180375218391418},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.5759912133216858},{"id":"https://openalex.org/keywords/underwater","display_name":"Underwater","score":0.565582275390625},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.5465505123138428},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.507473886013031},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.41199612617492676},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.32806092500686646},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.16307297348976135}],"concepts":[{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6447587013244629},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6415662169456482},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6180375218391418},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.5759912133216858},{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.565582275390625},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.5465505123138428},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.507473886013031},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.41199612617492676},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.32806092500686646},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.16307297348976135},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2023.3297524","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2023.3297524","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":[],"awards":[{"id":"https://openalex.org/G3922272447","display_name":null,"funder_award_id":"62273001","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3984164849","display_name":null,"funder_award_id":"61701245","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4514755209","display_name":null,"funder_award_id":"62171252","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5647938047","display_name":null,"funder_award_id":"2021M701903","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G8238510675","display_name":null,"funder_award_id":"232300420428","funder_id":"https://openalex.org/F4320323845","funder_display_name":"Natural Science Foundation of Henan Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320323845","display_name":"Natural Science Foundation of Henan Province","ror":null},{"id":"https://openalex.org/F4320334897","display_name":"Natural Science Foundation of Anhui Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":79,"referenced_works":["https://openalex.org/W1534426948","https://openalex.org/W1552073401","https://openalex.org/W1644173899","https://openalex.org/W1966855663","https://openalex.org/W1970830832","https://openalex.org/W1973569872","https://openalex.org/W1979666307","https://openalex.org/W1996253987","https://openalex.org/W2009071067","https://openalex.org/W2016628928","https://openalex.org/W2028990532","https://openalex.org/W2039313011","https://openalex.org/W2046331708","https://openalex.org/W2048464293","https://openalex.org/W2052090926","https://openalex.org/W2055447163","https://openalex.org/W2076205488","https://openalex.org/W2081140338","https://openalex.org/W2091420866","https://openalex.org/W2125188192","https://openalex.org/W2128254161","https://openalex.org/W2141957843","https://openalex.org/W2145213600","https://openalex.org/W2151103935","https://openalex.org/W2155586404","https://openalex.org/W2181646778","https://openalex.org/W2244727457","https://openalex.org/W2474516010","https://openalex.org/W2519481857","https://openalex.org/W2523532944","https://openalex.org/W2587107113","https://openalex.org/W2593797484","https://openalex.org/W2616936297","https://openalex.org/W2741564377","https://openalex.org/W2758376227","https://openalex.org/W2767009334","https://openalex.org/W2768010570","https://openalex.org/W2783488367","https://openalex.org/W2794405642","https://openalex.org/W2891230440","https://openalex.org/W2892845027","https://openalex.org/W2902845285","https://openalex.org/W2904728179","https://openalex.org/W2950055287","https://openalex.org/W2950524558","https://openalex.org/W2963753750","https://openalex.org/W2971483169","https://openalex.org/W2976715267","https://openalex.org/W2990176100","https://openalex.org/W2997077506","https://openalex.org/W2997763120","https://openalex.org/W2999811308","https://openalex.org/W3001735056","https://openalex.org/W3006777311","https://openalex.org/W3009406242","https://openalex.org/W3032766569","https://openalex.org/W3099025816","https://openalex.org/W3099562471","https://openalex.org/W3107034740","https://openalex.org/W3135038612","https://openalex.org/W3153844346","https://openalex.org/W3156187408","https://openalex.org/W3174620792","https://openalex.org/W3195744835","https://openalex.org/W3200204385","https://openalex.org/W3202566931","https://openalex.org/W3204251553","https://openalex.org/W3207632237","https://openalex.org/W3214192941","https://openalex.org/W4200557360","https://openalex.org/W4205624819","https://openalex.org/W4206557398","https://openalex.org/W4210394938","https://openalex.org/W4213110992","https://openalex.org/W4225728089","https://openalex.org/W4226197550","https://openalex.org/W4282914989","https://openalex.org/W4285228564","https://openalex.org/W4294871818"],"related_works":["https://openalex.org/W4388412763","https://openalex.org/W1999583034","https://openalex.org/W3217214504","https://openalex.org/W3168963531","https://openalex.org/W2591930867","https://openalex.org/W2953138830","https://openalex.org/W2773822314","https://openalex.org/W3176779361","https://openalex.org/W3163022079","https://openalex.org/W2801208768"],"abstract_inverted_index":{"Due":[0],"to":[1,100,139],"the":[2,25,87,102,110,122,141,148,162,167,171,209,212,227,246,253],"complex":[3],"imaging":[4],"mechanism,":[5],"underwater":[6,40,115,192],"images":[7],"often":[8],"suffer":[9],"from":[10,143],"multiple":[11],"degradation":[12,34],"issues,":[13,35],"such":[14],"as":[15],"color":[16,64,103,107],"cast,":[17],"blurry":[18],"detail,":[19],"and":[20,49,78,94,130,159,185,215,224,226,230,239,252,266,272,288],"low":[21],"contrast,":[22],"which":[23,55,120,276],"affect":[24],"extraction":[26],"of":[27,57,126,170,218,233,248,255,258],"valuable":[28],"information.":[29],"To":[30],"deal":[31],"with":[32,208],"these":[33],"a":[36,61,68,79,90,96,113,151,282],"simple":[37],"yet":[38],"effective":[39],"image":[41,116,176,193,290],"quality":[42,254],"improvement":[43],"method":[44,220,235,280],"based":[45,155],"on":[46,156,190],"color,":[47,182],"detail":[48,74],"contrast":[50,82,163,256],"restoration":[51,75,83,257],"(CDCR)":[52],"is":[53,177],"developed,":[54],"consists":[56],"three":[58,106,191],"key":[59],"modules:":[60],"well-preserved":[62,91],"finding-driven":[63],"balance":[65,101],"module":[66,76,84],"(CBM),":[67],"linear":[69,134],"saturation":[70,117,135],"transformation-based":[71,136],"discriminant":[72,137],"function-based":[73],"(DRM),":[77],"transmission":[80,142,157],"minimization-oriented":[81],"(CRM).":[85],"First,":[86],"CBM":[88],"explores":[89],"channel":[92,97],"finding":[93],"employs":[95],"compensation":[98],"strategy":[99],"differences":[104],"among":[105],"channels.":[108],"Second,":[109],"DRM":[111],"uses":[112],"piecewise":[114],"estimation":[118],"strategy,":[119],"takes":[121],"various":[123],"spectral":[124],"properties":[125],"water":[127],"into":[128],"account":[129],"designs":[131],"an":[132],"additional":[133],"function":[138],"prevent":[140],"being":[144],"under-estimated.":[145],"At":[146],"last,":[147],"CRM":[149],"estimates":[150],"global":[152],"backscatter":[153,168],"light":[154,169],"minimization":[158],"further":[160,243],"improves":[161],"by":[164,222,237,264],"locally":[165],"removing":[166],"base":[172],"layer.":[173],"Our":[174],"restored":[175],"appealing":[178],"in":[179,268],"its":[180],"natural":[181],"fine":[183],"details,":[184],"high":[186],"contrast.":[187],"Extensive":[188],"experiments":[189,242],"enhancement":[194],"datasets":[195],"show":[196],"that":[197,245,278],"our":[198,219,234,259,279],"CDCR":[199,260],"achieves":[200],"better":[201],"results":[202],"than":[203],"state-of-the-art":[204],"methods,":[205],"i.e.,":[206],"compared":[207],"second-best":[210],"method,":[211],"average":[213,228],"PCQI":[214],"UIQM":[216],"values":[217,232],"increase":[221,263],"5.7%":[223],"0.2%,":[225],"Blur":[229],"DFAD":[231],"decrease":[236],"8.0%":[238],"5.3%.":[240],"Meanwhile,":[241],"suggest":[244],"rate":[247],"new":[249],"visible":[250],"edges":[251],"at":[261],"least":[262],"7.7%":[265],"51.2%":[267],"most":[269],"tested":[270],"sandstorm":[271,287],"foggy":[273,289],"images,":[274],"respectively,":[275],"demonstrates":[277],"has":[281],"good":[283],"generalization":[284],"capability":[285],"for":[286],"restoration.":[291]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":29},{"year":2024,"cited_by_count":23},{"year":2023,"cited_by_count":2}],"updated_date":"2026-04-12T07:58:50.170612","created_date":"2025-10-10T00:00:00"}
