{"id":"https://openalex.org/W4387969772","doi":"https://doi.org/10.1145/3581783.3612323","title":"A Generalized Physical-knowledge-guided Dynamic Model for Underwater Image Enhancement","display_name":"A Generalized Physical-knowledge-guided Dynamic Model for Underwater Image Enhancement","publication_year":2023,"publication_date":"2023-10-26","ids":{"openalex":"https://openalex.org/W4387969772","doi":"https://doi.org/10.1145/3581783.3612323"},"language":"en","primary_location":{"id":"doi:10.1145/3581783.3612323","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3581783.3612323","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Multimedia","raw_type":"proceedings-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/A5006040955","display_name":"Pan Mu","orcid":"https://orcid.org/0000-0002-5330-2673"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Pan Mu","raw_affiliation_strings":["Zhejiang University of Technology, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-5330-2673","affiliations":[{"raw_affiliation_string":"Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072369134","display_name":"Hanning Xu","orcid":"https://orcid.org/0009-0003-6033-0394"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hanning Xu","raw_affiliation_strings":["Zhejiang University of Technology, Hangzhou, China"],"raw_orcid":"https://orcid.org/0009-0003-6033-0394","affiliations":[{"raw_affiliation_string":"Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069312147","display_name":"Zheyuan Liu","orcid":"https://orcid.org/0009-0002-8139-068X"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheyuan Liu","raw_affiliation_strings":["Zhejiang University of Technology, Hangzhou, China"],"raw_orcid":"https://orcid.org/0009-0002-8139-068X","affiliations":[{"raw_affiliation_string":"Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100401109","display_name":"Zheng Wang","orcid":"https://orcid.org/0000-0002-6753-6569"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Wang","raw_affiliation_strings":["Zhejiang University of Technology, HangZhou, China"],"raw_orcid":"https://orcid.org/0000-0002-6753-6569","affiliations":[{"raw_affiliation_string":"Zhejiang University of Technology, HangZhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003029072","display_name":"Sixian Chan","orcid":"https://orcid.org/0000-0001-8916-1174"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sixian Chan","raw_affiliation_strings":["Zhejiang University of Technology, HangZhou, China"],"raw_orcid":"https://orcid.org/0000-0001-8916-1174","affiliations":[{"raw_affiliation_string":"Zhejiang University of Technology, HangZhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013768600","display_name":"Cong Bai","orcid":"https://orcid.org/0000-0002-6177-3862"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cong Bai","raw_affiliation_strings":["Zhejiang University of Technology, HangZhou, China"],"raw_orcid":"https://orcid.org/0000-0002-6177-3862","affiliations":[{"raw_affiliation_string":"Zhejiang University of Technology, HangZhou, China","institution_ids":["https://openalex.org/I55712492"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5006040955"],"corresponding_institution_ids":["https://openalex.org/I55712492"],"apc_list":null,"apc_paid":null,"fwci":4.0274,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.9536821,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"7111","last_page":"7120"},"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9993000030517578,"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/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/underwater","display_name":"Underwater","score":0.7931883335113525},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7435585856437683},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.6941162347793579},{"id":"https://openalex.org/keywords/distortion","display_name":"Distortion (music)","score":0.6658832430839539},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6123433709144592},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.6026593446731567},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.58609539270401},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.5515105128288269},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5190594792366028},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5161774754524231},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4880131781101227},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.45628058910369873},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4281252920627594},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33939260244369507},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.20377007126808167},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.13775157928466797},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11942526698112488},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11188867688179016}],"concepts":[{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.7931883335113525},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7435585856437683},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.6941162347793579},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.6658832430839539},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6123433709144592},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.6026593446731567},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.58609539270401},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.5515105128288269},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5190594792366028},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5161774754524231},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4880131781101227},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.45628058910369873},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4281252920627594},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33939260244369507},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.20377007126808167},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.13775157928466797},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11942526698112488},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11188867688179016},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"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:10.1145/3581783.3612323","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3581783.3612323","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Multimedia","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","score":0.7599999904632568,"display_name":"Life below water"}],"awards":[{"id":"https://openalex.org/G1313867536","display_name":null,"funder_award_id":"LY23F020023","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G3410502637","display_name":null,"funder_award_id":"LY23F020024","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G7555114670","display_name":null,"funder_award_id":"U20A20196","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G842149390","display_name":null,"funder_award_id":"62202429","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8847732984","display_name":null,"funder_award_id":"LR21F020002","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320338464","display_name":"Natural Science Foundation of Zhejiang Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1119591675","https://openalex.org/W1976263166","https://openalex.org/W2009071067","https://openalex.org/W2052090926","https://openalex.org/W2069734445","https://openalex.org/W2081140338","https://openalex.org/W2091420866","https://openalex.org/W2102166818","https://openalex.org/W2109923042","https://openalex.org/W2154549868","https://openalex.org/W2181646778","https://openalex.org/W2474516010","https://openalex.org/W2523532944","https://openalex.org/W2587107113","https://openalex.org/W2596058005","https://openalex.org/W2758376227","https://openalex.org/W2798898057","https://openalex.org/W2899190185","https://openalex.org/W2948400274","https://openalex.org/W2950055287","https://openalex.org/W2963753750","https://openalex.org/W2964088115","https://openalex.org/W2965219576","https://openalex.org/W2971483169","https://openalex.org/W2987927713","https://openalex.org/W2990176100","https://openalex.org/W2997763120","https://openalex.org/W3006777311","https://openalex.org/W3009406242","https://openalex.org/W3034421924","https://openalex.org/W3157502174","https://openalex.org/W3159660641","https://openalex.org/W3217287203","https://openalex.org/W4205293988","https://openalex.org/W4210304685","https://openalex.org/W4226322264","https://openalex.org/W4283808395","https://openalex.org/W4285159007","https://openalex.org/W4285228564","https://openalex.org/W4285821234","https://openalex.org/W4304080507","https://openalex.org/W4312785306","https://openalex.org/W4320900851"],"related_works":["https://openalex.org/W4388412763","https://openalex.org/W1999583034","https://openalex.org/W3034421924","https://openalex.org/W2982536526","https://openalex.org/W4386858688","https://openalex.org/W4380302312","https://openalex.org/W3008689640","https://openalex.org/W4390971171","https://openalex.org/W4385338604","https://openalex.org/W3081626085"],"abstract_inverted_index":{"Underwater":[0,47],"images":[1,110],"often":[2],"suffer":[3],"from":[4,108],"color":[5],"distortion":[6],"and":[7,19,73,94,111,149],"low":[8],"contrast":[9],"resulting":[10],"in":[11,140],"various":[12,78,130],"image":[13,48,80],"types,":[14],"due":[15],"to":[16,29,61,76,103,125],"the":[17,69,74,83,123,135],"scattering":[18],"absorption":[20],"of":[21],"light":[22,72],"by":[23],"water.":[24],"While":[25],"it":[26],"is":[27],"difficult":[28],"obtain":[30],"high-quality":[31],"paired":[32],"training":[33],"samples":[34],"with":[35,145],"a":[36,45,52],"generalized":[37],"model.":[38,85],"To":[39],"tackle":[40],"these":[41],"challenges,":[42],"we":[43],"design":[44,88],"Generalized":[46],"enhancement":[49],"method":[50],"via":[51,156],"Physical-knowledge-guided":[53],"Dynamic":[54,91,96],"Model":[55],"(short":[56],"for":[57,114,129,152],"GUPDM).":[58],"In":[59],"particular,":[60],"cover":[62],"complex":[63],"underwater":[64,79,109],"scenes,":[65],"this":[66],"study":[67],"changes":[68],"global":[70],"atmosphere":[71],"transmission":[75],"simulate":[77],"types":[81,132],"through":[82],"formation":[84],"We":[86],"then":[87],"an":[89],"Atmosphere-based":[90],"Structure":[92,97,117],"(ADS)":[93],"Transmission-guided":[95],"(TDS)":[98],"that":[99],"use":[100],"dynamic":[101],"convolutions":[102],"adaptively":[104],"extract":[105],"prior":[106],"information":[107],"generate":[112],"parameters":[113,128],"Prior-based":[115],"Multi-scale":[116],"(PMS).":[118],"These":[119],"two":[120],"modules":[121],"enable":[122],"network":[124],"select":[126],"appropriate":[127],"water":[131],"adaptively.":[133],"Besides,":[134],"multi-scale":[136],"feature":[137,154],"extraction":[138],"module":[139],"PMS":[141],"uses":[142],"convolution":[143],"blocks":[144],"different":[146],"kernel":[147],"sizes":[148],"obtains":[150],"weights":[151],"each":[153],"map":[155],"channel":[157],"attention":[158],"block.":[159],"The":[160],"source":[161],"code":[162],"will":[163],"be":[164],"available":[165],"at":[166],"https://github.com/shiningZZ/GUPDM":[167]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":24},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-09T13:55:54.758798","created_date":"2025-10-10T00:00:00"}