{"id":"https://openalex.org/W3095921757","doi":"https://doi.org/10.1109/tcsvt.2020.3035108","title":"Perceptual Underwater Image Enhancement With Deep Learning and Physical Priors","display_name":"Perceptual Underwater Image Enhancement With Deep Learning and Physical Priors","publication_year":2020,"publication_date":"2020-10-30","ids":{"openalex":"https://openalex.org/W3095921757","doi":"https://doi.org/10.1109/tcsvt.2020.3035108","mag":"3095921757"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2020.3035108","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2020.3035108","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/A5048818778","display_name":"Long Chen","orcid":"https://orcid.org/0000-0001-8552-859X"},"institutions":[{"id":"https://openalex.org/I153648349","display_name":"University of Leicester","ror":"https://ror.org/04h699437","country_code":"GB","type":"education","lineage":["https://openalex.org/I153648349"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Long Chen","raw_affiliation_strings":["School of Informatics, University of Leicester, Leicester, U.K"],"affiliations":[{"raw_affiliation_string":"School of Informatics, University of Leicester, Leicester, U.K","institution_ids":["https://openalex.org/I153648349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009437198","display_name":"Zheheng Jiang","orcid":"https://orcid.org/0000-0003-1401-7615"},"institutions":[{"id":"https://openalex.org/I153648349","display_name":"University of Leicester","ror":"https://ror.org/04h699437","country_code":"GB","type":"education","lineage":["https://openalex.org/I153648349"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zheheng Jiang","raw_affiliation_strings":["School of Informatics, University of Leicester, Leicester, U.K"],"affiliations":[{"raw_affiliation_string":"School of Informatics, University of Leicester, Leicester, U.K","institution_ids":["https://openalex.org/I153648349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101564187","display_name":"Lei Tong","orcid":"https://orcid.org/0000-0002-8045-7742"},"institutions":[{"id":"https://openalex.org/I153648349","display_name":"University of Leicester","ror":"https://ror.org/04h699437","country_code":"GB","type":"education","lineage":["https://openalex.org/I153648349"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Lei Tong","raw_affiliation_strings":["School of Informatics, University of Leicester, Leicester, U.K"],"affiliations":[{"raw_affiliation_string":"School of Informatics, University of Leicester, Leicester, U.K","institution_ids":["https://openalex.org/I153648349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100406764","display_name":"Zhihua Liu","orcid":"https://orcid.org/0000-0001-8272-8238"},"institutions":[{"id":"https://openalex.org/I153648349","display_name":"University of Leicester","ror":"https://ror.org/04h699437","country_code":"GB","type":"education","lineage":["https://openalex.org/I153648349"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Zhihua Liu","raw_affiliation_strings":["School of Informatics, University of Leicester, Leicester, U.K"],"affiliations":[{"raw_affiliation_string":"School of Informatics, University of Leicester, Leicester, U.K","institution_ids":["https://openalex.org/I153648349"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077224988","display_name":"Aite Zhao","orcid":"https://orcid.org/0000-0003-3494-175X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Aite Zhao","raw_affiliation_strings":["College of Computer Science and Technology, Qingdao University, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Qingdao University, Qingdao, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067368513","display_name":"Qianni Zhang","orcid":"https://orcid.org/0000-0001-7685-2187"},"institutions":[{"id":"https://openalex.org/I166337079","display_name":"Queen Mary University of London","ror":"https://ror.org/026zzn846","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I166337079"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Qianni Zhang","raw_affiliation_strings":["School of Electronic Engineering and Computer Science, Queen Mary University of London, London, U.K"],"affiliations":[{"raw_affiliation_string":"School of Electronic Engineering and Computer Science, Queen Mary University of London, London, U.K","institution_ids":["https://openalex.org/I166337079"]}]},{"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":["Ocean University of China, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"Ocean University of China, Qingdao, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066119228","display_name":"Huiyu Zhou","orcid":"https://orcid.org/0000-0003-1634-9840"},"institutions":[{"id":"https://openalex.org/I153648349","display_name":"University of Leicester","ror":"https://ror.org/04h699437","country_code":"GB","type":"education","lineage":["https://openalex.org/I153648349"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Huiyu Zhou","raw_affiliation_strings":["School of Informatics, University of Leicester, Leicester, U.K"],"affiliations":[{"raw_affiliation_string":"School of Informatics, University of Leicester, Leicester, U.K","institution_ids":["https://openalex.org/I153648349"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5048818778"],"corresponding_institution_ids":["https://openalex.org/I153648349"],"apc_list":null,"apc_paid":null,"fwci":7.8517,"has_fulltext":false,"cited_by_count":174,"citation_normalized_percentile":{"value":0.98115053,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"31","issue":"8","first_page":"3078","last_page":"3092"},"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9987999796867371,"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":0.9955999851226807,"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/underwater","display_name":"Underwater","score":0.8727236986160278},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7668339014053345},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7440422177314758},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.6610902547836304},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6279231309890747},{"id":"https://openalex.org/keywords/prior-probability","display_name":"Prior probability","score":0.5880807638168335},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5257568955421448},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.49457165598869324},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.47242820262908936},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.4200756251811981},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.41402193903923035},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3212728500366211},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09569290280342102},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08570334315299988},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.07039669156074524}],"concepts":[{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.8727236986160278},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7668339014053345},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7440422177314758},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.6610902547836304},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6279231309890747},{"id":"https://openalex.org/C177769412","wikidata":"https://www.wikidata.org/wiki/Q278090","display_name":"Prior probability","level":3,"score":0.5880807638168335},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5257568955421448},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.49457165598869324},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.47242820262908936},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4200756251811981},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.41402193903923035},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3212728500366211},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09569290280342102},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08570334315299988},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.07039669156074524},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcsvt.2020.3035108","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2020.3035108","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:qmro.qmul.ac.uk:123456789/69056","is_oa":false,"landing_page_url":"https://qmro.qmul.ac.uk/xmlui/handle/123456789/69056","pdf_url":null,"source":{"id":"https://openalex.org/S4306400530","display_name":"Queen Mary Research Online (Queen Mary University of London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I166337079","host_organization_name":"Queen Mary University of London","host_organization_lineage":["https://openalex.org/I166337079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life below water","score":0.8399999737739563,"id":"https://metadata.un.org/sdg/14"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W1644173899","https://openalex.org/W1832500336","https://openalex.org/W1976263166","https://openalex.org/W2009071067","https://openalex.org/W2055447163","https://openalex.org/W2081140338","https://openalex.org/W2091420866","https://openalex.org/W2128254161","https://openalex.org/W2156222070","https://openalex.org/W2181646778","https://openalex.org/W2193145675","https://openalex.org/W2474516010","https://openalex.org/W2523532944","https://openalex.org/W2587107113","https://openalex.org/W2596058005","https://openalex.org/W2604999192","https://openalex.org/W2616936297","https://openalex.org/W2747017299","https://openalex.org/W2752646460","https://openalex.org/W2758376227","https://openalex.org/W2763503841","https://openalex.org/W2768959015","https://openalex.org/W2783488367","https://openalex.org/W2789771527","https://openalex.org/W2792328492","https://openalex.org/W2794405642","https://openalex.org/W2890392646","https://openalex.org/W2891230440","https://openalex.org/W2900633457","https://openalex.org/W2902845285","https://openalex.org/W2947815032","https://openalex.org/W2962793481","https://openalex.org/W2963330667","https://openalex.org/W2964088115","https://openalex.org/W2967085153","https://openalex.org/W2970544662","https://openalex.org/W2971483169","https://openalex.org/W2990176100","https://openalex.org/W2995689976","https://openalex.org/W2997763120","https://openalex.org/W3006777311","https://openalex.org/W3009406242","https://openalex.org/W3035731588","https://openalex.org/W3037880958","https://openalex.org/W3099025816","https://openalex.org/W3102864715","https://openalex.org/W3106250896","https://openalex.org/W4255745280","https://openalex.org/W6745992979","https://openalex.org/W6755931172","https://openalex.org/W6763381028","https://openalex.org/W6780492578","https://openalex.org/W6785915141"],"related_works":["https://openalex.org/W2580650124","https://openalex.org/W4386190339","https://openalex.org/W2968424575","https://openalex.org/W2029790457","https://openalex.org/W3142333283","https://openalex.org/W3122088529","https://openalex.org/W2085259108","https://openalex.org/W4315498985","https://openalex.org/W3034732808","https://openalex.org/W4292830139"],"abstract_inverted_index":{"Underwater":[0],"image":[1,33,124],"enhancement,":[2],"as":[3,42],"a":[4,78,83,121],"pre-processing":[5],"step":[6],"to":[7,37,97,102,115,136],"support":[8],"the":[9,19,30,51,60,93,99,116,152],"following":[10,61],"object":[11,62],"detection":[12,41,63,84,87,109],"task,":[13],"has":[14],"drawn":[15],"considerable":[16],"attention":[17],"in":[18,92],"field":[20],"of":[21,29,53,75,95,118,154],"underwater":[22,32,123,147,167],"navigation":[23],"and":[24,40,50,131,140,165],"ocean":[25],"exploration.":[26],"However,":[27],"most":[28],"existing":[31],"enhancement":[34,39,72,80,100,143],"strategies":[35],"tend":[36],"consider":[38],"two":[43,70],"fully":[44],"independent":[45],"modules":[46],"with":[47,82],"no":[48],"interaction,":[49],"practice":[52],"separate":[54],"optimisation":[55],"does":[56],"not":[57],"always":[58],"help":[59],"task.":[64],"In":[65,112],"this":[66],"article,":[67],"we":[68],"propose":[69],"perceptual":[71],"models,":[73],"each":[74],"which":[76,127],"uses":[77],"deep":[79],"model":[81,101,144],"perceptor.":[85],"The":[86],"perceptor":[88],"provides":[89],"feedback":[90],"information":[91],"form":[94],"gradients":[96],"guide":[98],"generate":[103],"patch":[104],"level":[105],"visually":[106],"pleasing":[107],"or":[108],"favourable":[110],"images.":[111,148],"addition,":[113],"due":[114],"lack":[117],"training":[119,138],"data,":[120],"hybrid":[122],"synthesis":[125],"model,":[126],"fuses":[128],"physical":[129],"priors":[130],"data-driven":[132],"cues,":[133],"is":[134],"proposed":[135,156],"synthesise":[137],"data":[139],"generalise":[141],"our":[142,155],"for":[145],"real-world":[146,164],"Experimental":[149],"results":[150],"show":[151],"superiority":[153],"method":[157],"over":[158],"several":[159],"state-of-the-art":[160],"methods":[161],"on":[162],"both":[163],"synthetic":[166],"datasets.":[168]},"counts_by_year":[{"year":2026,"cited_by_count":13},{"year":2025,"cited_by_count":32},{"year":2024,"cited_by_count":49},{"year":2023,"cited_by_count":47},{"year":2022,"cited_by_count":28},{"year":2021,"cited_by_count":5}],"updated_date":"2026-04-11T08:14:18.477133","created_date":"2025-10-10T00:00:00"}
