{"id":"https://openalex.org/W4312787858","doi":"https://doi.org/10.1109/icpr56361.2022.9956361","title":"Nonuniform illumination correction for underwater images through a pseudo-siamese network","display_name":"Nonuniform illumination correction for underwater images through a pseudo-siamese network","publication_year":2022,"publication_date":"2022-08-21","ids":{"openalex":"https://openalex.org/W4312787858","doi":"https://doi.org/10.1109/icpr56361.2022.9956361"},"language":"en","primary_location":{"id":"doi:10.1109/icpr56361.2022.9956361","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr56361.2022.9956361","pdf_url":null,"source":{"id":"https://openalex.org/S4363607731","display_name":"2022 26th International Conference on Pattern Recognition (ICPR)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 26th International Conference on Pattern Recognition (ICPR)","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/A5036556274","display_name":"Wenfeng Zhao","orcid":"https://orcid.org/0000-0002-9581-3666"},"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":"Wenfeng Zhao","raw_affiliation_strings":["Ocean University of China,Underwater Vehicle Laboratory, School of Information Science and Engineering,Qingdao,China","Underwater Vehicle Laboratory, School of Information Science and Engineering, Ocean University of China, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ocean University of China,Underwater Vehicle Laboratory, School of Information Science and Engineering,Qingdao,China","institution_ids":["https://openalex.org/I59028903"]},{"raw_affiliation_string":"Underwater Vehicle Laboratory, School of Information Science and Engineering, Ocean University of China, Qingdao, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074688497","display_name":"Shenghui Rong","orcid":"https://orcid.org/0000-0002-9562-4558"},"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":"Shenghui Rong","raw_affiliation_strings":["Ocean University of China,Underwater Vehicle Laboratory, School of Information Science and Engineering,Qingdao,China","Underwater Vehicle Laboratory, School of Information Science and Engineering, Ocean University of China, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ocean University of China,Underwater Vehicle Laboratory, School of Information Science and Engineering,Qingdao,China","institution_ids":["https://openalex.org/I59028903"]},{"raw_affiliation_string":"Underwater Vehicle Laboratory, School of Information Science and Engineering, Ocean University of China, Qingdao, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100943963","display_name":"Jiankang Ma","orcid":null},"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":"Jiankang Ma","raw_affiliation_strings":["Ocean University of China,Underwater Vehicle Laboratory, School of Information Science and Engineering,Qingdao,China","Underwater Vehicle Laboratory, School of Information Science and Engineering, Ocean University of China, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ocean University of China,Underwater Vehicle Laboratory, School of Information Science and Engineering,Qingdao,China","institution_ids":["https://openalex.org/I59028903"]},{"raw_affiliation_string":"Underwater Vehicle Laboratory, School of Information Science and Engineering, Ocean University of China, Qingdao, China","institution_ids":["https://openalex.org/I59028903"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100760748","display_name":"Bo He","orcid":"https://orcid.org/0000-0001-6826-4721"},"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":"Bo He","raw_affiliation_strings":["Ocean University of China,Underwater Vehicle Laboratory, School of Information Science and Engineering,Qingdao,China","Underwater Vehicle Laboratory, School of Information Science and Engineering, Ocean University of China, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ocean University of China,Underwater Vehicle Laboratory, School of Information Science and Engineering,Qingdao,China","institution_ids":["https://openalex.org/I59028903"]},{"raw_affiliation_string":"Underwater Vehicle Laboratory, School of Information Science and Engineering, Ocean University of China, Qingdao, China","institution_ids":["https://openalex.org/I59028903"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I59028903"],"apc_list":null,"apc_paid":null,"fwci":0.177,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.53058907,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1329","last_page":"1335"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9997000098228455,"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":0.9986000061035156,"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":0.8469827175140381},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7735032439231873},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6778285503387451},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6559091806411743},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.5521805882453918},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5500024557113647},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.5482932329177856},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2782198488712311},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.15438860654830933}],"concepts":[{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.8469827175140381},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7735032439231873},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6778285503387451},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6559091806411743},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.5521805882453918},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5500024557113647},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.5482932329177856},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2782198488712311},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.15438860654830933},{"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/icpr56361.2022.9956361","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr56361.2022.9956361","pdf_url":null,"source":{"id":"https://openalex.org/S4363607731","display_name":"2022 26th International Conference on Pattern Recognition (ICPR)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 26th International Conference on Pattern Recognition (ICPR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6600000262260437,"display_name":"Life below water","id":"https://metadata.un.org/sdg/14"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1485009520","https://openalex.org/W1522301498","https://openalex.org/W1686810756","https://openalex.org/W1885185971","https://openalex.org/W1980684646","https://openalex.org/W1987444808","https://openalex.org/W2010835939","https://openalex.org/W2014223894","https://openalex.org/W2017814585","https://openalex.org/W2054814429","https://openalex.org/W2056862729","https://openalex.org/W2101390058","https://openalex.org/W2108598243","https://openalex.org/W2112908178","https://openalex.org/W2113350594","https://openalex.org/W2121900453","https://openalex.org/W2133665775","https://openalex.org/W2146086273","https://openalex.org/W2147421915","https://openalex.org/W2164847484","https://openalex.org/W2166538457","https://openalex.org/W2181646778","https://openalex.org/W2194775991","https://openalex.org/W2362879822","https://openalex.org/W2367167650","https://openalex.org/W2468596194","https://openalex.org/W2474516010","https://openalex.org/W2560533888","https://openalex.org/W2566376500","https://openalex.org/W2771986438","https://openalex.org/W2791710889","https://openalex.org/W2797812763","https://openalex.org/W2949187370","https://openalex.org/W2955058313","https://openalex.org/W2963228457","https://openalex.org/W2963800716","https://openalex.org/W2988734173","https://openalex.org/W2997763120","https://openalex.org/W3034834618","https://openalex.org/W3093105640","https://openalex.org/W6628877408","https://openalex.org/W6631190155","https://openalex.org/W6637373629","https://openalex.org/W6653661246","https://openalex.org/W6754146604"],"related_works":["https://openalex.org/W4388412763","https://openalex.org/W1999583034","https://openalex.org/W2560215812","https://openalex.org/W3217214504","https://openalex.org/W3168963531","https://openalex.org/W2591930867","https://openalex.org/W2953138830","https://openalex.org/W2773822314","https://openalex.org/W3176162126","https://openalex.org/W2891537746"],"abstract_inverted_index":{"The":[0,136],"underwater":[1,12,27,147],"environment":[2],"is":[3,73],"often":[4,22],"poorly":[5,15],"illuminated,":[6],"making":[7],"the":[8,35,57,60,65,83,89,131,141,146,153,159],"images":[9,128,156],"captured":[10],"during":[11],"exploration":[13],"missions":[14],"visible.":[16],"Therefore,":[17],"artificial":[18,30],"light":[19,31,36],"sources":[20,32],"are":[21],"used":[23],"to":[24,38,75,116,129],"assist":[25],"in":[26,43],"imaging.":[28],"However,":[29],"usually":[33],"change":[34],"conditions":[37],"a":[39,52,112,118],"large":[40],"extent,":[41],"resulting":[42],"nonuniform":[44,61,113,121,148],"illumination.":[45],"To":[46,86],"solve":[47],"this":[48],"problem,":[49],"we":[50,94,110],"propose":[51,95],"pseudo-siamese":[53],"network":[54,106],"that":[55,140],"enables":[56],"separation":[58],"of":[59,78,92,133,155],"illumination":[62,67,114,122,149],"layer":[63],"and":[64,81,99,124,151],"ideal":[66],"image.":[68],"And":[69],"cascading":[70],"iterative":[71],"operation":[72],"utilized":[74],"achieve":[76],"enhancement":[77],"image":[79,84,150],"details":[80,154],"improve":[82],"quality.":[85],"better":[87,157],"balance":[88],"estimation":[90],"quality":[91],"both,":[93],"residual":[96],"reconstruction":[97],"loss":[98,101],"structure":[100],"as":[102],"further":[103],"guidance":[104],"for":[105],"training.":[107],"In":[108],"addition,":[109],"simulate":[111],"model":[115],"create":[117],"dataset":[119],"containing":[120],"layers":[123],"ideally":[125],"illuminated":[126],"uniform":[127],"alleviate":[130],"problem":[132],"insufficient":[134],"data.":[135],"comprehensive":[137],"experiments":[138],"show":[139],"algorithm":[142],"can":[143],"effectively":[144],"correct":[145],"recover":[152],"than":[158],"existing":[160],"correction":[161],"algorithms.":[162]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
