{"id":"https://openalex.org/W4393163782","doi":"https://doi.org/10.3390/rs16071134","title":"A Dual-Branch Autoencoder Network for Underwater Low-Light Polarized Image Enhancement","display_name":"A Dual-Branch Autoencoder Network for Underwater Low-Light Polarized Image Enhancement","publication_year":2024,"publication_date":"2024-03-24","ids":{"openalex":"https://openalex.org/W4393163782","doi":"https://doi.org/10.3390/rs16071134"},"language":"en","primary_location":{"id":"doi:10.3390/rs16071134","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16071134","pdf_url":"https://www.mdpi.com/2072-4292/16/7/1134/pdf?version=1711348506","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/16/7/1134/pdf?version=1711348506","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101842551","display_name":"Chang Xue","orcid":"https://orcid.org/0000-0001-6990-214X"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]},{"id":"https://openalex.org/I75867142","display_name":"Xiamen University of Technology","ror":"https://ror.org/01285e189","country_code":"CN","type":"education","lineage":["https://openalex.org/I75867142"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chang Xue","raw_affiliation_strings":["Key Lab of Underwater Acoustic Communication and Marine Information Technology (Xiamen University) Ministry of Education, Xiamen University, Xiamen 361102, China","Key Lab of Underwater Acoustic Communication and Marine Information Technology (Xiamen University) Ministry of Education, Xiamen University, Xiamen 361102, China;"],"affiliations":[{"raw_affiliation_string":"Key Lab of Underwater Acoustic Communication and Marine Information Technology (Xiamen University) Ministry of Education, Xiamen University, Xiamen 361102, China","institution_ids":["https://openalex.org/I191208505"]},{"raw_affiliation_string":"Key Lab of Underwater Acoustic Communication and Marine Information Technology (Xiamen University) Ministry of Education, Xiamen University, Xiamen 361102, China;","institution_ids":["https://openalex.org/I75867142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100669230","display_name":"Qingyu Liu","orcid":"https://orcid.org/0009-0000-9774-808X"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]},{"id":"https://openalex.org/I75867142","display_name":"Xiamen University of Technology","ror":"https://ror.org/01285e189","country_code":"CN","type":"education","lineage":["https://openalex.org/I75867142"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingyu Liu","raw_affiliation_strings":["Key Lab of Underwater Acoustic Communication and Marine Information Technology (Xiamen University) Ministry of Education, Xiamen University, Xiamen 361102, China","Key Lab of Underwater Acoustic Communication and Marine Information Technology (Xiamen University) Ministry of Education, Xiamen University, Xiamen 361102, China;"],"affiliations":[{"raw_affiliation_string":"Key Lab of Underwater Acoustic Communication and Marine Information Technology (Xiamen University) Ministry of Education, Xiamen University, Xiamen 361102, China","institution_ids":["https://openalex.org/I191208505"]},{"raw_affiliation_string":"Key Lab of Underwater Acoustic Communication and Marine Information Technology (Xiamen University) Ministry of Education, Xiamen University, Xiamen 361102, China;","institution_ids":["https://openalex.org/I75867142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066950108","display_name":"Yifan Huang","orcid":"https://orcid.org/0000-0002-6883-9158"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]},{"id":"https://openalex.org/I75867142","display_name":"Xiamen University of Technology","ror":"https://ror.org/01285e189","country_code":"CN","type":"education","lineage":["https://openalex.org/I75867142"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifan Huang","raw_affiliation_strings":["Key Lab of Underwater Acoustic Communication and Marine Information Technology (Xiamen University) Ministry of Education, Xiamen University, Xiamen 361102, China","Key Lab of Underwater Acoustic Communication and Marine Information Technology (Xiamen University) Ministry of Education, Xiamen University, Xiamen 361102, China;"],"affiliations":[{"raw_affiliation_string":"Key Lab of Underwater Acoustic Communication and Marine Information Technology (Xiamen University) Ministry of Education, Xiamen University, Xiamen 361102, China","institution_ids":["https://openalex.org/I191208505"]},{"raw_affiliation_string":"Key Lab of Underwater Acoustic Communication and Marine Information Technology (Xiamen University) Ministry of Education, Xiamen University, Xiamen 361102, China;","institution_ids":["https://openalex.org/I75867142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005270765","display_name":"En Cheng","orcid":"https://orcid.org/0000-0003-2121-6110"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]},{"id":"https://openalex.org/I75867142","display_name":"Xiamen University of Technology","ror":"https://ror.org/01285e189","country_code":"CN","type":"education","lineage":["https://openalex.org/I75867142"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"En Cheng","raw_affiliation_strings":["Key Lab of Underwater Acoustic Communication and Marine Information Technology (Xiamen University) Ministry of Education, Xiamen University, Xiamen 361102, China","Key Lab of Underwater Acoustic Communication and Marine Information Technology (Xiamen University) Ministry of Education, Xiamen University, Xiamen 361102, China;"],"affiliations":[{"raw_affiliation_string":"Key Lab of Underwater Acoustic Communication and Marine Information Technology (Xiamen University) Ministry of Education, Xiamen University, Xiamen 361102, China","institution_ids":["https://openalex.org/I191208505"]},{"raw_affiliation_string":"Key Lab of Underwater Acoustic Communication and Marine Information Technology (Xiamen University) Ministry of Education, Xiamen University, Xiamen 361102, China;","institution_ids":["https://openalex.org/I75867142"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100698601","display_name":"Fei Yuan","orcid":"https://orcid.org/0000-0002-8614-8756"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]},{"id":"https://openalex.org/I75867142","display_name":"Xiamen University of Technology","ror":"https://ror.org/01285e189","country_code":"CN","type":"education","lineage":["https://openalex.org/I75867142"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fei Yuan","raw_affiliation_strings":["Key Lab of Underwater Acoustic Communication and Marine Information Technology (Xiamen University) Ministry of Education, Xiamen University, Xiamen 361102, China","Key Lab of Underwater Acoustic Communication and Marine Information Technology (Xiamen University) Ministry of Education, Xiamen University, Xiamen 361102, China;"],"affiliations":[{"raw_affiliation_string":"Key Lab of Underwater Acoustic Communication and Marine Information Technology (Xiamen University) Ministry of Education, Xiamen University, Xiamen 361102, China","institution_ids":["https://openalex.org/I191208505"]},{"raw_affiliation_string":"Key Lab of Underwater Acoustic Communication and Marine Information Technology (Xiamen University) Ministry of Education, Xiamen University, Xiamen 361102, China;","institution_ids":["https://openalex.org/I75867142"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100698601"],"corresponding_institution_ids":["https://openalex.org/I191208505","https://openalex.org/I75867142"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.4467,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.82006908,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"16","issue":"7","first_page":"1134","last_page":"1134"},"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9976999759674072,"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/T11569","display_name":"Optical Coherence Tomography Applications","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/underwater","display_name":"Underwater","score":0.6745083332061768},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.590847909450531},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.5044022798538208},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4273017346858978},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4061623215675354},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3556120991706848},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1841675043106079},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.1496221423149109},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.06560951471328735}],"concepts":[{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.6745083332061768},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.590847909450531},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.5044022798538208},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4273017346858978},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4061623215675354},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3556120991706848},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1841675043106079},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.1496221423149109},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.06560951471328735},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs16071134","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16071134","pdf_url":"https://www.mdpi.com/2072-4292/16/7/1134/pdf?version=1711348506","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:5fb18a1ae6254abc82b9c449be8035f2","is_oa":true,"landing_page_url":"https://doaj.org/article/5fb18a1ae6254abc82b9c449be8035f2","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 16, Iss 7, p 1134 (2024)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/16/7/1134/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs16071134","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs16071134","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16071134","pdf_url":"https://www.mdpi.com/2072-4292/16/7/1134/pdf?version=1711348506","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Life below water","score":0.6200000047683716,"id":"https://metadata.un.org/sdg/14"}],"awards":[{"id":"https://openalex.org/G2010023104","display_name":null,"funder_award_id":"62371404","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4020255992","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6557729921","display_name":null,"funder_award_id":"62271425","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7098743183","display_name":null,"funder_award_id":"23CZB004HJ01","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"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4393163782.pdf"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W951725664","https://openalex.org/W2064076387","https://openalex.org/W2072445211","https://openalex.org/W2094185466","https://openalex.org/W2128254161","https://openalex.org/W2133665775","https://openalex.org/W2135001643","https://openalex.org/W2150461190","https://openalex.org/W2150721269","https://openalex.org/W2194775991","https://openalex.org/W2254039850","https://openalex.org/W2580898565","https://openalex.org/W2601040106","https://openalex.org/W2770122546","https://openalex.org/W2783399029","https://openalex.org/W2799265886","https://openalex.org/W2808498578","https://openalex.org/W2887964057","https://openalex.org/W2950663537","https://openalex.org/W2963125010","https://openalex.org/W2963446712","https://openalex.org/W2981340568","https://openalex.org/W2981718299","https://openalex.org/W3021717916","https://openalex.org/W3035731588","https://openalex.org/W3094908825","https://openalex.org/W3107113662","https://openalex.org/W3108796451","https://openalex.org/W3117326213","https://openalex.org/W3120540810","https://openalex.org/W3121661546","https://openalex.org/W3174792937","https://openalex.org/W3195766574","https://openalex.org/W4229378035","https://openalex.org/W4312249431","https://openalex.org/W4353046695","https://openalex.org/W4382240178","https://openalex.org/W4383904755","https://openalex.org/W4390872514","https://openalex.org/W6755037456"],"related_works":["https://openalex.org/W4220775285","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2772917594","https://openalex.org/W2775347418","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747"],"abstract_inverted_index":{"Underwater":[0],"detection":[1,28],"faces":[2],"uncomfortable":[3],"illumination":[4],"conditions,":[5],"and":[6,56,124,137,173],"traditional":[7],"optical":[8],"images":[9,55,73],"sensitive":[10,45],"to":[11,42,46,71,81],"intensity":[12,72],"often":[13],"cannot":[14],"work":[15],"well":[16],"in":[17,59],"these":[18],"conditions.":[19,32],"Polarization":[20],"imaging":[21],"is":[22],"a":[23,89,105,111,146,152],"good":[24],"solution":[25],"for":[26,120,155],"underwater":[27,156],"under":[29],"adverse":[30],"lighting":[31],"However,":[33],"the":[34,51,64,96,132,167],"process":[35],"of":[36,53,99,135,139,169],"obtaining":[37],"polarization":[38,100,125],"information":[39],"causes":[40],"it":[41],"be":[43],"more":[44],"noise;":[47],"serious":[48],"noise":[49,129],"reduces":[50],"quality":[52],"polarized":[54,82,121,158],"subsequent":[57],"performance":[58,78],"advanced":[60],"visual":[61],"tasks.":[62],"Unfortunately,":[63],"flourishing":[65],"low-light":[66,90,157],"image":[67,91,122],"enhancement":[68,92],"methods":[69],"applied":[70],"have":[74],"not":[75],"demonstrated":[76],"satisfactory":[77],"when":[79],"transferred":[80],"images.":[83,159],"In":[84],"this":[85],"paper,":[86],"we":[87,103,150],"propose":[88,151],"paradigm":[93],"based":[94],"on":[95,110,163],"antagonistic":[97],"properties":[98],"parameters.":[101],"Furthermore,":[102],"develop":[104],"dual-branch":[106],"network":[107],"that":[108],"relies":[109],"gradient":[112],"residual":[113],"dense":[114],"feature":[115],"extraction":[116],"module":[117],"(GRD)":[118],"designed":[119],"characteristics":[123],"loss,":[126],"effectively":[127],"avoiding":[128],"introduced":[130],"during":[131],"direct":[133],"amplification":[134],"brightness,":[136],"capable":[138],"restoring":[140],"target":[141],"contour":[142],"details.":[143],"To":[144],"facilitate":[145],"data-driven":[147],"learning":[148],"method,":[149],"simulation":[153],"method":[154],"Extensive":[160],"experimental":[161],"results":[162],"real-world":[164],"datasets":[165],"demonstrate":[166],"effectiveness":[168],"our":[170],"proposed":[171],"approach":[172],"its":[174],"superiority":[175],"against":[176],"other":[177],"state-of-the-art":[178],"methods.":[179]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-20T07:46:08.049788","created_date":"2025-10-10T00:00:00"}
