{"id":"https://openalex.org/W2954819764","doi":"https://doi.org/10.3390/rs11131591","title":"Underwater Image Restoration Based on a Parallel Convolutional Neural Network","display_name":"Underwater Image Restoration Based on a Parallel Convolutional Neural Network","publication_year":2019,"publication_date":"2019-07-04","ids":{"openalex":"https://openalex.org/W2954819764","doi":"https://doi.org/10.3390/rs11131591","mag":"2954819764"},"language":"en","primary_location":{"id":"doi:10.3390/rs11131591","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11131591","pdf_url":"https://www.mdpi.com/2072-4292/11/13/1591/pdf?version=1562233342","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/2072-4292/11/13/1591/pdf?version=1562233342","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013877857","display_name":"Keyan Wang","orcid":"https://orcid.org/0000-0002-6116-9286"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Keyan Wang","raw_affiliation_strings":["Collaborative Innovation Center of Information Sensing and Understanding at Xidian University, Xi\u2019an 710071, China","State Key Laboratory of Integrated Service Networks, Xidian University, Xi\u2019an 710071, China","State Key Laboratory of Integrated Service Networks, Xidian University, Xi'an 710071, China","Collaborative Innovation Center of Information Sensing and Understanding at Xidian University, Xi'an 710071, China"],"affiliations":[{"raw_affiliation_string":"Collaborative Innovation Center of Information Sensing and Understanding at Xidian University, Xi\u2019an 710071, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"State Key Laboratory of Integrated Service Networks, Xidian University, Xi\u2019an 710071, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"State Key Laboratory of Integrated Service Networks, Xidian University, Xi'an 710071, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Collaborative Innovation Center of Information Sensing and Understanding at Xidian University, Xi'an 710071, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057374436","display_name":"Yan Hu","orcid":"https://orcid.org/0000-0002-7663-3096"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Hu","raw_affiliation_strings":["State Key Laboratory of Integrated Service Networks, Xidian University, Xi\u2019an 710071, China","State Key Laboratory of Integrated Service Networks, Xidian University, Xi'an 710071, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Service Networks, Xidian University, Xi\u2019an 710071, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"State Key Laboratory of Integrated Service Networks, Xidian University, Xi'an 710071, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100450217","display_name":"Jun Chen","orcid":"https://orcid.org/0000-0002-8084-9332"},"institutions":[{"id":"https://openalex.org/I98251732","display_name":"McMaster University","ror":"https://ror.org/02fa3aq29","country_code":"CA","type":"education","lineage":["https://openalex.org/I98251732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jun Chen","raw_affiliation_strings":["Department of Electrical and Computer Engineering, McMaster University, Hamilton, ON L8S 4K1, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, McMaster University, Hamilton, ON L8S 4K1, Canada","institution_ids":["https://openalex.org/I98251732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039509820","display_name":"Xianyun Wu","orcid":"https://orcid.org/0000-0002-4450-3801"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xianyun Wu","raw_affiliation_strings":["Collaborative Innovation Center of Information Sensing and Understanding at Xidian University, Xi\u2019an 710071, China","State Key Laboratory of Integrated Service Networks, Xidian University, Xi\u2019an 710071, China","Collaborative Innovation Center of Information Sensing and Understanding at Xidian University, Xi'an 710071, China","State Key Laboratory of Integrated Service Networks, Xidian University, Xi'an 710071, China"],"affiliations":[{"raw_affiliation_string":"Collaborative Innovation Center of Information Sensing and Understanding at Xidian University, Xi\u2019an 710071, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"State Key Laboratory of Integrated Service Networks, Xidian University, Xi\u2019an 710071, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Collaborative Innovation Center of Information Sensing and Understanding at Xidian University, Xi'an 710071, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"State Key Laboratory of Integrated Service Networks, Xidian University, Xi'an 710071, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103191607","display_name":"Xi Zhao","orcid":"https://orcid.org/0000-0001-9105-5872"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xi Zhao","raw_affiliation_strings":["State Key Laboratory of Integrated Service Networks, Xidian University, Xi\u2019an 710071, China","State Key Laboratory of Integrated Service Networks, Xidian University, Xi'an 710071, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Service Networks, Xidian University, Xi\u2019an 710071, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"State Key Laboratory of Integrated Service Networks, Xidian University, Xi'an 710071, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067798266","display_name":"Yunsong Li","orcid":"https://orcid.org/0000-0002-0640-4060"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunsong Li","raw_affiliation_strings":["Collaborative Innovation Center of Information Sensing and Understanding at Xidian University, Xi\u2019an 710071, China","State Key Laboratory of Integrated Service Networks, Xidian University, Xi\u2019an 710071, China","State Key Laboratory of Integrated Service Networks, Xidian University, Xi'an 710071, China","Collaborative Innovation Center of Information Sensing and Understanding at Xidian University, Xi'an 710071, China"],"affiliations":[{"raw_affiliation_string":"Collaborative Innovation Center of Information Sensing and Understanding at Xidian University, Xi\u2019an 710071, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"State Key Laboratory of Integrated Service Networks, Xidian University, Xi\u2019an 710071, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"State Key Laboratory of Integrated Service Networks, Xidian University, Xi'an 710071, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"Collaborative Innovation Center of Information Sensing and Understanding at Xidian University, Xi'an 710071, China","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5039509820"],"corresponding_institution_ids":["https://openalex.org/I149594827"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":2.6553,"has_fulltext":true,"cited_by_count":71,"citation_normalized_percentile":{"value":0.9221555,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"11","issue":"13","first_page":"1591","last_page":"1591"},"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/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":0.9983999729156494,"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":0.8785154819488525},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7952374219894409},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7422734498977661},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6428470611572266},{"id":"https://openalex.org/keywords/visibility","display_name":"Visibility","score":0.5360882878303528},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4854639172554016},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.4702272117137909},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4671325981616974},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.42019736766815186},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3691200613975525},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.27238595485687256},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1083914041519165},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.08833122253417969}],"concepts":[{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.8785154819488525},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7952374219894409},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7422734498977661},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6428470611572266},{"id":"https://openalex.org/C123403432","wikidata":"https://www.wikidata.org/wiki/Q654068","display_name":"Visibility","level":2,"score":0.5360882878303528},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4854639172554016},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.4702272117137909},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4671325981616974},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.42019736766815186},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3691200613975525},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.27238595485687256},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1083914041519165},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.08833122253417969},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs11131591","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11131591","pdf_url":"https://www.mdpi.com/2072-4292/11/13/1591/pdf?version=1562233342","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:54403515836a4f1892c80e134109be91","is_oa":true,"landing_page_url":"https://doaj.org/article/54403515836a4f1892c80e134109be91","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 11, Iss 13, p 1591 (2019)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/11/13/1591/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs11131591","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; Volume 11; Issue 13; Pages: 1591","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs11131591","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs11131591","pdf_url":"https://www.mdpi.com/2072-4292/11/13/1591/pdf?version=1562233342","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":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/14","display_name":"Life below water"}],"awards":[{"id":"https://openalex.org/G1424917938","display_name":null,"funder_award_id":"61701360","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1595715893","display_name":null,"funder_award_id":"B08038","funder_id":"https://openalex.org/F4320327912","funder_display_name":"Higher Education Discipline Innovation Project"},{"id":"https://openalex.org/G1842014992","display_name":null,"funder_award_id":"61401337","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2105694478","display_name":null,"funder_award_id":"61301291, 61701360, 61502367, 61501346, 61571345, 91538101, 61801359, 61401337","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3918974431","display_name":null,"funder_award_id":"61502367","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G4089449993","display_name":null,"funder_award_id":"17013","funder_id":"https://openalex.org/F4320327912","funder_display_name":"Higher Education Discipline Innovation Project"},{"id":"https://openalex.org/G4131587450","display_name":null,"funder_award_id":"61571345","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4507359911","display_name":null,"funder_award_id":"61502367","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5003122551","display_name":null,"funder_award_id":"B08038,","funder_id":"https://openalex.org/F4320327912","funder_display_name":"Higher Education Discipline Innovation Project"},{"id":"https://openalex.org/G5549993810","display_name":null,"funder_award_id":"B08038","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G5657849150","display_name":null,"funder_award_id":"91538101","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6682126014","display_name":null,"funder_award_id":"61501346","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G734886008","display_name":null,"funder_award_id":"91538101","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G7394140338","display_name":null,"funder_award_id":"B08038","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G7594473715","display_name":null,"funder_award_id":"61801359","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7862732263","display_name":null,"funder_award_id":"61571345","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G841248577","display_name":null,"funder_award_id":"61501346","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8484206974","display_name":null,"funder_award_id":"2013M540735","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G8500871024","display_name":null,"funder_award_id":"B08038","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8945133885","display_name":null,"funder_award_id":"61301291","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"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320327912","display_name":"Higher Education Discipline Innovation Project","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2954819764.pdf","grobid_xml":"https://content.openalex.org/works/W2954819764.grobid-xml"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W63091017","https://openalex.org/W125693051","https://openalex.org/W1973569872","https://openalex.org/W1976263166","https://openalex.org/W1978108766","https://openalex.org/W1982471090","https://openalex.org/W2005676775","https://openalex.org/W2025056712","https://openalex.org/W2055447163","https://openalex.org/W2069734445","https://openalex.org/W2091420866","https://openalex.org/W2125188192","https://openalex.org/W2125416623","https://openalex.org/W2128254161","https://openalex.org/W2133665775","https://openalex.org/W2150969685","https://openalex.org/W2155479981","https://openalex.org/W2181646778","https://openalex.org/W2256362396","https://openalex.org/W2293581118","https://openalex.org/W2402985658","https://openalex.org/W2519481857","https://openalex.org/W2523532944","https://openalex.org/W2528276637","https://openalex.org/W2565506808","https://openalex.org/W2568836606","https://openalex.org/W2596058005","https://openalex.org/W2698984883","https://openalex.org/W2755509443","https://openalex.org/W2763503841","https://openalex.org/W2790284570","https://openalex.org/W2791451704","https://openalex.org/W2792459965","https://openalex.org/W2800755047","https://openalex.org/W2896671317","https://openalex.org/W2917093238","https://openalex.org/W2917650600","https://openalex.org/W2949068405","https://openalex.org/W2962754725","https://openalex.org/W2963306157","https://openalex.org/W2963591054","https://openalex.org/W3100034292","https://openalex.org/W6681214547","https://openalex.org/W6746696965","https://openalex.org/W6748808205"],"related_works":["https://openalex.org/W2392812199","https://openalex.org/W4200176076","https://openalex.org/W598185802","https://openalex.org/W2355516524","https://openalex.org/W2361471170","https://openalex.org/W2025616642","https://openalex.org/W1954972543","https://openalex.org/W2954738200","https://openalex.org/W3176779361","https://openalex.org/W3163022079"],"abstract_inverted_index":{"Restoring":[0],"degraded":[1],"underwater":[2,38,98,107,123,137],"images":[3,119,132,138],"is":[4],"a":[5,49,55,105],"challenging":[6],"ill-posed":[7],"problem.":[8],"The":[9,41,81],"existing":[10],"prior-based":[11],"approaches":[12],"have":[13],"limited":[14],"performance":[15],"in":[16,62,121],"many":[17],"situations":[18],"due":[19],"to":[20,72,77,90,96],"the":[21,64,92,97,113],"reliance":[22],"on":[23,128],"handcrafted":[24],"features.":[25,80],"In":[26],"this":[27],"paper,":[28],"we":[29,103],"propose":[30],"an":[31],"effective":[32],"convolutional":[33],"neural":[34],"network":[35,43,52,60],"(CNN)":[36],"for":[37,111],"image":[39,94,108],"restoration.":[40],"proposed":[42],"consists":[44],"of":[45],"two":[46,86],"paralleled":[47],"branches:":[48],"transmission":[50],"estimation":[51,59,71],"(T-network)":[53],"and":[54,69,76,130,144],"global":[56],"ambient":[57],"light":[58],"(A-network);":[61],"particular,":[63],"T-network":[65],"employs":[66],"cross-layer":[67],"connection":[68],"multi-scale":[70],"prevent":[73],"halo":[74],"artifacts":[75],"preserve":[78],"edge":[79],"estimates":[82],"produced":[83],"by":[84],"these":[85],"branches":[87],"are":[88],"leveraged":[89],"restore":[91],"clear":[93],"according":[95],"optical":[99],"imaging":[100],"model.":[101],"Moreover,":[102],"develop":[104],"new":[106],"synthesizing":[109],"method":[110],"building":[112],"training":[114],"datasets,":[115],"which":[116],"can":[117],"simulate":[118],"captured":[120],"various":[122],"environments.":[124],"Experimental":[125],"results":[126],"based":[127],"synthetic":[129],"real":[131],"demonstrate":[133],"that":[134],"our":[135],"restored":[136],"exhibit":[139],"more":[140],"natural":[141],"color":[142],"correction":[143],"better":[145],"visibility":[146],"improvement":[147],"against":[148],"several":[149],"state-of-the-art":[150],"methods.":[151]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":17},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":8}],"updated_date":"2026-04-22T08:38:42.863108","created_date":"2025-10-10T00:00:00"}
