{"id":"https://openalex.org/W2994899984","doi":"https://doi.org/10.1109/access.2019.2959560","title":"A Survey of Restoration and Enhancement for Underwater Images","display_name":"A Survey of Restoration and Enhancement for Underwater Images","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2994899984","doi":"https://doi.org/10.1109/access.2019.2959560","mag":"2994899984"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2959560","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2959560","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08932429.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08932429.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Weidong Zhang","orcid":"https://orcid.org/0000-0003-2636-6396"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weidong Zhang","raw_affiliation_strings":["School of Information Science and Technology, Dalian Maritime University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083511919","display_name":"Lili Dong","orcid":null},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lili Dong","raw_affiliation_strings":["School of Information Science and Technology, Dalian Maritime University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028311940","display_name":"Xipeng Pan","orcid":"https://orcid.org/0000-0003-2581-0520"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xipeng Pan","raw_affiliation_strings":["School of Computer Science and Information Security, Guilin University of Electronic Technology, Guilin, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Security, Guilin University of Electronic Technology, Guilin, China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034954395","display_name":"Peiyu Zou","orcid":"https://orcid.org/0000-0003-2786-1807"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peiyu Zou","raw_affiliation_strings":["School of Information Science and Technology, Dalian Maritime University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027250401","display_name":"Li Qin","orcid":"https://orcid.org/0000-0003-3328-2422"},"institutions":[{"id":"https://openalex.org/I109935558","display_name":"Ningbo University","ror":"https://ror.org/03et85d35","country_code":"CN","type":"education","lineage":["https://openalex.org/I109935558"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Qin","raw_affiliation_strings":["School of Information Science and Engineering, Ningbo University, Ningbo, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Ningbo University, Ningbo, China","institution_ids":["https://openalex.org/I109935558"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101944458","display_name":"Wenhai Xu","orcid":"https://orcid.org/0000-0003-2636-6396"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenhai Xu","raw_affiliation_strings":["School of Information Science and Technology, Dalian Maritime University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I43313876"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":5.4149,"has_fulltext":true,"cited_by_count":115,"citation_normalized_percentile":{"value":0.96655107,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"7","issue":null,"first_page":"182259","last_page":"182279"},"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":0.9983999729156494,"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"}},{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9980000257492065,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/underwater","display_name":"Underwater","score":0.9005822539329529},{"id":"https://openalex.org/keywords/visibility","display_name":"Visibility","score":0.8173505067825317},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.7743138670921326},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7119476795196533},{"id":"https://openalex.org/keywords/distortion","display_name":"Distortion (music)","score":0.673534631729126},{"id":"https://openalex.org/keywords/image-enhancement","display_name":"Image enhancement","score":0.5949440598487854},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5482991337776184},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5476993918418884},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.45873087644577026},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.44357264041900635},{"id":"https://openalex.org/keywords/image-formation","display_name":"Image formation","score":0.42091500759124756},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.38276898860931396},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.3251500725746155},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.1250704824924469},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.12255877256393433},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09007257223129272}],"concepts":[{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.9005822539329529},{"id":"https://openalex.org/C123403432","wikidata":"https://www.wikidata.org/wiki/Q654068","display_name":"Visibility","level":2,"score":0.8173505067825317},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.7743138670921326},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7119476795196533},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.673534631729126},{"id":"https://openalex.org/C3017601658","wikidata":"https://www.wikidata.org/wiki/Q545981","display_name":"Image enhancement","level":3,"score":0.5949440598487854},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5482991337776184},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5476993918418884},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.45873087644577026},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.44357264041900635},{"id":"https://openalex.org/C125045340","wikidata":"https://www.wikidata.org/wiki/Q6002224","display_name":"Image formation","level":3,"score":0.42091500759124756},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.38276898860931396},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3251500725746155},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.1250704824924469},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.12255877256393433},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09007257223129272},{"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/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.0},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2959560","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2959560","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08932429.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:92256f8ae2664afbaf429a633a066bbc","is_oa":true,"landing_page_url":"https://doaj.org/article/92256f8ae2664afbaf429a633a066bbc","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":"IEEE Access, Vol 7, Pp 182259-182279 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2959560","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2959560","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08932429.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","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/G2376276132","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G3070063789","display_name":null,"funder_award_id":"3132019340","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G321255130","display_name":null,"funder_award_id":"3132019340","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/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4133174517","display_name":null,"funder_award_id":"201920","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5848258319","display_name":null,"funder_award_id":"0 and","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/G6298221894","display_name":null,"funder_award_id":"61701069","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7440353666","display_name":null,"funder_award_id":"3132019200","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7760610830","display_name":null,"funder_award_id":"61701069","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G7975089594","display_name":null,"funder_award_id":"3132019200","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G8951484681","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"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/W2994899984.pdf","grobid_xml":"https://content.openalex.org/works/W2994899984.grobid-xml"},"referenced_works_count":150,"referenced_works":["https://openalex.org/W168125071","https://openalex.org/W1119591675","https://openalex.org/W1534426948","https://openalex.org/W1622083366","https://openalex.org/W1644173899","https://openalex.org/W1930824406","https://openalex.org/W1966855663","https://openalex.org/W1968707439","https://openalex.org/W1973569872","https://openalex.org/W1973723602","https://openalex.org/W1976263166","https://openalex.org/W1978108766","https://openalex.org/W1984130099","https://openalex.org/W1998363013","https://openalex.org/W2002198246","https://openalex.org/W2002299629","https://openalex.org/W2022160492","https://openalex.org/W2033346887","https://openalex.org/W2033387726","https://openalex.org/W2041285268","https://openalex.org/W2041560658","https://openalex.org/W2051671904","https://openalex.org/W2052090926","https://openalex.org/W2055447163","https://openalex.org/W2060488209","https://openalex.org/W2063076048","https://openalex.org/W2067937660","https://openalex.org/W2069734445","https://openalex.org/W2072029198","https://openalex.org/W2074823003","https://openalex.org/W2076205488","https://openalex.org/W2081140338","https://openalex.org/W2082770616","https://openalex.org/W2082968119","https://openalex.org/W2086350410","https://openalex.org/W2088222291","https://openalex.org/W2089621500","https://openalex.org/W2091420866","https://openalex.org/W2094185466","https://openalex.org/W2100738276","https://openalex.org/W2102166818","https://openalex.org/W2108305798","https://openalex.org/W2115257219","https://openalex.org/W2116973876","https://openalex.org/W2123996346","https://openalex.org/W2125188192","https://openalex.org/W2127692198","https://openalex.org/W2133665775","https://openalex.org/W2135001643","https://openalex.org/W2136101404","https://openalex.org/W2141527672","https://openalex.org/W2143594946","https://openalex.org/W2146086273","https://openalex.org/W2147421915","https://openalex.org/W2147538606","https://openalex.org/W2148021103","https://openalex.org/W2154616225","https://openalex.org/W2155586404","https://openalex.org/W2159069738","https://openalex.org/W2159269332","https://openalex.org/W2160136864","https://openalex.org/W2160612306","https://openalex.org/W2170201247","https://openalex.org/W2171176709","https://openalex.org/W2181646778","https://openalex.org/W2245746190","https://openalex.org/W2255383600","https://openalex.org/W2272324619","https://openalex.org/W2285192117","https://openalex.org/W2289112095","https://openalex.org/W2293581118","https://openalex.org/W2326977759","https://openalex.org/W2344080983","https://openalex.org/W2344653317","https://openalex.org/W2474516010","https://openalex.org/W2477508086","https://openalex.org/W2511125977","https://openalex.org/W2523532944","https://openalex.org/W2556697445","https://openalex.org/W2568019971","https://openalex.org/W2568836606","https://openalex.org/W2587107113","https://openalex.org/W2588370006","https://openalex.org/W2591930867","https://openalex.org/W2596058005","https://openalex.org/W2610710059","https://openalex.org/W2612054959","https://openalex.org/W2614951941","https://openalex.org/W2616936297","https://openalex.org/W2626075644","https://openalex.org/W2744216855","https://openalex.org/W2744279477","https://openalex.org/W2751481876","https://openalex.org/W2753608104","https://openalex.org/W2755509443","https://openalex.org/W2763503841","https://openalex.org/W2765911741","https://openalex.org/W2767009334","https://openalex.org/W2769949067","https://openalex.org/W2779235975","https://openalex.org/W2783488367","https://openalex.org/W2785487132","https://openalex.org/W2789236895","https://openalex.org/W2790284570","https://openalex.org/W2792328492","https://openalex.org/W2794405642","https://openalex.org/W2806832629","https://openalex.org/W2831859938","https://openalex.org/W2892249564","https://openalex.org/W2895964774","https://openalex.org/W2896979201","https://openalex.org/W2898852319","https://openalex.org/W2901499503","https://openalex.org/W2902845285","https://openalex.org/W2905068890","https://openalex.org/W2905527829","https://openalex.org/W2908857701","https://openalex.org/W2916750582","https://openalex.org/W2920154408","https://openalex.org/W2947815032","https://openalex.org/W2948038338","https://openalex.org/W2948605381","https://openalex.org/W2950524558","https://openalex.org/W2963513437","https://openalex.org/W2964088115","https://openalex.org/W2966501856","https://openalex.org/W2966516593","https://openalex.org/W2971483169","https://openalex.org/W2976715267","https://openalex.org/W2990176100","https://openalex.org/W3009406242","https://openalex.org/W3099562471","https://openalex.org/W3138218344","https://openalex.org/W3165523903","https://openalex.org/W4391332368","https://openalex.org/W6606798419","https://openalex.org/W6658642356","https://openalex.org/W6668238535","https://openalex.org/W6672660170","https://openalex.org/W6748808205","https://openalex.org/W6750135254","https://openalex.org/W6753322352","https://openalex.org/W6754950508","https://openalex.org/W6755466744","https://openalex.org/W6755587996","https://openalex.org/W6757872554","https://openalex.org/W6763381028","https://openalex.org/W6768392803","https://openalex.org/W6796050231","https://openalex.org/W6843980303"],"related_works":["https://openalex.org/W4320526406","https://openalex.org/W2063548088","https://openalex.org/W4321635725","https://openalex.org/W2968664063","https://openalex.org/W3211387963","https://openalex.org/W2030402076","https://openalex.org/W2994899984","https://openalex.org/W4254875156","https://openalex.org/W2011768843","https://openalex.org/W1985090926"],"abstract_inverted_index":{"Images":[0],"captured":[1],"underwater":[2,26,66,75,109,145],"usually":[3],"suffer":[4],"from":[5,134],"color":[6],"distortion,":[7],"detail":[8],"blurring,":[9],"low":[10],"contrast,":[11],"and":[12,22,47,61,78,81,92,112,125,137,148,152],"a":[13,122],"bluish":[14],"or":[15],"greenish":[16],"tone":[17],"due":[18],"to":[19,56],"light":[20],"scattering":[21],"absorption":[23],"in":[24,29,85,117],"the":[25,31,41,58,71,83,98,107,129,141,153],"medium,":[27],"which":[28],"turn":[30],"visibility":[32],"is":[33,104,131,150],"adversely":[34],"affected":[35],"by":[36,53],"these":[37,101],"factors":[38],"seriously.":[39],"Over":[40],"last":[42],"decades,":[43],"various":[44],"image":[45,76,88,93,110,146],"restoration":[46,77,89,111,147],"enhancement":[48,79,94,113,149],"methods":[49,103,114,130],"have":[50],"been":[51],"developed":[52],"many":[54],"researchers":[55],"improve":[57],"quality":[59],"(visibility":[60],"highlight":[62],"richer":[63],"details)":[64],"of":[65,73,100,128,144],"images.":[67],"This":[68],"paper":[69],"introduces":[70],"overview":[72],"state-of-the-art":[74],"techniques":[80],"classifies":[82],"approaches":[84],"two":[86,102],"categories:":[87],"(physical-based":[90],"model)":[91],"(nonphysical-based":[95],"model).":[96],"Furthermore,":[97],"classification":[99],"elaborated.":[105],"Then,":[106],"typical":[108],"are":[115,158],"discussed":[116],"detail,":[118],"as":[119,121],"well":[120],"comprehensive":[123],"study":[124],"fair":[126],"evaluation":[127],"carried":[132],"out":[133],"both":[135],"qualitative":[136],"quantitative":[138],"perspectives.":[139],"Finally,":[140],"research":[142,157],"process":[143],"summarized":[151],"suggestions":[154],"for":[155],"future":[156],"prospected.":[159]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":18},{"year":2023,"cited_by_count":21},{"year":2022,"cited_by_count":23},{"year":2021,"cited_by_count":19},{"year":2020,"cited_by_count":11}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}