{"id":"https://openalex.org/W2892449464","doi":"https://doi.org/10.1109/ssiai.2018.8470347","title":"Underwater Image Restoration using Deep Networks to Estimate Background Light and Scene Depth","display_name":"Underwater Image Restoration using Deep Networks to Estimate Background Light and Scene Depth","publication_year":2018,"publication_date":"2018-04-01","ids":{"openalex":"https://openalex.org/W2892449464","doi":"https://doi.org/10.1109/ssiai.2018.8470347","mag":"2892449464"},"language":"en","primary_location":{"id":"doi:10.1109/ssiai.2018.8470347","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssiai.2018.8470347","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Southwest Symposium on Image Analysis and Interpretation (SSIAI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5006327901","display_name":"Keming Cao","orcid":"https://orcid.org/0000-0002-6398-2692"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Keming Cao","raw_affiliation_strings":["Department of Electrical and Computer Engineering, UC San Diego, La Jolla, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, UC San Diego, La Jolla, CA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016386447","display_name":"Yan\u2010Tsung Peng","orcid":"https://orcid.org/0000-0002-3802-1670"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yan-Tsung Peng","raw_affiliation_strings":["Department of Electrical and Computer Engineering, UC San Diego, La Jolla, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, UC San Diego, La Jolla, CA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068804724","display_name":"Pamela C. Cosman","orcid":"https://orcid.org/0000-0002-4012-0176"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pamela C. Cosman","raw_affiliation_strings":["Department of Electrical and Computer Engineering, UC San Diego, La Jolla, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, UC San Diego, La Jolla, CA","institution_ids":["https://openalex.org/I36258959"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I36258959"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":77,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"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/T10531","display_name":"Advanced Vision and Imaging","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"}},{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9983000159263611,"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":0.9247422218322754},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7590958476066589},{"id":"https://openalex.org/keywords/distortion","display_name":"Distortion (music)","score":0.6766645908355713},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6568392515182495},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6258298754692078},{"id":"https://openalex.org/keywords/image-restoration","display_name":"Image restoration","score":0.5811684727668762},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.5037822127342224},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.44971713423728943},{"id":"https://openalex.org/keywords/light-scattering","display_name":"Light scattering","score":0.44740110635757446},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.31354087591171265},{"id":"https://openalex.org/keywords/scattering","display_name":"Scattering","score":0.3009834885597229},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.2715945839881897},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.24500897526741028},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.15525734424591064},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.06696394085884094}],"concepts":[{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.9247422218322754},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7590958476066589},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.6766645908355713},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6568392515182495},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6258298754692078},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.5811684727668762},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.5037822127342224},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.44971713423728943},{"id":"https://openalex.org/C120456961","wikidata":"https://www.wikidata.org/wiki/Q210028","display_name":"Light scattering","level":3,"score":0.44740110635757446},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.31354087591171265},{"id":"https://openalex.org/C191486275","wikidata":"https://www.wikidata.org/wiki/Q210028","display_name":"Scattering","level":2,"score":0.3009834885597229},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.2715945839881897},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.24500897526741028},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.15525734424591064},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.06696394085884094},{"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/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/ssiai.2018.8470347","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssiai.2018.8470347","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Southwest Symposium on Image Analysis and Interpretation (SSIAI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","display_name":"Life below water","score":0.5699999928474426}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1968707439","https://openalex.org/W2009071067","https://openalex.org/W2028990532","https://openalex.org/W2089621500","https://openalex.org/W2128254161","https://openalex.org/W2156936307","https://openalex.org/W2171740948","https://openalex.org/W2181646778","https://openalex.org/W2256362396","https://openalex.org/W2294668072","https://openalex.org/W2474516010","https://openalex.org/W2488108222","https://openalex.org/W2519481857","https://openalex.org/W2587107113","https://openalex.org/W2951234442","https://openalex.org/W6652561641","https://openalex.org/W6672660170","https://openalex.org/W6685261749","https://openalex.org/W6722971801","https://openalex.org/W6726979445"],"related_works":["https://openalex.org/W1999583034","https://openalex.org/W3168963531","https://openalex.org/W2953138830","https://openalex.org/W3176162126","https://openalex.org/W3217214504","https://openalex.org/W3163022079","https://openalex.org/W3176779361","https://openalex.org/W2966516593","https://openalex.org/W2994899984","https://openalex.org/W4283515495"],"abstract_inverted_index":{"Images":[0],"taken":[1],"underwater":[2,17,64,72],"often":[3],"suffer":[4],"color":[5],"distortion":[6],"and":[7,14,29,59,70],"low":[8],"contrast":[9],"because":[10],"of":[11,25,37,77],"light":[12,58],"scattering":[13],"absorption.":[15],"An":[16],"image":[18,28],"can":[19],"be":[20],"modeled":[21],"as":[22],"a":[23,26,30],"blend":[24],"clear":[27],"background":[31,57],"light,":[32],"with":[33],"the":[34,41,44,75,78],"relative":[35],"amounts":[36],"each":[38],"determined":[39],"by":[40],"depth":[42],"from":[43],"camera.":[45],"In":[46],"this":[47],"paper,":[48],"we":[49],"propose":[50],"two":[51],"neural":[52],"network":[53],"structures":[54],"to":[55,62],"estimate":[56],"scene":[60],"depth,":[61],"restore":[63],"images.":[65],"Experimental":[66],"results":[67],"on":[68],"synthetic":[69],"real":[71],"images":[73],"demonstrate":[74],"effectiveness":[76],"proposed":[79],"method.":[80]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":17},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":5}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}