{"id":"https://openalex.org/W2604999192","doi":"https://doi.org/10.1109/icpr.2016.7900293","title":"Multi-scale underwater descattering","display_name":"Multi-scale underwater descattering","publication_year":2016,"publication_date":"2016-12-01","ids":{"openalex":"https://openalex.org/W2604999192","doi":"https://doi.org/10.1109/icpr.2016.7900293","mag":"2604999192"},"language":"en","primary_location":{"id":"doi:10.1109/icpr.2016.7900293","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr.2016.7900293","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 23rd International Conference on Pattern Recognition (ICPR)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/2078.1/181060","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103269159","display_name":"Cosmin Ancu\u021bi","orcid":"https://orcid.org/0000-0002-2151-804X"},"institutions":[{"id":"https://openalex.org/I251424209","display_name":"University of Girona","ror":"https://ror.org/01xdxns91","country_code":"ES","type":"education","lineage":["https://openalex.org/I251424209"]},{"id":"https://openalex.org/I95674353","display_name":"UCLouvain","ror":"https://ror.org/02495e989","country_code":"BE","type":"education","lineage":["https://openalex.org/I95674353"]}],"countries":["BE","ES"],"is_corresponding":true,"raw_author_name":"Cosmin Ancuti","raw_affiliation_strings":["Universitat de Girona, Girona, Catalunya, ES","Universite catholique de Louvain, Louvain-la-Neuve, BE"],"affiliations":[{"raw_affiliation_string":"Universitat de Girona, Girona, Catalunya, ES","institution_ids":["https://openalex.org/I251424209"]},{"raw_affiliation_string":"Universite catholique de Louvain, Louvain-la-Neuve, BE","institution_ids":["https://openalex.org/I95674353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089345415","display_name":"Codruta O. Ancuti","orcid":"https://orcid.org/0000-0001-8782-4341"},"institutions":[{"id":"https://openalex.org/I95674353","display_name":"UCLouvain","ror":"https://ror.org/02495e989","country_code":"BE","type":"education","lineage":["https://openalex.org/I95674353"]},{"id":"https://openalex.org/I251424209","display_name":"University of Girona","ror":"https://ror.org/01xdxns91","country_code":"ES","type":"education","lineage":["https://openalex.org/I251424209"]}],"countries":["BE","ES"],"is_corresponding":false,"raw_author_name":"Codruta O. Ancuti","raw_affiliation_strings":["Universitat de Girona, Girona, Catalunya, ES","Universite catholique de Louvain, Louvain-la-Neuve, BE"],"affiliations":[{"raw_affiliation_string":"Universitat de Girona, Girona, Catalunya, ES","institution_ids":["https://openalex.org/I251424209"]},{"raw_affiliation_string":"Universite catholique de Louvain, Louvain-la-Neuve, BE","institution_ids":["https://openalex.org/I95674353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012049713","display_name":"Christophe De Vleeschouwer","orcid":"https://orcid.org/0000-0001-5049-2929"},"institutions":[{"id":"https://openalex.org/I95674353","display_name":"UCLouvain","ror":"https://ror.org/02495e989","country_code":"BE","type":"education","lineage":["https://openalex.org/I95674353"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Christophe De Vleeschouwer","raw_affiliation_strings":["Universite catholique de Louvain, Louvain-la-Neuve, BE"],"affiliations":[{"raw_affiliation_string":"Universite catholique de Louvain, Louvain-la-Neuve, BE","institution_ids":["https://openalex.org/I95674353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033242656","display_name":"Rafael Garc\u00eda","orcid":"https://orcid.org/0000-0002-1681-6229"},"institutions":[{"id":"https://openalex.org/I251424209","display_name":"University of Girona","ror":"https://ror.org/01xdxns91","country_code":"ES","type":"education","lineage":["https://openalex.org/I251424209"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Rafael Garcia","raw_affiliation_strings":["Universitat de Girona, Girona, Catalunya, ES"],"affiliations":[{"raw_affiliation_string":"Universitat de Girona, Girona, Catalunya, ES","institution_ids":["https://openalex.org/I251424209"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075463806","display_name":"Alan C. Bovik","orcid":"https://orcid.org/0000-0001-6067-710X"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alan C. Bovik","raw_affiliation_strings":["University of Texas at Austin, Austin, TX, US"],"affiliations":[{"raw_affiliation_string":"University of Texas at Austin, Austin, TX, US","institution_ids":["https://openalex.org/I86519309"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5103269159"],"corresponding_institution_ids":["https://openalex.org/I251424209","https://openalex.org/I95674353"],"apc_list":null,"apc_paid":null,"fwci":4.3926,"has_fulltext":false,"cited_by_count":55,"citation_normalized_percentile":{"value":0.96535184,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"4202","last_page":"4207"},"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9997000098228455,"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/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":0.9986000061035156,"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/fuse","display_name":"Fuse (electrical)","score":0.8092416524887085},{"id":"https://openalex.org/keywords/underwater","display_name":"Underwater","score":0.7477197647094727},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7261495590209961},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7096817493438721},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6699671149253845},{"id":"https://openalex.org/keywords/attenuation","display_name":"Attenuation","score":0.5873154401779175},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.5178587436676025},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.45660853385925293},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.430819571018219},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.22645121812820435},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.15286681056022644},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.10132130980491638}],"concepts":[{"id":"https://openalex.org/C141353440","wikidata":"https://www.wikidata.org/wiki/Q182221","display_name":"Fuse (electrical)","level":2,"score":0.8092416524887085},{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.7477197647094727},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7261495590209961},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7096817493438721},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6699671149253845},{"id":"https://openalex.org/C184652730","wikidata":"https://www.wikidata.org/wiki/Q2357982","display_name":"Attenuation","level":2,"score":0.5873154401779175},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.5178587436676025},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.45660853385925293},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.430819571018219},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.22645121812820435},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.15286681056022644},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10132130980491638},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"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/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/icpr.2016.7900293","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icpr.2016.7900293","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 23rd International Conference on Pattern Recognition (ICPR)","raw_type":"proceedings-article"},{"id":"pmh:oai:dial.uclouvain.be:boreal:181060","is_oa":true,"landing_page_url":"http://hdl.handle.net/2078.1/181060","pdf_url":null,"source":{"id":"https://openalex.org/S4306401902","display_name":"Digital Access to Libraries (Universit\u00e9 catholique de Louvain (UCL), l'Universit\u00e9 de Namur (UNamur) and the Universit\u00e9 Saint-Louis (USL-B))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I95674353","host_organization_name":"UCLouvain","host_organization_lineage":["https://openalex.org/I95674353"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:dial.uclouvain.be:boreal:196858","is_oa":true,"landing_page_url":"http://hdl.handle.net/2078.1/196858","pdf_url":null,"source":{"id":"https://openalex.org/S4306401902","display_name":"Digital Access to Libraries (Universit\u00e9 catholique de Louvain (UCL), l'Universit\u00e9 de Namur (UNamur) and the Universit\u00e9 Saint-Louis (USL-B))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I95674353","host_organization_name":"UCLouvain","host_organization_lineage":["https://openalex.org/I95674353"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:dial.uclouvain.be:boreal:181060","is_oa":true,"landing_page_url":"http://hdl.handle.net/2078.1/181060","pdf_url":null,"source":{"id":"https://openalex.org/S4306401902","display_name":"Digital Access to Libraries (Universit\u00e9 catholique de Louvain (UCL), l'Universit\u00e9 de Namur (UNamur) and the Universit\u00e9 Saint-Louis (USL-B))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I95674353","host_organization_name":"UCLouvain","host_organization_lineage":["https://openalex.org/I95674353"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","score":0.699999988079071,"display_name":"Life below water"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1486709239","https://openalex.org/W1494869093","https://openalex.org/W1552073401","https://openalex.org/W1644173899","https://openalex.org/W1971693194","https://openalex.org/W1973569872","https://openalex.org/W1976263166","https://openalex.org/W1976648516","https://openalex.org/W1983445572","https://openalex.org/W1990592195","https://openalex.org/W1998393535","https://openalex.org/W2001933992","https://openalex.org/W2007466883","https://openalex.org/W2009071067","https://openalex.org/W2028990532","https://openalex.org/W2036432730","https://openalex.org/W2046621284","https://openalex.org/W2062567349","https://openalex.org/W2070604790","https://openalex.org/W2081140338","https://openalex.org/W2091420866","https://openalex.org/W2100470808","https://openalex.org/W2103504761","https://openalex.org/W2107297509","https://openalex.org/W2114867966","https://openalex.org/W2128254161","https://openalex.org/W2132721627","https://openalex.org/W2135001643","https://openalex.org/W2146452289","https://openalex.org/W2153991177","https://openalex.org/W2155586404","https://openalex.org/W2163464561","https://openalex.org/W2334288826","https://openalex.org/W2508647300","https://openalex.org/W2564796972","https://openalex.org/W2997095758","https://openalex.org/W3015652714","https://openalex.org/W3215985143","https://openalex.org/W6629093716","https://openalex.org/W6629497632","https://openalex.org/W6632860249","https://openalex.org/W6647720530","https://openalex.org/W6702844794","https://openalex.org/W6804309128"],"related_works":["https://openalex.org/W3000097931","https://openalex.org/W2354322770","https://openalex.org/W4237547500","https://openalex.org/W1570848052","https://openalex.org/W2373192430","https://openalex.org/W4239268388","https://openalex.org/W1537496349","https://openalex.org/W2379407973","https://openalex.org/W4243305035","https://openalex.org/W2350267540"],"abstract_inverted_index":{"Underwater":[0],"images":[1,122],"suffer":[2],"from":[3,134],"severe":[4],"perceptual/visual":[5],"degradation,":[6],"due":[7],"to":[8,35,47,111,119,152,156,182,200],"the":[9,19,30,37,43,49,64,91,97,103,114,121,135,140,143,153,161,206],"dense":[10],"and":[11,16,41,60,127,179,191,217],"non-uniform":[12],"medium,":[13],"causing":[14],"scattering":[15],"attenuation":[17,39],"of":[18,57,63,99,105,113,142,213],"propagated":[20],"light":[21,38,45,93],"that":[22,89],"is":[23,146],"sensed.":[24],"Typical":[25],"restoration":[26],"methods":[27],"rely":[28],"on":[29,96,209],"popular":[31],"Dark":[32],"Channel":[33],"Prior":[34],"estimate":[36],"factor,":[40],"subtract":[42],"back-scattered":[44,65,92],"influence":[46],"invert":[48],"underwater":[50,70,211],"imaging":[51],"model.":[52],"However,":[53],"as":[54,148],"a":[55,86,100,149,172],"consequence":[56],"using":[58,176],"approximate":[59],"global":[61],"estimates":[62,90],"light,":[66],"most":[67],"existing":[68],"single-image":[69],"descattering":[71],"techniques":[72],"perform":[73,187],"poorly":[74],"when":[75],"restoring":[76],"non-uniformly":[77],"illuminated":[78],"scenes.":[79],"To":[80,107],"mitigate":[81],"this":[82],"problem,":[83],"we":[84,117],"introduce":[85],"novel":[87],"approach":[88],"locally,":[94],"based":[95],"observation":[98],"neighborhood":[101,115],"around":[102],"pixel":[104],"interest.":[106],"circumvent":[108],"issue":[109],"related":[110],"selection":[112],"size,":[116],"propose":[118],"fuse":[120],"obtained":[123],"over":[124],"both":[125],"small":[126],"large":[128],"neighborhoods,":[129],"each":[130,184],"capturing":[131],"distinct":[132],"features":[133],"input":[136,151],"image.":[137,163],"In":[138,198],"addition,":[139],"Laplacian":[141],"original":[144],"image":[145],"provided":[147],"third":[150],"fusion":[154,174],"process,":[155],"enhance":[157],"texture":[158],"details":[159],"in":[160],"reconstructed":[162],"These":[164],"three":[165],"derived":[166],"inputs":[167],"are":[168],"seamlessly":[169],"blended":[170],"via":[171],"multi-scale":[173],"approach,":[175],"saliency,":[177],"contrast,":[178],"saturation":[180],"metrics":[181],"weight":[183],"input.":[185],"We":[186],"an":[188],"extensive":[189],"qualitative":[190],"quantitative":[192],"evaluation":[193],"against":[194],"several":[195],"specialized":[196],"techniques.":[197],"addition":[199],"its":[201],"simplicity,":[202],"our":[203],"method":[204],"outperforms":[205],"previous":[207],"art":[208],"extreme":[210],"cases":[212],"artificial":[214],"ambient":[215],"illumination":[216],"high":[218],"water":[219],"turbidity.":[220]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":15},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":5}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}