{"id":"https://openalex.org/W2054008597","doi":"https://doi.org/10.1109/socpar.2011.6089128","title":"Review on state of art image enhancement and restoration methods for a vision based driver assistance system with De-weathering","display_name":"Review on state of art image enhancement and restoration methods for a vision based driver assistance system with De-weathering","publication_year":2011,"publication_date":"2011-10-01","ids":{"openalex":"https://openalex.org/W2054008597","doi":"https://doi.org/10.1109/socpar.2011.6089128","mag":"2054008597"},"language":"en","primary_location":{"id":"doi:10.1109/socpar.2011.6089128","is_oa":false,"landing_page_url":"https://doi.org/10.1109/socpar.2011.6089128","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 International Conference of Soft Computing and Pattern Recognition (SoCPaR)","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/A5072734152","display_name":"Achala Aponso","orcid":"https://orcid.org/0000-0002-7256-365X"},"institutions":[{"id":"https://openalex.org/I6358929","display_name":"Informatics Institute of Technology","ror":"https://ror.org/02366kp40","country_code":"LK","type":"education","lineage":["https://openalex.org/I6358929"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Achala Chathuranga Aponso","raw_affiliation_strings":["Department of Computing, Informatics Institute of Technology, University of Westminster, Colombo, Sri Lanka","Department of Computing, Informatics Institute of Technology, University of Westminster, Colombo, Sri Lanka#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing, Informatics Institute of Technology, University of Westminster, Colombo, Sri Lanka","institution_ids":["https://openalex.org/I6358929"]},{"raw_affiliation_string":"Department of Computing, Informatics Institute of Technology, University of Westminster, Colombo, Sri Lanka#TAB#","institution_ids":["https://openalex.org/I6358929"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038323647","display_name":"Naomi Krishnarajah","orcid":null},"institutions":[{"id":"https://openalex.org/I6358929","display_name":"Informatics Institute of Technology","ror":"https://ror.org/02366kp40","country_code":"LK","type":"education","lineage":["https://openalex.org/I6358929"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Naomi Krishnarajah","raw_affiliation_strings":["Department of Computing, Informatics Institute of Technology, University of Westminster, Colombo, Sri Lanka","Department of Computing, Informatics Institute of Technology, University of Westminster, Colombo, Sri Lanka#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing, Informatics Institute of Technology, University of Westminster, Colombo, Sri Lanka","institution_ids":["https://openalex.org/I6358929"]},{"raw_affiliation_string":"Department of Computing, Informatics Institute of Technology, University of Westminster, Colombo, Sri Lanka#TAB#","institution_ids":["https://openalex.org/I6358929"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I6358929"],"apc_list":null,"apc_paid":null,"fwci":1.1889,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.80802071,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"135","last_page":"140"},"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":0.9959999918937683,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9914000034332275,"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/visibility","display_name":"Visibility","score":0.7603228688240051},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6471288204193115},{"id":"https://openalex.org/keywords/haze","display_name":"Haze","score":0.5928328037261963},{"id":"https://openalex.org/keywords/advanced-driver-assistance-systems","display_name":"Advanced driver assistance systems","score":0.5218626260757446},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4745774269104004},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.47272342443466187},{"id":"https://openalex.org/keywords/machine-vision","display_name":"Machine vision","score":0.45245254039764404},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44587448239326477},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.12052863836288452},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09572085738182068}],"concepts":[{"id":"https://openalex.org/C123403432","wikidata":"https://www.wikidata.org/wiki/Q654068","display_name":"Visibility","level":2,"score":0.7603228688240051},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6471288204193115},{"id":"https://openalex.org/C79974267","wikidata":"https://www.wikidata.org/wiki/Q643546","display_name":"Haze","level":2,"score":0.5928328037261963},{"id":"https://openalex.org/C87833898","wikidata":"https://www.wikidata.org/wiki/Q1060280","display_name":"Advanced driver assistance systems","level":2,"score":0.5218626260757446},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4745774269104004},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.47272342443466187},{"id":"https://openalex.org/C5339829","wikidata":"https://www.wikidata.org/wiki/Q1425977","display_name":"Machine vision","level":2,"score":0.45245254039764404},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44587448239326477},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.12052863836288452},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09572085738182068},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/socpar.2011.6089128","is_oa":false,"landing_page_url":"https://doi.org/10.1109/socpar.2011.6089128","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 International Conference of Soft Computing and Pattern Recognition (SoCPaR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W647739533","https://openalex.org/W1426897980","https://openalex.org/W1759950926","https://openalex.org/W1965572510","https://openalex.org/W1976056157","https://openalex.org/W1979330172","https://openalex.org/W1990592195","https://openalex.org/W1994272175","https://openalex.org/W2008393432","https://openalex.org/W2022605264","https://openalex.org/W2032352050","https://openalex.org/W2058333183","https://openalex.org/W2109618991","https://openalex.org/W2121880036","https://openalex.org/W2125500999","https://openalex.org/W2128723893","https://openalex.org/W2131908028","https://openalex.org/W2133251749","https://openalex.org/W2134907966","https://openalex.org/W2136118810","https://openalex.org/W2136417750","https://openalex.org/W2137345370","https://openalex.org/W2138874662","https://openalex.org/W2144343243","https://openalex.org/W2160352132","https://openalex.org/W2164260113","https://openalex.org/W2169510543","https://openalex.org/W2169753308","https://openalex.org/W2170201247","https://openalex.org/W6621221543","https://openalex.org/W6638064461","https://openalex.org/W6964689546"],"related_works":["https://openalex.org/W2377479197","https://openalex.org/W4360602179","https://openalex.org/W2360189371","https://openalex.org/W2898303697","https://openalex.org/W2310037518","https://openalex.org/W3111225517","https://openalex.org/W2357703469","https://openalex.org/W2383404717","https://openalex.org/W2363003319","https://openalex.org/W2611131363"],"abstract_inverted_index":{"The":[0,13,99],"mission":[1],"of":[2,31,73,77,88,96,102,131,156],"intelligent":[3],"vehicles":[4],"is":[5,47,59,105,137,141],"to":[6,26,49,106,151,187],"assist":[7],"the":[8,32,57,66,74,89,103,124,132,135,153,157,193],"driver":[9,21,33,67,125,196],"in":[10,24,41,81,149,165,185],"decision":[11],"making.":[12],"researchers":[14],"have":[15],"paid":[16],"attention":[17],"on":[18],"developing":[19],"various":[20],"assistance":[22,34,197],"systems":[23,35],"order":[25,150,186],"assure":[27],"road":[28,133],"safety.":[29],"Most":[30,87],"do":[36],"not":[37],"produce":[38],"accurate":[39],"results":[40],"poor":[42,60],"weather":[43,58,83,136],"conditions.":[44],"Poor":[45],"visibility":[46],"considered":[48],"be":[50],"a":[51,70,115,128,189],"main":[52,100],"reason":[53],"for":[54,114,145,192],"accidents.":[55],"When":[56],"(haze,":[61],"fog,":[62],"darkness,":[63],"snow":[64],"etc...)":[65],"cannot":[68],"get":[69],"clear":[71,129],"view":[72,130],"road.":[75],"Images":[76],"outdoor":[78,90],"scenes":[79],"captured":[80],"bad":[82],"are":[84,147,163],"severely":[85],"degraded.":[86],"vision":[91,194],"applications":[92],"require":[93],"robust":[94],"detection":[95],"image":[97,109,160,183],"features.":[98],"aim":[101],"paper":[104,167],"review":[107],"state-of-art":[108],"enhancement":[110,161],"and":[111,182],"restoration":[112],"methods":[113,162,181],"Vision":[116],"based":[117,177,180,195],"Driver":[118],"Assistance":[119],"System":[120],"which":[121],"will":[122],"help":[123],"by":[126],"providing":[127],"when":[134],"bad.":[138],"This":[139],"process":[140],"called":[142],"\u201cDe-weathering\u201d.":[143],"Reasons":[144],"degradation":[146],"explained":[148],"provide":[152],"scientific":[154],"background":[155],"problem.":[158],"Various":[159],"reviewed":[164],"this":[166],"such":[168],"as":[169],"interactive":[170],"de-weathering,":[171],"de-weathering":[172],"using":[173],"multiple":[174],"images,":[175],"model":[176],"methods,":[178],"non-model":[179],"de-noising,":[184],"find":[188],"suitable":[190],"approach":[191],"system.":[198]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":3}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
