{"id":"https://openalex.org/W2779235975","doi":"https://doi.org/10.1142/s0218001418540186","title":"Contrast Limited Adaptive Histogram Equalization-Based Fusion in YIQ and HSI Color Spaces for Underwater Image Enhancement","display_name":"Contrast Limited Adaptive Histogram Equalization-Based Fusion in YIQ and HSI Color Spaces for Underwater Image Enhancement","publication_year":2017,"publication_date":"2017-12-18","ids":{"openalex":"https://openalex.org/W2779235975","doi":"https://doi.org/10.1142/s0218001418540186","mag":"2779235975"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218001418540186","pdf_url":null,"source":{"id":"https://openalex.org/S41486457","display_name":"International Journal of Pattern Recognition and Artificial Intelligence","issn_l":"0218-0014","issn":["0218-0014","1793-6381"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-article","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/A5102288691","display_name":"Jinxiang Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]},{"id":"https://openalex.org/I4210108723","display_name":"Changzhou Institute of Technology","ror":"https://ror.org/020mrfq61","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210108723"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinxiang Ma","raw_affiliation_strings":["College of Computer and Information, Hohai University, Nanjing 210098, P. R. China","School of Electric and Photo-Electronic Engineering, Changzhou Institute of Technology, Changzhou 213032, P. R. China"],"affiliations":[{"raw_affiliation_string":"College of Computer and Information, Hohai University, Nanjing 210098, P. R. China","institution_ids":["https://openalex.org/I163340411"]},{"raw_affiliation_string":"School of Electric and Photo-Electronic Engineering, Changzhou Institute of Technology, Changzhou 213032, P. R. China","institution_ids":["https://openalex.org/I4210108723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101942264","display_name":"Xinnan Fan","orcid":"https://orcid.org/0000-0002-9114-5699"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]},{"id":"https://openalex.org/I4210141657","display_name":"Jiangsu Center for Collaborative Innovation in Geographical Information Resource Development and Application","ror":"https://ror.org/045yewh40","country_code":"CN","type":"facility","lineage":["https://openalex.org/I152031979","https://openalex.org/I4210141657"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xinnan Fan","raw_affiliation_strings":["College of IOT Engineering, Hohai University, Changzhou 213022, P. R. China","Jiangsu Provincial Collaborative Innovation Center of World Water Valley and Water Ecological Civilization, Nanjing 211100, P. R. China"],"affiliations":[{"raw_affiliation_string":"College of IOT Engineering, Hohai University, Changzhou 213022, P. R. China","institution_ids":["https://openalex.org/I163340411"]},{"raw_affiliation_string":"Jiangsu Provincial Collaborative Innovation Center of World Water Valley and Water Ecological Civilization, Nanjing 211100, P. R. China","institution_ids":["https://openalex.org/I4210141657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029827598","display_name":"Simon X. Yang","orcid":"https://orcid.org/0000-0002-6888-7993"},"institutions":[{"id":"https://openalex.org/I79817857","display_name":"University of Guelph","ror":"https://ror.org/01r7awg59","country_code":"CA","type":"education","lineage":["https://openalex.org/I79817857"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Simon X. Yang","raw_affiliation_strings":["Advanced Robotics and Intelligent Systems (ARIS) Lab, School of Engineering, University of Guelph, Guelph, Ontario, N1G 2W1, Canada"],"affiliations":[{"raw_affiliation_string":"Advanced Robotics and Intelligent Systems (ARIS) Lab, School of Engineering, University of Guelph, Guelph, Ontario, N1G 2W1, Canada","institution_ids":["https://openalex.org/I79817857"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100768031","display_name":"Xuewu Zhang","orcid":"https://orcid.org/0000-0001-6214-880X"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuewu Zhang","raw_affiliation_strings":["College of IOT Engineering, Hohai University, Changzhou 213022, P. R. China"],"affiliations":[{"raw_affiliation_string":"College of IOT Engineering, Hohai University, Changzhou 213022, P. R. China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107092611","display_name":"Xifang Zhu","orcid":"https://orcid.org/0000-0002-7504-3350"},"institutions":[{"id":"https://openalex.org/I4210108723","display_name":"Changzhou Institute of Technology","ror":"https://ror.org/020mrfq61","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210108723"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xifang Zhu","raw_affiliation_strings":["School of Electric and Photo-Electronic Engineering, Changzhou Institute of Technology, Changzhou 213032, P. R. China"],"affiliations":[{"raw_affiliation_string":"School of Electric and Photo-Electronic Engineering, Changzhou Institute of Technology, Changzhou 213032, P. R. China","institution_ids":["https://openalex.org/I4210108723"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101942264"],"corresponding_institution_ids":["https://openalex.org/I163340411","https://openalex.org/I4210141657"],"apc_list":null,"apc_paid":null,"fwci":3.755,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":126,"citation_normalized_percentile":{"value":0.889501,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"32","issue":"07","first_page":"1854018","last_page":"1854018"},"is_retracted":false,"is_paratext":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":0.9997,"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":0.999,"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/rgb-color-model","display_name":"RGB color model","score":0.78023815},{"id":"https://openalex.org/keywords/color-histogram","display_name":"Color histogram","score":0.72245646},{"id":"https://openalex.org/keywords/color-balance","display_name":"Color balance","score":0.6441735},{"id":"https://openalex.org/keywords/adaptive-histogram-equalization","display_name":"Adaptive histogram equalization","score":0.53354603},{"id":"https://openalex.org/keywords/color-normalization","display_name":"Color normalization","score":0.53228456},{"id":"https://openalex.org/keywords/rgb-color-space","display_name":"RGB color space","score":0.5280246},{"id":"https://openalex.org/keywords/color-depth","display_name":"Color depth","score":0.42363966},{"id":"https://openalex.org/keywords/hsl-and-hsv","display_name":"HSL and HSV","score":0.42091176}],"concepts":[{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.78023815},{"id":"https://openalex.org/C12043971","wikidata":"https://www.wikidata.org/wiki/Q2636542","display_name":"Color histogram","level":5,"score":0.72245646},{"id":"https://openalex.org/C2961294","wikidata":"https://www.wikidata.org/wiki/Q166863","display_name":"Color space","level":3,"score":0.7177841},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.70401704},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.66210276},{"id":"https://openalex.org/C159784718","wikidata":"https://www.wikidata.org/wiki/Q182571","display_name":"Color balance","level":5,"score":0.6441735},{"id":"https://openalex.org/C142616399","wikidata":"https://www.wikidata.org/wiki/Q5148604","display_name":"Color image","level":4,"score":0.5593225},{"id":"https://openalex.org/C30387639","wikidata":"https://www.wikidata.org/wiki/Q4680744","display_name":"Adaptive histogram equalization","level":5,"score":0.53354603},{"id":"https://openalex.org/C44404184","wikidata":"https://www.wikidata.org/wiki/Q5148620","display_name":"Color normalization","level":5,"score":0.53228456},{"id":"https://openalex.org/C84216515","wikidata":"https://www.wikidata.org/wiki/Q375677","display_name":"RGB color space","level":5,"score":0.5280246},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5137507},{"id":"https://openalex.org/C136943445","wikidata":"https://www.wikidata.org/wiki/Q1970240","display_name":"Histogram equalization","level":4,"score":0.48047227},{"id":"https://openalex.org/C91522604","wikidata":"https://www.wikidata.org/wiki/Q690110","display_name":"Color depth","level":5,"score":0.42363966},{"id":"https://openalex.org/C36372059","wikidata":"https://www.wikidata.org/wiki/Q376492","display_name":"HSL and HSV","level":3,"score":0.42091176},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39629447},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.28482947},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.24759212},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2012454},{"id":"https://openalex.org/C2522874641","wikidata":"https://www.wikidata.org/wiki/Q808","display_name":"Virus","level":2,"score":0.0},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218001418540186","pdf_url":null,"source":{"id":"https://openalex.org/S41486457","display_name":"International Journal of Pattern Recognition and Artificial Intelligence","issn_l":"0218-0014","issn":["0218-0014","1793-6381"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"No. 61671202"},{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"61573128"},{"funder":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities","award_id":"2015B25214"}],"datasets":[],"versions":[],"referenced_works_count":31,"referenced_works":["https://openalex.org/W1119591675","https://openalex.org/W1481556346","https://openalex.org/W1533162639","https://openalex.org/W1548800689","https://openalex.org/W1986086122","https://openalex.org/W2001412060","https://openalex.org/W2039530173","https://openalex.org/W2080713489","https://openalex.org/W2086773875","https://openalex.org/W2094185466","https://openalex.org/W2099015219","https://openalex.org/W2106402996","https://openalex.org/W2126664043","https://openalex.org/W2128254161","https://openalex.org/W2136118810","https://openalex.org/W2141247222","https://openalex.org/W2147421915","https://openalex.org/W2150721269","https://openalex.org/W2154408267","https://openalex.org/W2162342922","https://openalex.org/W2172920418","https://openalex.org/W2185336776","https://openalex.org/W2238665903","https://openalex.org/W2253376515","https://openalex.org/W2347036731","https://openalex.org/W2409521816","https://openalex.org/W2475339839","https://openalex.org/W2536722097","https://openalex.org/W2607527738","https://openalex.org/W3041646419","https://openalex.org/W4252813286"],"related_works":["https://openalex.org/W2916810246","https://openalex.org/W2589042415","https://openalex.org/W2349299344","https://openalex.org/W2120904863","https://openalex.org/W2117507819","https://openalex.org/W2094705558","https://openalex.org/W2091106311","https://openalex.org/W2080638327","https://openalex.org/W1981206111","https://openalex.org/W1806074025"],"abstract_inverted_index":{"To":[0],"improve":[1,188],"contrast":[2,29],"and":[3,14,50,60,74,92,146,167,186],"restore":[4],"color":[5,15,25,37,62,171],"for":[6,23,192],"underwater":[7,193],"images":[8,77,148],"without":[9],"suffering":[10],"from":[11,42],"insufficient":[12],"details":[13],"cast,":[16],"this":[17],"paper":[18],"proposes":[19],"a":[20,120,132],"fusion":[21],"algorithm":[22,54,114,162,180],"different":[24,47,67],"spaces":[26,63],"based":[27],"on":[28],"limited":[30],"adaptive":[31],"histogram":[32],"equalization":[33],"(CLAHE).":[34],"The":[35,155,178],"original":[36],"image":[38,137,175,190],"is":[39,139],"first":[40],"converted":[41,80],"RGB":[43,83,116],"space":[44],"to":[45,64,82,108,142,150],"two":[46,66],"spaces:":[48],"YIQ":[49,59,73],"HSI.":[51],"Then,":[52],"the":[53,72,86,98,103,112,126,144,152,160,189],"separately":[55],"applies":[56],"CLAHE":[57,113],"in":[58,97,115,125],"HSI":[61,75],"obtain":[65],"enhanced":[68,76],"images.":[69,194],"After":[70],"that,":[71],"are":[78,94],"respectively":[79],"back":[81],"space.":[84,117],"When":[85],"three":[87,104],"components":[88,105],"of":[89,170],"red,":[90],"green,":[91],"blue":[93],"not":[95],"coherent":[96],"YIQ-RGB":[99,145],"or":[100],"HSI-RGB":[101,147],"images,":[102],"will":[106],"have":[107],"be":[109],"harmonized":[110],"with":[111],"Finally,":[118],"using":[119],"4-direction":[121],"Sobel":[122],"edge":[123],"detector":[124],"bounded":[127],"general":[128],"logarithm":[129],"ratio":[130],"operation,":[131],"self-adaptive":[133],"weight":[134],"selection":[135],"nonlinear":[136],"enhancement":[138,166,176],"carried":[140],"out":[141],"fuse":[143],"together":[149],"achieve":[151],"final":[153],"image.":[154],"experimental":[156],"results":[157],"showed":[158],"that":[159],"proposed":[161,179],"provided":[163],"more":[164],"detail":[165],"higher":[168],"values":[169],"restoration":[172],"than":[173],"other":[174],"algorithms.":[177],"can":[181],"effectively":[182],"reduce":[183],"noise":[184],"interference":[185],"observably":[187],"quality":[191]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2779235975","counts_by_year":[{"year":2024,"cited_by_count":19},{"year":2023,"cited_by_count":26},{"year":2022,"cited_by_count":31},{"year":2021,"cited_by_count":19},{"year":2020,"cited_by_count":15},{"year":2019,"cited_by_count":13},{"year":2018,"cited_by_count":3}],"updated_date":"2024-12-31T11:14:38.490315","created_date":"2018-01-05"}