{"id":"https://openalex.org/W3204251553","doi":"https://doi.org/10.1109/tgrs.2021.3110575","title":"TEBCF: Real-World Underwater Image Texture Enhancement Model Based on Blurriness and Color Fusion","display_name":"TEBCF: Real-World Underwater Image Texture Enhancement Model Based on Blurriness and Color Fusion","publication_year":2021,"publication_date":"2021-10-06","ids":{"openalex":"https://openalex.org/W3204251553","doi":"https://doi.org/10.1109/tgrs.2021.3110575","mag":"3204251553"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2021.3110575","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2021.3110575","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Geoscience and Remote Sensing","raw_type":"journal-article"},"type":"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/A5019120428","display_name":"Jieyu Yuan","orcid":"https://orcid.org/0000-0002-9736-0920"},"institutions":[{"id":"https://openalex.org/I111950717","display_name":"Macau University of Science and Technology","ror":"https://ror.org/03jqs2n27","country_code":"MO","type":"education","lineage":["https://openalex.org/I111950717","https://openalex.org/I4391767947"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Jieyu Yuan","raw_affiliation_strings":["Faculty of Information Technology, Macau University of Science and Technology, Taipa, Macau"],"raw_orcid":"https://orcid.org/0000-0002-9736-0920","affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Macau University of Science and Technology, Taipa, Macau","institution_ids":["https://openalex.org/I111950717"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011596136","display_name":"Zhanchuan Cai","orcid":"https://orcid.org/0000-0002-6954-7691"},"institutions":[{"id":"https://openalex.org/I111950717","display_name":"Macau University of Science and Technology","ror":"https://ror.org/03jqs2n27","country_code":"MO","type":"education","lineage":["https://openalex.org/I111950717","https://openalex.org/I4391767947"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Zhanchuan Cai","raw_affiliation_strings":["Faculty of Information Technology, Macau University of Science and Technology, Taipa, Macau"],"raw_orcid":"https://orcid.org/0000-0002-6954-7691","affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Macau University of Science and Technology, Taipa, Macau","institution_ids":["https://openalex.org/I111950717"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090316208","display_name":"Wei Cao","orcid":"https://orcid.org/0000-0003-2860-0262"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Cao","raw_affiliation_strings":["School of Information Technology, Beijing Institute of Technology, Zhuhai, China"],"raw_orcid":"https://orcid.org/0000-0003-2860-0262","affiliations":[{"raw_affiliation_string":"School of Information Technology, Beijing Institute of Technology, Zhuhai, China","institution_ids":["https://openalex.org/I125839683"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.8779,"has_fulltext":false,"cited_by_count":130,"citation_normalized_percentile":{"value":0.97844892,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"60","issue":null,"first_page":"1","last_page":"15"},"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":0.9995999932289124,"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":0.9976000189781189,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.8117783069610596},{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.7187135219573975},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6974409222602844},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6424861550331116},{"id":"https://openalex.org/keywords/color-space","display_name":"Color space","score":0.5934121012687683},{"id":"https://openalex.org/keywords/color-image","display_name":"Color image","score":0.524226725101471},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5241934657096863},{"id":"https://openalex.org/keywords/brightness","display_name":"Brightness","score":0.5131352543830872},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.49162155389785767},{"id":"https://openalex.org/keywords/underwater","display_name":"Underwater","score":0.4895668923854828},{"id":"https://openalex.org/keywords/image-fusion","display_name":"Image fusion","score":0.4750247597694397},{"id":"https://openalex.org/keywords/hsl-and-hsv","display_name":"HSL and HSV","score":0.4301055073738098},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2700442671775818},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.25169801712036133},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.14745348691940308},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.12793311476707458},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.08730274438858032}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8117783069610596},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.7187135219573975},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6974409222602844},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6424861550331116},{"id":"https://openalex.org/C2961294","wikidata":"https://www.wikidata.org/wiki/Q166863","display_name":"Color space","level":3,"score":0.5934121012687683},{"id":"https://openalex.org/C142616399","wikidata":"https://www.wikidata.org/wiki/Q5148604","display_name":"Color image","level":4,"score":0.524226725101471},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5241934657096863},{"id":"https://openalex.org/C125245961","wikidata":"https://www.wikidata.org/wiki/Q221656","display_name":"Brightness","level":2,"score":0.5131352543830872},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.49162155389785767},{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.4895668923854828},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.4750247597694397},{"id":"https://openalex.org/C36372059","wikidata":"https://www.wikidata.org/wiki/Q376492","display_name":"HSL and HSV","level":3,"score":0.4301055073738098},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2700442671775818},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.25169801712036133},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.14745348691940308},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12793311476707458},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.08730274438858032},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C2522874641","wikidata":"https://www.wikidata.org/wiki/Q808","display_name":"Virus","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2021.3110575","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2021.3110575","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Geoscience and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life below water","id":"https://metadata.un.org/sdg/14","score":0.8100000023841858}],"awards":[{"id":"https://openalex.org/G8074933934","display_name":null,"funder_award_id":"OFSLRSS201901","funder_id":"https://openalex.org/F4320326981","funder_display_name":"State Key Laboratory of Remote Sensing Science"},{"id":"https://openalex.org/G8777501822","display_name":null,"funder_award_id":"VRLAB2019C02","funder_id":"https://openalex.org/F4320321125","funder_display_name":"Beihang University"}],"funders":[{"id":"https://openalex.org/F4320321125","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56"},{"id":"https://openalex.org/F4320326981","display_name":"State Key Laboratory of Remote Sensing Science","ror":"https://ror.org/05wzjqa24"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W1552073401","https://openalex.org/W1644173899","https://openalex.org/W1968707439","https://openalex.org/W1979666307","https://openalex.org/W2002198246","https://openalex.org/W2041285268","https://openalex.org/W2055447163","https://openalex.org/W2055726479","https://openalex.org/W2081140338","https://openalex.org/W2082968119","https://openalex.org/W2091420866","https://openalex.org/W2100470808","https://openalex.org/W2100738276","https://openalex.org/W2107815783","https://openalex.org/W2125188192","https://openalex.org/W2128254161","https://openalex.org/W2135001643","https://openalex.org/W2140112383","https://openalex.org/W2145023731","https://openalex.org/W2151103935","https://openalex.org/W2155586404","https://openalex.org/W2181646778","https://openalex.org/W2287129901","https://openalex.org/W2331952345","https://openalex.org/W2474516010","https://openalex.org/W2489652676","https://openalex.org/W2518096571","https://openalex.org/W2587107113","https://openalex.org/W2741564377","https://openalex.org/W2746518190","https://openalex.org/W2763503841","https://openalex.org/W2767009334","https://openalex.org/W2772738902","https://openalex.org/W2790284570","https://openalex.org/W2892249564","https://openalex.org/W2952268784","https://openalex.org/W2955671895","https://openalex.org/W2962793481","https://openalex.org/W2964088115","https://openalex.org/W2966501856","https://openalex.org/W2971483169","https://openalex.org/W2977375802","https://openalex.org/W2987927713","https://openalex.org/W2990026423","https://openalex.org/W2990176100","https://openalex.org/W2994899984","https://openalex.org/W2997763120","https://openalex.org/W2999811308","https://openalex.org/W3006777311","https://openalex.org/W3016244469","https://openalex.org/W3019537064","https://openalex.org/W3035082476","https://openalex.org/W3063016731","https://openalex.org/W3099562471","https://openalex.org/W3103227769","https://openalex.org/W3136140595","https://openalex.org/W6764816812"],"related_works":["https://openalex.org/W2364571238","https://openalex.org/W2076371382","https://openalex.org/W2009825974","https://openalex.org/W2103827867","https://openalex.org/W4366200993","https://openalex.org/W2777746912","https://openalex.org/W2939643258","https://openalex.org/W2907149038","https://openalex.org/W2325737915","https://openalex.org/W2737324262"],"abstract_inverted_index":{"Real-world":[0],"underwater":[1,23,212],"images":[2,24],"suffer":[3],"from":[4,112],"quality":[5],"degeneration":[6],"caused":[7],"by":[8,88],"the":[9,19,26,35,41,53,58,86,95,113,117,135,140,147,153,156,164,170,177,182,208],"scattering":[10],"and":[11,31,38,109,138,194,206],"absorption":[12],"of":[13,18,29,146,155,191,210],"light":[14],"propagation.":[15],"The":[16,99,143],"damage":[17],"detailed":[20],"textures":[21,60,184],"in":[22,94,116,203],"shows":[25,200],"negative":[27],"effect":[28],"detection":[30],"recognition.":[32],"To":[33,56],"recovery":[34],"image":[36,46,54,59,183],"visibility":[37],"sharpness":[39,87],"for":[40,51],"above":[42],"applications,":[43],"a":[44,66],"new":[45,71],"enhancement":[47],"method":[48,179,198],"is":[49,82,102,131,159],"proposed":[50,178],"extracting":[52],"textures.":[55],"enhance":[57,134],"with":[61,169],"high":[62],"quality,":[63],"we":[64],"propose":[65],"multiscale":[67],"fusion":[68,72,157],"enhancement.":[69],"Two":[70],"inputs":[73,149],"are":[74,150],"built":[75],"on":[76,105,186],"different":[77],"color":[78,110,115,125,141],"methods.":[79],"One":[80],"input":[81,101,130],"devoted":[83],"to":[84,133,162],"improve":[85],"contrast-based":[89],"dark":[90],"channel":[91],"prior":[92],"dehazing":[93],"red\u2013green\u2013blue":[96],"(RGB)":[97],"model.":[98,128],"other":[100],"designed":[103],"based":[104,185],"multiple":[106],"morphological":[107],"operation":[108],"compensation":[111],"opponent":[114],"CIE":[118],"<inline-formula":[119],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[120],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[121],"<tex-math":[122],"notation=\"LaTeX\">$1976~L^{\\ast}a^{\\ast}b^{\\ast}$":[123],"</tex-math></inline-formula>":[124],"space":[126],"(CIELAB)":[127],"This":[129],"used":[132],"counter":[136],"brightness":[137],"adjust":[139],"distribution.":[142],"dominant":[144],"features":[145],"two":[148],"merged.":[151],"Therefore,":[152],"contrast":[154],"output":[158],"enhanced":[160,166],"adaptively":[161],"recover":[163],"final":[165],"result.":[167],"Compared":[168],"state-of-the-art":[171],"methods,":[172],"our":[173,197],"results":[174],"reveal":[175],"that":[176],"can":[180],"enrich":[181],"an":[187],"impressive":[188],"visual":[189],"perception":[190],"contrast,":[192],"saturation,":[193],"sharpness.":[195],"Moreover,":[196],"also":[199],"strong":[201],"robustness":[202],"challenge":[204],"scenes":[205],"improves":[207],"performance":[209],"several":[211],"applications.":[213]},"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":46},{"year":2024,"cited_by_count":40},{"year":2023,"cited_by_count":26},{"year":2022,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}