{"id":"https://openalex.org/W3163896636","doi":"https://doi.org/10.1109/icce-berlin.2014.7034265","title":"Underwater image quality enhancement through composition of dual-intensity images and Rayleigh-stretching","display_name":"Underwater image quality enhancement through composition of dual-intensity images and Rayleigh-stretching","publication_year":2014,"publication_date":"2014-09-01","ids":{"openalex":"https://openalex.org/W3163896636","doi":"https://doi.org/10.1109/icce-berlin.2014.7034265","mag":"3163896636"},"language":"en","primary_location":{"id":"doi:10.1109/icce-berlin.2014.7034265","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce-berlin.2014.7034265","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Fourth International Conference on Consumer Electronics Berlin (ICCE-Berlin)","raw_type":"proceedings-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/A5003069760","display_name":"Ahmad Shahrizan Abdul Ghani","orcid":"https://orcid.org/0000-0003-0442-7629"},"institutions":[{"id":"https://openalex.org/I139322472","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63","country_code":"MY","type":"education","lineage":["https://openalex.org/I139322472"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Ahmad Shahrizan Abdul Ghani","raw_affiliation_strings":["Universiti Sains Malaysia, Minden, Pulau Pinang, MY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universiti Sains Malaysia, Minden, Pulau Pinang, MY","institution_ids":["https://openalex.org/I139322472"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077500785","display_name":"Nor Ashidi Mat Isa","orcid":"https://orcid.org/0000-0002-2675-4914"},"institutions":[{"id":"https://openalex.org/I139322472","display_name":"Universiti Sains Malaysia","ror":"https://ror.org/02rgb2k63","country_code":"MY","type":"education","lineage":["https://openalex.org/I139322472"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Nor Ashidi Mat Isa","raw_affiliation_strings":["Universiti Sains Malaysia, Minden, Pulau Pinang, MY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universiti Sains Malaysia, Minden, Pulau Pinang, MY","institution_ids":["https://openalex.org/I139322472"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2472,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.66271073,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"219","last_page":"220"},"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":0.9990000128746033,"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/T11666","display_name":"Color Science and Applications","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hue","display_name":"Hue","score":0.7255200743675232},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7006562352180481},{"id":"https://openalex.org/keywords/underwater","display_name":"Underwater","score":0.6775110960006714},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6475294232368469},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.5632209777832031},{"id":"https://openalex.org/keywords/color-correction","display_name":"Color correction","score":0.5607354044914246},{"id":"https://openalex.org/keywords/attenuation","display_name":"Attenuation","score":0.5555412173271179},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.5427234172821045},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5334128737449646},{"id":"https://openalex.org/keywords/hsl-and-hsv","display_name":"HSL and HSV","score":0.5082847476005554},{"id":"https://openalex.org/keywords/gamma-correction","display_name":"Gamma correction","score":0.47404834628105164},{"id":"https://openalex.org/keywords/color-image","display_name":"Color image","score":0.4230971932411194},{"id":"https://openalex.org/keywords/image-enhancement","display_name":"Image enhancement","score":0.4190184473991394},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.40016961097717285},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.3892021179199219},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.35586780309677124},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2433210015296936},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.18915310502052307}],"concepts":[{"id":"https://openalex.org/C126537357","wikidata":"https://www.wikidata.org/wiki/Q372948","display_name":"Hue","level":2,"score":0.7255200743675232},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7006562352180481},{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.6775110960006714},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6475294232368469},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.5632209777832031},{"id":"https://openalex.org/C2779495555","wikidata":"https://www.wikidata.org/wiki/Q5148596","display_name":"Color correction","level":3,"score":0.5607354044914246},{"id":"https://openalex.org/C184652730","wikidata":"https://www.wikidata.org/wiki/Q2357982","display_name":"Attenuation","level":2,"score":0.5555412173271179},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.5427234172821045},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5334128737449646},{"id":"https://openalex.org/C36372059","wikidata":"https://www.wikidata.org/wiki/Q376492","display_name":"HSL and HSV","level":3,"score":0.5082847476005554},{"id":"https://openalex.org/C17916492","wikidata":"https://www.wikidata.org/wiki/Q1144257","display_name":"Gamma correction","level":3,"score":0.47404834628105164},{"id":"https://openalex.org/C142616399","wikidata":"https://www.wikidata.org/wiki/Q5148604","display_name":"Color image","level":4,"score":0.4230971932411194},{"id":"https://openalex.org/C3017601658","wikidata":"https://www.wikidata.org/wiki/Q545981","display_name":"Image enhancement","level":3,"score":0.4190184473991394},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.40016961097717285},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.3892021179199219},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.35586780309677124},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2433210015296936},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.18915310502052307},{"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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C2522874641","wikidata":"https://www.wikidata.org/wiki/Q808","display_name":"Virus","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icce-berlin.2014.7034265","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce-berlin.2014.7034265","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Fourth International Conference on Consumer Electronics Berlin (ICCE-Berlin)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life below water","score":0.550000011920929,"id":"https://metadata.un.org/sdg/14"},{"display_name":"Clean water and sanitation","score":0.4099999964237213,"id":"https://metadata.un.org/sdg/6"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1942916330","https://openalex.org/W1975708316","https://openalex.org/W1983308175","https://openalex.org/W1992630087","https://openalex.org/W2041285268","https://openalex.org/W2062255345","https://openalex.org/W2069394887","https://openalex.org/W2069734445","https://openalex.org/W2082968119","https://openalex.org/W2094185466","https://openalex.org/W2107558608","https://openalex.org/W2121579674","https://openalex.org/W2133807827","https://openalex.org/W2135001643","https://openalex.org/W2139375301","https://openalex.org/W2141704978","https://openalex.org/W2141933366","https://openalex.org/W2145213600","https://openalex.org/W2145268773","https://openalex.org/W2145885328","https://openalex.org/W2157142340","https://openalex.org/W2160612306","https://openalex.org/W2162593906","https://openalex.org/W2163520935","https://openalex.org/W2181976407","https://openalex.org/W2182577984","https://openalex.org/W2405554011","https://openalex.org/W4285719527","https://openalex.org/W6685559290"],"related_works":["https://openalex.org/W2341761244","https://openalex.org/W3193517765","https://openalex.org/W1973784120","https://openalex.org/W4362711640","https://openalex.org/W4312711172","https://openalex.org/W2291355189","https://openalex.org/W4377969315","https://openalex.org/W2382893230","https://openalex.org/W4238961618","https://openalex.org/W3195722146"],"abstract_inverted_index":{"Quality":[0],"of":[1,10,16,21,38,47,51,58,129,153],"underwater":[2,40,52],"image":[3,76,88,115,118,135],"is":[4,69,77,111,119],"poor":[5],"due":[6],"to":[7,71,100,113],"the":[8,25,39,45,49,62,65,72,75,80,87,95,104,107,114,117,130,134,144],"environment":[9],"water":[11,17,26],"medium.":[12],"The":[13,54,127],"physical":[14],"property":[15],"medium":[18],"causes":[19],"attenuation":[20],"light":[22],"travels":[23],"through":[24],"medium,":[27],"resulting":[28],"in":[29,151],"low":[30],"contrast,":[31,154],"blur,":[32],"inhomogeneous":[33],"lighting,":[34],"and":[35,85,139,156],"color":[36,108,125,131,136],"diminishing":[37],"images.":[41],"This":[42],"paper":[43],"extends":[44],"methods":[46,150],"enhancing":[48],"quality":[50],"image.":[53],"proposed":[55,145],"method":[56,146],"consists":[57],"two":[59,90],"stages.":[60],"At":[61,103],"first":[63,120],"stage,":[64,106],"contrast":[66],"correction":[67,109],"technique":[68,110],"applied":[70,78,112],"image,":[73],"where":[74,116],"with":[79,98],"modified":[81],"Von":[82],"Kreis":[83],"hypothesis":[84],"stretching":[86],"into":[89,122],"different":[91],"intensity":[92],"images":[93],"at":[94],"average":[96],"value":[97],"respects":[99],"Rayleigh":[101],"distribution.":[102],"second":[105],"converted":[121],"hue-saturation-value":[123],"(HSV)":[124],"model.":[126],"modification":[128],"component":[132],"increases":[133],"performance.":[137],"Qualitative":[138],"quantitative":[140],"analyses":[141],"indicate":[142],"that":[143],"outperforms":[147],"other":[148],"state-of-the-art":[149],"terms":[152],"details,":[155],"noise":[157],"reduction.":[158]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}