{"id":"https://openalex.org/W2984930869","doi":"https://doi.org/10.1109/access.2019.2952545","title":"Global and Adaptive Contrast Enhancement for Low Illumination Gray Images","display_name":"Global and Adaptive Contrast Enhancement for Low Illumination Gray Images","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2984930869","doi":"https://doi.org/10.1109/access.2019.2952545","mag":"2984930869"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2952545","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2952545","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08894351.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08894351.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103252768","display_name":"Canlin Li","orcid":"https://orcid.org/0000-0003-0307-3910"},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Canlin Li","raw_affiliation_strings":["School of Computer and Communication Engineering, Zhengzhou University of Light Industry, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, Zhengzhou University of Light Industry, Zhengzhou, China","institution_ids":["https://openalex.org/I23171815"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012139234","display_name":"Jinhua Liu","orcid":"https://orcid.org/0000-0001-9671-0135"},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinhua Liu","raw_affiliation_strings":["School of Computer and Communication Engineering, Zhengzhou University of Light Industry, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, Zhengzhou University of Light Industry, Zhengzhou, China","institution_ids":["https://openalex.org/I23171815"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102983664","display_name":"Anyi Liu","orcid":"https://orcid.org/0000-0002-6011-1998"},"institutions":[{"id":"https://openalex.org/I177721651","display_name":"Oakland University","ror":"https://ror.org/01ythxj32","country_code":"US","type":"education","lineage":["https://openalex.org/I177721651"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anyi Liu","raw_affiliation_strings":["School of Engineering and Computer Science, Oakland University, Rochester, USA"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Computer Science, Oakland University, Rochester, USA","institution_ids":["https://openalex.org/I177721651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090271324","display_name":"QingE Wu","orcid":"https://orcid.org/0000-0002-7746-8694"},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qinge Wu","raw_affiliation_strings":["School of Electrical and Information Engineering, Zhengzhou University of Light Industry, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Zhengzhou University of Light Industry, Zhengzhou, China","institution_ids":["https://openalex.org/I23171815"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101518657","display_name":"Lihua Bi","orcid":"https://orcid.org/0000-0002-1207-0845"},"institutions":[{"id":"https://openalex.org/I23171815","display_name":"Zhengzhou University of Light Industry","ror":"https://ror.org/05fwr8z16","country_code":"CN","type":"education","lineage":["https://openalex.org/I23171815"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lihua Bi","raw_affiliation_strings":["School of Computer and Communication Engineering, Zhengzhou University of Light Industry, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, Zhengzhou University of Light Industry, Zhengzhou, China","institution_ids":["https://openalex.org/I23171815"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5103252768"],"corresponding_institution_ids":["https://openalex.org/I23171815"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.3276,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":{"value":0.84911809,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"7","issue":null,"first_page":"163395","last_page":"163411"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9991000294685364,"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":0.9984999895095825,"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/adaptive-histogram-equalization","display_name":"Adaptive histogram equalization","score":0.8084151744842529},{"id":"https://openalex.org/keywords/histogram-equalization","display_name":"Histogram equalization","score":0.7330299019813538},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6422245502471924},{"id":"https://openalex.org/keywords/gamma-correction","display_name":"Gamma correction","score":0.6152759194374084},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.5297846794128418},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5227416157722473},{"id":"https://openalex.org/keywords/histogram-matching","display_name":"Histogram matching","score":0.4987752437591553},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4935725927352905},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.49085479974746704},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.48907238245010376},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4459536373615265},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35270437598228455},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3449096083641052},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.21946200728416443}],"concepts":[{"id":"https://openalex.org/C30387639","wikidata":"https://www.wikidata.org/wiki/Q4680744","display_name":"Adaptive histogram equalization","level":5,"score":0.8084151744842529},{"id":"https://openalex.org/C136943445","wikidata":"https://www.wikidata.org/wiki/Q1970240","display_name":"Histogram equalization","level":4,"score":0.7330299019813538},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6422245502471924},{"id":"https://openalex.org/C17916492","wikidata":"https://www.wikidata.org/wiki/Q1144257","display_name":"Gamma correction","level":3,"score":0.6152759194374084},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.5297846794128418},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5227416157722473},{"id":"https://openalex.org/C127449775","wikidata":"https://www.wikidata.org/wiki/Q3785871","display_name":"Histogram matching","level":4,"score":0.4987752437591553},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4935725927352905},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.49085479974746704},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.48907238245010376},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4459536373615265},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35270437598228455},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3449096083641052},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.21946200728416443},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2952545","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2952545","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08894351.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:4811cb8ad1a34c9f852abab396b06b28","is_oa":true,"landing_page_url":"https://doaj.org/article/4811cb8ad1a34c9f852abab396b06b28","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 163395-163411 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2952545","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2952545","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08894351.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1357659016","display_name":null,"funder_award_id":"19IRTSTHN013","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2349298905","display_name":null,"funder_award_id":"42005100","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2436234900","display_name":null,"funder_award_id":"2102210","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G2610658186","display_name":null,"funder_award_id":"52102210","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3684978315","display_name":"Integrating Geophysical Data into New Axial Volcano Magma Chamber Model","funder_award_id":"0221035","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4020255992","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4559309930","display_name":null,"funder_award_id":"152102210350","funder_id":"https://openalex.org/F4320327051","funder_display_name":"Science and Technology Department of Henan Province"},{"id":"https://openalex.org/G5038224519","display_name":null,"funder_award_id":"NNX15AJ20H","funder_id":"https://openalex.org/F4320306101","funder_display_name":"National Aeronautics and Space Administration"},{"id":"https://openalex.org/G5550884785","display_name":null,"funder_award_id":"U1404623","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6350357308","display_name":null,"funder_award_id":"NNX15AJ20H","funder_id":"https://openalex.org/F4320308706","funder_display_name":"Michigan Space Grant Consortium"},{"id":"https://openalex.org/G6889303781","display_name":"An Investigation of the Evolution of Autotrophic            Endosymbioses in Bivalves By Comparative Molecular          Phylogenetic Analysis of Host and Symbiont rRNA Sequences","funder_award_id":"9420051","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7608752429","display_name":null,"funder_award_id":"Talent","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7848707670","display_name":"Collaborative Research: Building Cybersecurity Capacity in Pervasive Computing","funder_award_id":"1723707","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8006589054","display_name":null,"funder_award_id":"DGE-1723707","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306101","display_name":"National Aeronautics and Space Administration","ror":"https://ror.org/027ka1x80"},{"id":"https://openalex.org/F4320308706","display_name":"Michigan Space Grant Consortium","ror":"https://ror.org/057mgcy61"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320327051","display_name":"Science and Technology Department of Henan Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2984930869.pdf","grobid_xml":"https://content.openalex.org/works/W2984930869.grobid-xml"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W1898466148","https://openalex.org/W1995875735","https://openalex.org/W2001412060","https://openalex.org/W2009272644","https://openalex.org/W2016622085","https://openalex.org/W2023218193","https://openalex.org/W2027016690","https://openalex.org/W2027650274","https://openalex.org/W2036787436","https://openalex.org/W2057321661","https://openalex.org/W2058333183","https://openalex.org/W2063046625","https://openalex.org/W2067334165","https://openalex.org/W2075879930","https://openalex.org/W2076520105","https://openalex.org/W2081628792","https://openalex.org/W2096702704","https://openalex.org/W2099210495","https://openalex.org/W2100648042","https://openalex.org/W2117289053","https://openalex.org/W2125213524","https://openalex.org/W2126950258","https://openalex.org/W2127717018","https://openalex.org/W2127757833","https://openalex.org/W2129829008","https://openalex.org/W2135993262","https://openalex.org/W2139375301","https://openalex.org/W2141983208","https://openalex.org/W2145113795","https://openalex.org/W2152195021","https://openalex.org/W2157563847","https://openalex.org/W2165171393","https://openalex.org/W2169447236","https://openalex.org/W2267156596","https://openalex.org/W2306860560","https://openalex.org/W2355627520","https://openalex.org/W2380937280","https://openalex.org/W2513436566","https://openalex.org/W2537049460","https://openalex.org/W2549843498","https://openalex.org/W2615802668","https://openalex.org/W2768220805","https://openalex.org/W2794067776","https://openalex.org/W2797094143","https://openalex.org/W2800065289","https://openalex.org/W2802408754","https://openalex.org/W2841732318","https://openalex.org/W3159068915","https://openalex.org/W4229921563","https://openalex.org/W4251740737","https://openalex.org/W6639814565","https://openalex.org/W6680311747","https://openalex.org/W6697887603"],"related_works":["https://openalex.org/W2256021896","https://openalex.org/W2057981026","https://openalex.org/W1994424557","https://openalex.org/W2398368608","https://openalex.org/W2134986978","https://openalex.org/W2122866860","https://openalex.org/W2165297163","https://openalex.org/W2024449420","https://openalex.org/W1583737874","https://openalex.org/W3084145657"],"abstract_inverted_index":{"Aiming":[0],"at":[1,89],"solving":[2],"the":[3,42,50,56,58,65,70,74,82,90,93,106,114,120,124,127,131,137,141,146,151,180,186,191,195,204,208,213,216,221,226,235],"problems":[4],"of":[5,13,72,77,85,95,126,140,148,194,207,215,225],"overall":[6,222],"darkness,":[7],"uneven":[8],"illumination":[9,17,30,197,228],"and":[10,23,47,80,99,183,231],"low":[11,16,29,196,227],"contrast":[12,25,164,171,214],"image":[14,116,128,230],"under":[15],"conditions,":[18],"we":[19],"present":[20],"a":[21],"global":[22],"adaptive":[24,166,174],"enhancement":[26,117],"algorithm":[27,38,121,188,210],"for":[28,109],"gray":[31,59,75,83,100,115,198,229],"images":[32],"in":[33,150,211,234],"this":[34],"paper.":[35],"The":[36,200],"proposed":[37,152,187,209],"is":[39,62],"based":[40],"on":[41],"Bilateral":[43],"Gamma":[44],"Adjustment":[45],"function":[46,108],"combined":[48],"with":[49,155],"particle":[51,111],"swarm":[52],"optimization":[53,149],"(PSO).":[54],"For":[55],"PSO,":[57],"standard":[60,101],"variance":[61,102],"integrated":[63],"into":[64],"evaluation":[66],"function.":[67],"To":[68],"reconcile":[69],"dilemma":[71],"promoting":[73],"values":[76,84],"dark":[78],"areas":[79,88],"suppressing":[81],"local":[86,236],"bright":[87],"same":[91],"time,":[92],"information":[94],"entropy,":[96],"edge":[97],"content,":[98],"are":[103,143],"used":[104],"as":[105,219],"objective":[107],"each":[110],"to":[112],"evaluate":[113],"results.":[118],"Then,":[119],"globally":[122],"enhances":[123,190],"quality":[125],"by":[129],"determining":[130],"optimal":[132],"$\\alpha":[133],"$":[134],"value.":[135],"Meanwhile,":[136],"learning":[138],"factors":[139],"PSO":[142,182],"updated":[144],"during":[145],"iteration":[147],"algorithm.":[153],"Compared":[154],"histogram":[156,161,167],"equalization":[157,162,168],"(HE),":[158],"double":[159],"plateau":[160],"(DPHE),":[163],"limited":[165],"(CLAHE),":[169],"linear":[170],"stretching":[172],"(LCS),":[173],"gamma":[175],"correction":[176],"weighting":[177],"distribution":[178],"(AGCWD),":[179],"traditional":[181],"MSF-PSO":[184],"algorithm,":[185],"significantly":[189],"visual":[192,223],"effect":[193,224],"images.":[199],"experimental":[201],"results":[202],"demonstrate":[203],"superior":[205],"capabilities":[206],"enhancing":[212],"image,":[217],"such":[218],"improving":[220],"avoiding":[232],"over-enhancement":[233],"area":[237],"(s).":[238]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}
