{"id":"https://openalex.org/W4392797120","doi":"https://doi.org/10.1109/iscmi59957.2023.10458559","title":"Type-2 Fuzzy Image enhancement to improve the performance of convolutional neural networks","display_name":"Type-2 Fuzzy Image enhancement to improve the performance of convolutional neural networks","publication_year":2023,"publication_date":"2023-11-25","ids":{"openalex":"https://openalex.org/W4392797120","doi":"https://doi.org/10.1109/iscmi59957.2023.10458559"},"language":"en","primary_location":{"id":"doi:10.1109/iscmi59957.2023.10458559","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iscmi59957.2023.10458559","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 10th International Conference on Soft Computing &amp;amp; Machine Intelligence (ISCMI)","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/A5039248013","display_name":"Claudia I. Gonz\u00e1lez","orcid":"https://orcid.org/0000-0003-1631-033X"},"institutions":[{"id":"https://openalex.org/I4210118730","display_name":"Instituto Tecnol\u00f3gico de Tijuana","ror":"https://ror.org/03dga7879","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210118730"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Claudia I. Gonzalez","raw_affiliation_strings":["Division of Graduate Studies, TECNMITijuana Institute of Technology,Tijuana,M&#x00E9;xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Graduate Studies, TECNMITijuana Institute of Technology,Tijuana,M&#x00E9;xico","institution_ids":["https://openalex.org/I4210118730"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101862406","display_name":"Cesar Torres","orcid":"https://orcid.org/0000-0002-1555-2380"},"institutions":[{"id":"https://openalex.org/I4210118730","display_name":"Instituto Tecnol\u00f3gico de Tijuana","ror":"https://ror.org/03dga7879","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210118730"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Cesar Torres","raw_affiliation_strings":["Division of Graduate Studies, TECNMITijuana Institute of Technology,Tijuana,M&#x00E9;xico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Graduate Studies, TECNMITijuana Institute of Technology,Tijuana,M&#x00E9;xico","institution_ids":["https://openalex.org/I4210118730"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210118730"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.37897113,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"81","last_page":"85"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.975600004196167,"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"}},"topics":[{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.975600004196167,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9484999775886536,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9401000142097473,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7474203109741211},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6867207884788513},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5902377367019653},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48249268531799316},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33583611249923706}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7474203109741211},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6867207884788513},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5902377367019653},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48249268531799316},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33583611249923706}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscmi59957.2023.10458559","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iscmi59957.2023.10458559","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 10th International Conference on Soft Computing &amp;amp; Machine Intelligence (ISCMI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.44999998807907104}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W333500581","https://openalex.org/W1491886492","https://openalex.org/W1964508600","https://openalex.org/W1992641133","https://openalex.org/W2030827420","https://openalex.org/W2121398730","https://openalex.org/W2124843241","https://openalex.org/W2132885717","https://openalex.org/W2150879558","https://openalex.org/W2267156596","https://openalex.org/W2585546862","https://openalex.org/W2758007480","https://openalex.org/W2787580321","https://openalex.org/W2908525394","https://openalex.org/W2910345484","https://openalex.org/W2945180985","https://openalex.org/W2963716449","https://openalex.org/W2978224312","https://openalex.org/W3020881976","https://openalex.org/W3083783330","https://openalex.org/W3092994606","https://openalex.org/W4239148225","https://openalex.org/W4254931243","https://openalex.org/W4306810126","https://openalex.org/W4379279720"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4293226380","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"Fuzzy":[0],"image":[1,9,38,69,113],"enhancement":[2,27,83,114],"is":[3,74,124],"a":[4,56,60],"technique":[5],"used":[6],"to":[7,23,67,96,115,132],"improve":[8,68],"contrast":[10,22],"by":[11],"redistributing":[12],"pixel":[13],"intensities":[14],"over":[15],"the":[16,30,37,85,104],"entire":[17],"range":[18],"of":[19,32,106],"values,":[20],"in":[21,77,88],"traditional":[24],"equalization;":[25],"fuzzy":[26,65,82,112],"can":[28],"decrease":[29],"visibility":[31],"certain":[33],"artifacts,":[34],"especially":[35],"when":[36],"has":[39],"distortions":[40],"or":[41,72],"noise":[42],"that":[43,58],"may":[44],"be":[45],"introduced":[46],"during":[47,84],"its":[48],"capture":[49],"process.":[50],"In":[51],"this":[52],"paper,":[53],"we":[54],"introduce":[55],"methodology":[57],"implements":[59],"type-1":[61],"and":[62,80,99,110,126],"interval-type-2":[63],"Mamdani":[64],"model":[66],"quality.":[70],"Noise":[71],"blurriness":[73],"commonly":[75],"present":[76],"data":[78],"sets":[79],"using":[81],"training":[86],"phase":[87],"convolutional":[89],"neural":[90],"networks":[91],"(CNNs)":[92],"helps":[93],"it":[94],"adapt":[95],"these":[97],"conditions":[98],"perform":[100],"better.":[101],"We":[102],"compare":[103],"performance":[105],"CNNs":[107],"trained":[108],"with":[109],"without":[111],"determine":[116],"if":[117],"there":[118],"are":[119],"significant":[120],"improvements.":[121],"The":[122],"approach":[123],"applied":[125],"validated":[127],"on":[128],"brain":[129],"MRI":[130],"datasets":[131],"classify":[133],"Alzheimer's":[134],"disease.":[135]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
