{"id":"https://openalex.org/W4292505840","doi":"https://doi.org/10.1142/s0219649222500630","title":"Multimodal Medical Image Fusion with Improved Multi-Objective Meta-Heuristic Algorithm with Fuzzy Entropy","display_name":"Multimodal Medical Image Fusion with Improved Multi-Objective Meta-Heuristic Algorithm with Fuzzy Entropy","publication_year":2022,"publication_date":"2022-08-10","ids":{"openalex":"https://openalex.org/W4292505840","doi":"https://doi.org/10.1142/s0219649222500630"},"language":"en","primary_location":{"id":"doi:10.1142/s0219649222500630","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219649222500630","pdf_url":null,"source":{"id":"https://openalex.org/S30163770","display_name":"Journal of Information & Knowledge Management","issn_l":"0219-6492","issn":["0219-6492","1793-6926"],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information & Knowledge Management","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/A5103191989","display_name":"N. Nagaraja Kumar","orcid":null},"institutions":[{"id":"https://openalex.org/I142809039","display_name":"Jawaharlal Nehru Technological University, Kakinada","ror":"https://ror.org/05s9t8c95","country_code":"IN","type":"education","lineage":["https://openalex.org/I142809039"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"N. Nagaraja Kumar","raw_affiliation_strings":["Department of E.C.E, JNTUK, Kakinada, Andhra Pradesh 533003, India","Department of E.C.E, RGMCET, Nandyal, Andhra Pradesh 518112, India","Department of E.C.E, JNTUK, Kakinada, Andhra Pradesh 533003, India; Department of E.C.E, RGMCET, Nandyal, Andhra Pradesh 518112, India"],"affiliations":[{"raw_affiliation_string":"Department of E.C.E, JNTUK, Kakinada, Andhra Pradesh 533003, India","institution_ids":["https://openalex.org/I142809039"]},{"raw_affiliation_string":"Department of E.C.E, RGMCET, Nandyal, Andhra Pradesh 518112, India","institution_ids":[]},{"raw_affiliation_string":"Department of E.C.E, JNTUK, Kakinada, Andhra Pradesh 533003, India; Department of E.C.E, RGMCET, Nandyal, Andhra Pradesh 518112, India","institution_ids":["https://openalex.org/I142809039"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007595849","display_name":"T. Jayachandra Prasad","orcid":"https://orcid.org/0000-0002-7804-982X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"T. Jayachandra Prasad","raw_affiliation_strings":["Department of E.C.E, RGMCET, Nandyal, Andhra Pradesh 518112, India"],"affiliations":[{"raw_affiliation_string":"Department of E.C.E, RGMCET, Nandyal, Andhra Pradesh 518112, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088565237","display_name":"K. Satya Prasad","orcid":null},"institutions":[{"id":"https://openalex.org/I149313025","display_name":"Vignan's Foundation for Science, Technology & Research","ror":"https://ror.org/03bzf1g85","country_code":"IN","type":"education","lineage":["https://openalex.org/I149313025"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"K. Satya Prasad","raw_affiliation_strings":["Rector of Vignan\u2019s Foundation for Science, Technology and Research, Guntur, Andhra Pradesh, India"],"affiliations":[{"raw_affiliation_string":"Rector of Vignan\u2019s Foundation for Science, Technology and Research, Guntur, Andhra Pradesh, India","institution_ids":["https://openalex.org/I149313025"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5103191989"],"corresponding_institution_ids":["https://openalex.org/I142809039"],"apc_list":null,"apc_paid":null,"fwci":1.1005,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.79760404,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"22","issue":"01","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":1.0,"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":1.0,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9945999979972839,"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":0.991100013256073,"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/image-fusion","display_name":"Image fusion","score":0.6849523782730103},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6674148440361023},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6274056434631348},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.5416027307510376},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.538205623626709},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.48724809288978577},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.4548947215080261},{"id":"https://openalex.org/keywords/curvelet","display_name":"Curvelet","score":0.41492918133735657},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3846866190433502},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3399979770183563},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.27561479806900024},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.09900382161140442}],"concepts":[{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.6849523782730103},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6674148440361023},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6274056434631348},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.5416027307510376},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.538205623626709},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.48724809288978577},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.4548947215080261},{"id":"https://openalex.org/C131720326","wikidata":"https://www.wikidata.org/wiki/Q5196075","display_name":"Curvelet","level":4,"score":0.41492918133735657},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3846866190433502},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3399979770183563},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.27561479806900024},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.09900382161140442},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1142/s0219649222500630","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219649222500630","pdf_url":null,"source":{"id":"https://openalex.org/S30163770","display_name":"Journal of Information & Knowledge Management","issn_l":"0219-6492","issn":["0219-6492","1793-6926"],"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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information & Knowledge Management","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:wsi:jikmxx:v:22:y:2023:i:01:n:s0219649222500630","is_oa":false,"landing_page_url":"http://www.worldscientific.com/doi/abs/10.1142/S0219649222500630","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","score":0.47999998927116394,"display_name":"Life below water"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1588542968","https://openalex.org/W1965489258","https://openalex.org/W1976272929","https://openalex.org/W1987063402","https://openalex.org/W1996278907","https://openalex.org/W2034292245","https://openalex.org/W2044867573","https://openalex.org/W2066190567","https://openalex.org/W2066667210","https://openalex.org/W2079515997","https://openalex.org/W2146353910","https://openalex.org/W2159058417","https://openalex.org/W2165409093","https://openalex.org/W2168783614","https://openalex.org/W2339983363","https://openalex.org/W2411377185","https://openalex.org/W2461906487","https://openalex.org/W2590003272","https://openalex.org/W2738900493","https://openalex.org/W2788798270","https://openalex.org/W2796325360","https://openalex.org/W2803364900","https://openalex.org/W2889742298","https://openalex.org/W2891209129","https://openalex.org/W2912551047","https://openalex.org/W2931071678","https://openalex.org/W2953810873","https://openalex.org/W2966253851","https://openalex.org/W2972105219","https://openalex.org/W3046464322","https://openalex.org/W3125032682","https://openalex.org/W3136605648","https://openalex.org/W4214652857","https://openalex.org/W4231676695","https://openalex.org/W4242265264","https://openalex.org/W4246252528","https://openalex.org/W4251142838","https://openalex.org/W4254476585"],"related_works":["https://openalex.org/W23086544","https://openalex.org/W2037328875","https://openalex.org/W2367537358","https://openalex.org/W2547897849","https://openalex.org/W2379607465","https://openalex.org/W15853131","https://openalex.org/W2126920443","https://openalex.org/W2080597906","https://openalex.org/W2561072616","https://openalex.org/W2184797770"],"abstract_inverted_index":{"Medical":[0],"image":[1,56,83,115],"fusion":[2,57,84,116,121,147],"enhances":[3],"the":[4,7,16,21,35,41,46,53,60,63,76,80,92,98,111,120,124,138,146,154,163,169,178,193,209,213],"significant":[5],"and":[6,134,157,171],"valuable":[8],"information":[9,38,64],"such":[10],"as":[11,29,86],"exact":[12],"abnormality":[13],"localisation":[14],"of":[15,23,62,94,100,148,208],"multimodal":[17,54,81],"medical":[18,26,55,77,82,95,114],"images.":[19,78],"In":[20],"field":[22],"clinical":[24],"environment,":[25],"imaging":[27,67],"acts":[28],"an":[30],"important":[31,44],"role":[32],"in":[33,40],"helping":[34],"doctors/radiologists.":[36],"The":[37,188,206],"available":[39],"images":[42,96,125],"is":[43,151],"during":[45],"diagnosis.":[47],"This":[48],"can":[49],"be":[50,127],"enhanced":[51,112,176,217],"using":[52],"technique":[58],"through":[59],"integration":[61],"from":[65],"several":[66,70],"modalities.":[68],"Nowadays,":[69],"methodologies":[71],"are":[72,129,160,175],"proposed":[73],"for":[74],"fusing":[75],"Yet,":[79],"remains":[85],"a":[87],"challenging":[88],"task":[89],"owing":[90],"to":[91,109,126,196,221],"deprivation":[93],"at":[97],"phase":[99],"acquisition.":[101],"To":[102],"handle":[103],"this":[104,106],"problem,":[105],"paper":[107],"plans":[108],"develop":[110],"multi-objective":[113,179,189],"model.":[117],"Before":[118],"initiating":[119],"process,":[122],"both":[123],"fused":[128,161],"split":[130],"into":[131],"high-frequency":[132,158],"sub-bands":[133,136],"low-frequency":[135,149],"by":[137,153,162,177,182],"improved":[139],"Fast":[140],"Discrete":[141],"Curvelet":[142],"Transform":[143],"(FDCuT).":[144],"Here,":[145],"sub-images":[150,159],"accomplished":[152],"averaging":[155],"method,":[156],"optimised":[164],"Type-2":[165,172],"fuzzy":[166,173],"entropy.":[167],"Both":[168],"FDCuT":[170],"entropy":[174],"meta-heuristic":[180],"algorithm":[181],"Adaptive":[183],"Electric":[184],"fish":[185],"optimisation":[186],"(A-EFO).":[187],"function":[190],"focuses":[191],"on":[192],"\u201cPeak":[194],"Signal":[195],"Noise":[197],"Ratio":[198],"(PSNR),":[199],"Structural":[200],"SIMilarity":[201,204],"(SSIM),":[202],"Feature":[203],"(FSIM)\u201d.":[205],"comparison":[207],"developed":[210],"methodology":[211],"over":[212],"traditional":[214],"approaches":[215],"observes":[216],"performance":[218],"with":[219],"respect":[220],"visual":[222],"quality":[223],"measures.":[224]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}