{"id":"https://openalex.org/W3082004387","doi":"https://doi.org/10.4018/ijsir.2020100106","title":"Modified Moth-Flame Optimization Algorithm-Based Multilevel Minimum Cross Entropy Thresholding for Image Segmentation","display_name":"Modified Moth-Flame Optimization Algorithm-Based Multilevel Minimum Cross Entropy Thresholding for Image Segmentation","publication_year":2020,"publication_date":"2020-09-02","ids":{"openalex":"https://openalex.org/W3082004387","doi":"https://doi.org/10.4018/ijsir.2020100106","mag":"3082004387"},"language":"en","primary_location":{"id":"doi:10.4018/ijsir.2020100106","doi":"https://doi.org/10.4018/ijsir.2020100106","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijsir.2020100106","pdf_url":null,"source":{"id":"https://openalex.org/S146254016","display_name":"International Journal of Swarm Intelligence Research","issn_l":"1947-9263","issn":["1947-9263","1947-9271"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","norway-1","poland-20","russia-white-list-2"],"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Swarm Intelligence Research","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5057463296","display_name":"Abdul Kayom Md Khairuzzaman","orcid":"https://orcid.org/0000-0001-5191-5743","observed_orcids":["https://orcid.org/0000-0001-5191-5743"]},"institutions":[{"id":"https://openalex.org/I151903974","display_name":"National Institute Of Technology Silchar","ror":"https://ror.org/001ws2a36","country_code":"IN","type":"education","lineage":["https://openalex.org/I151903974"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Abdul Kayom Md Khairuzzaman","raw_affiliation_strings":["National Institute of Technology, Silchar, India"],"raw_orcid":"https://orcid.org/0000-0001-5191-5743","affiliations":[{"raw_affiliation_string":"National Institute of Technology, Silchar, India","institution_ids":["https://openalex.org/I151903974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047103341","display_name":"Saurabh Chaudhury","orcid":"https://orcid.org/0000-0001-8116-1903","observed_orcids":["https://orcid.org/0000-0001-8116-1903"]},"institutions":[{"id":"https://openalex.org/I151903974","display_name":"National Institute Of Technology Silchar","ror":"https://ror.org/001ws2a36","country_code":"IN","type":"education","lineage":["https://openalex.org/I151903974"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Saurabh Chaudhury","raw_affiliation_strings":["National Institute of Technology, Silchar, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Technology, Silchar, India","institution_ids":["https://openalex.org/I151903974"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I151903974"],"apc_list":null,"apc_paid":null,"fwci":0.9203,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.76803313,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"11","issue":"4","first_page":"123","last_page":"139"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.8281000256538391,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.8281000256538391,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.1662999987602234,"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/T12923","display_name":"Digital Image Processing Techniques","score":0.0005000000237487257,"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/moth-flame-optimization","display_name":"moth-flame optimization","score":0.8679999709129333},{"id":"https://openalex.org/keywords/multilevel-thresholding","display_name":"multilevel thresholding","score":0.9829999804496765},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"image segmentation","score":0.7929999828338623},{"id":"https://openalex.org/keywords/cross-entropy","display_name":"cross-entropy","score":0.878000020980835},{"id":"https://openalex.org/keywords/threshold-selection","display_name":"threshold selection","score":0.6940000057220459},{"id":"https://openalex.org/keywords/metaheuristic-optimization","display_name":"metaheuristic optimization","score":0.8820000290870667},{"id":"https://openalex.org/keywords/structural-similarity-index","display_name":"structural similarity index","score":0.7089999914169312},{"id":"https://openalex.org/keywords/swarm-intelligence-algorithms","display_name":"swarm intelligence algorithms","score":0.5659999847412109}],"concepts":[{"id":"https://openalex.org/C191178318","wikidata":"https://www.wikidata.org/wiki/Q2256906","display_name":"Thresholding","level":3,"score":0.8471509218215942},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.6444449424743652},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6130582690238953},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.6071892380714417},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6026433706283569},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5704678297042847},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5644117593765259},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5476289987564087},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.42029935121536255},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.37299197912216187},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3442845344543457},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0877825915813446},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijsir.2020100106","doi":"https://doi.org/10.4018/ijsir.2020100106","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijsir.2020100106","pdf_url":null,"source":{"id":"https://openalex.org/S146254016","display_name":"International Journal of Swarm Intelligence Research","issn_l":"1947-9263","issn":["1947-9263","1947-9271"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","norway-1","poland-20","russia-white-list-2"],"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Swarm Intelligence Research","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jsir00:v:11:y:2020:i:4:p:123-139","doi":null,"is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJSIR.2020100106","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,"listed_in":[],"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":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W260358291","https://openalex.org/W883434633","https://openalex.org/W1857789879","https://openalex.org/W1969774370","https://openalex.org/W1970800786","https://openalex.org/W1972544340","https://openalex.org/W1982658584","https://openalex.org/W1991927948","https://openalex.org/W2058772068","https://openalex.org/W2067715705","https://openalex.org/W2083601800","https://openalex.org/W2083970667","https://openalex.org/W2086437745","https://openalex.org/W2089748508","https://openalex.org/W2092340766","https://openalex.org/W2104417899","https://openalex.org/W2122122715","https://openalex.org/W2123838014","https://openalex.org/W2133003941","https://openalex.org/W2133059825","https://openalex.org/W2157259291","https://openalex.org/W2290883490","https://openalex.org/W2291002789","https://openalex.org/W2400373513","https://openalex.org/W2470299994","https://openalex.org/W2509937560","https://openalex.org/W2605810061","https://openalex.org/W2610901489","https://openalex.org/W2737965601","https://openalex.org/W2740709091","https://openalex.org/W2964356628","https://openalex.org/W4252684946"],"related_works":["https://openalex.org/W4242920984","https://openalex.org/W3173837083","https://openalex.org/W4402206937","https://openalex.org/W2552970391","https://openalex.org/W3194133090","https://openalex.org/W2921675097","https://openalex.org/W2925456832","https://openalex.org/W2605810061","https://openalex.org/W2793992319","https://openalex.org/W3088569169"],"abstract_inverted_index":{"Multilevel":[0],"thresholding":[1,11,58,146],"is":[2,26,43,54,64,94,147],"a":[3,41,151],"widely":[4],"used":[5,65,82,95],"image":[6,60],"segmentation":[7,135],"technique.":[8,87],"However,":[9],"multilevel":[10,57,145],"becomes":[12],"more":[13,15],"and":[14,51,118,122,138],"computationally":[16],"expensive":[17],"as":[18,66],"the":[19,46,67,72,85,98,101,107,113,126],"number":[20],"of":[21,77,100,106,134],"thresholds":[22],"increase.":[23],"Therefore,":[24],"it":[25,36,53],"essential":[27],"to":[28,34,45,56,70,83,96,150],"incorporate":[29],"some":[30],"suitable":[31],"optimization":[32],"technique":[33,109,128],"make":[35],"practical.":[37],"In":[38],"this":[39],"article,":[40],"modification":[42],"proposed":[44,86,108,127],"Moth-Flame":[47],"Optimization":[48],"(MFO)":[49],"algorithm":[50],"then":[52],"applied":[55],"for":[59,144],"segmentation.":[61],"Cross":[62],"entropy":[63],"objective":[68],"function":[69],"select":[71],"optimal":[73],"thresholds.":[74],"A":[75],"set":[76],"benchmark":[78],"test":[79],"images":[80,137],"are":[81,110],"evaluate":[84],"The":[88,104],"Mean":[89],"Structural":[90],"SIMilarity":[91],"(MSSIM)":[92],"index":[93],"measure":[97],"quality":[99,136],"segmented":[102],"images.":[103],"results":[105,121],"compared":[111],"with":[112],"original":[114],"MFO,":[115],"PSO,":[116],"BFO,":[117],"WOA.":[119],"Experimental":[120],"analysis":[123],"suggest":[124],"that":[125],"outperforms":[129],"other":[130],"techniques":[131],"in":[132],"terms":[133],"stability.":[139],"Moreover,":[140],"computation":[141],"time":[142],"required":[143],"also":[148],"reduced":[149],"manageable":[152],"level.":[153]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":2}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2020-09-08T00:00:00"}
