{"id":"https://openalex.org/W2969474361","doi":"https://doi.org/10.1109/siu.2019.8806265","title":"Meta-Heuristic Algorithms Based Multi-Level Thresholding","display_name":"Meta-Heuristic Algorithms Based Multi-Level Thresholding","publication_year":2019,"publication_date":"2019-04-01","ids":{"openalex":"https://openalex.org/W2969474361","doi":"https://doi.org/10.1109/siu.2019.8806265","mag":"2969474361"},"language":"en","primary_location":{"id":"doi:10.1109/siu.2019.8806265","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2019.8806265","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 27th Signal Processing and Communications Applications Conference (SIU)","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/A5064464451","display_name":"B\u00fc\u015franur K\u00fc\u00e7\u00fcku\u011furlu","orcid":"https://orcid.org/0000-0002-6034-6850"},"institutions":[{"id":"https://openalex.org/I143914637","display_name":"G\u00fcm\u00fc\u015fhane University","ror":"https://ror.org/00r9t7n55","country_code":"TR","type":"education","lineage":["https://openalex.org/I143914637"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Busranur Kucukugurlu","raw_affiliation_strings":["Gumushane Universitesi, Gumushane, TR"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gumushane Universitesi, Gumushane, TR","institution_ids":["https://openalex.org/I143914637"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047793142","display_name":"Ey\u00fcp Ged\u0456kl\u0456","orcid":"https://orcid.org/0000-0002-7212-5457"},"institutions":[{"id":"https://openalex.org/I162720556","display_name":"Karadeniz Technical University","ror":"https://ror.org/03z8fyr40","country_code":"TR","type":"education","lineage":["https://openalex.org/I162720556"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Eyup Gedikli","raw_affiliation_strings":["Karadeniz Teknik Universitesi, Trabzon, TR"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Karadeniz Teknik Universitesi, Trabzon, TR","institution_ids":["https://openalex.org/I162720556"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1017,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.43921143,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.996999979019165,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.996999979019165,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9948999881744385,"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/T11019","display_name":"Image Enhancement Techniques","score":0.993399977684021,"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/thresholding","display_name":"Thresholding","score":0.8641495704650879},{"id":"https://openalex.org/keywords/firefly-algorithm","display_name":"Firefly algorithm","score":0.7208513021469116},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7133917808532715},{"id":"https://openalex.org/keywords/balanced-histogram-thresholding","display_name":"Balanced histogram thresholding","score":0.6919073462486267},{"id":"https://openalex.org/keywords/otsus-method","display_name":"Otsu's method","score":0.5624306797981262},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5418662428855896},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5374757647514343},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5370985269546509},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4760063588619232},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4702315032482147},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4456876218318939},{"id":"https://openalex.org/keywords/meta-heuristic","display_name":"Meta heuristic","score":0.4208641052246094},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.4063044786453247},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3775550127029419},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.29237425327301025},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.24798086285591125}],"concepts":[{"id":"https://openalex.org/C191178318","wikidata":"https://www.wikidata.org/wiki/Q2256906","display_name":"Thresholding","level":3,"score":0.8641495704650879},{"id":"https://openalex.org/C154982244","wikidata":"https://www.wikidata.org/wiki/Q5451844","display_name":"Firefly algorithm","level":3,"score":0.7208513021469116},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7133917808532715},{"id":"https://openalex.org/C202577368","wikidata":"https://www.wikidata.org/wiki/Q2576067","display_name":"Balanced histogram thresholding","level":5,"score":0.6919073462486267},{"id":"https://openalex.org/C21729346","wikidata":"https://www.wikidata.org/wiki/Q2444417","display_name":"Otsu's method","level":4,"score":0.5624306797981262},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5418662428855896},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5374757647514343},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5370985269546509},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4760063588619232},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4702315032482147},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4456876218318939},{"id":"https://openalex.org/C2988037039","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Meta heuristic","level":2,"score":0.4208641052246094},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.4063044786453247},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3775550127029419},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.29237425327301025},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.24798086285591125},{"id":"https://openalex.org/C136943445","wikidata":"https://www.wikidata.org/wiki/Q1970240","display_name":"Histogram equalization","level":4,"score":0.0},{"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/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/siu.2019.8806265","is_oa":false,"landing_page_url":"https://doi.org/10.1109/siu.2019.8806265","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 27th Signal Processing and Communications Applications Conference (SIU)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W986100872","https://openalex.org/W1538583026","https://openalex.org/W2083970667","https://openalex.org/W2121927366","https://openalex.org/W2766499975","https://openalex.org/W2790525265","https://openalex.org/W3087867645"],"related_works":["https://openalex.org/W4309330417","https://openalex.org/W2147223569","https://openalex.org/W2061057206","https://openalex.org/W2372150554","https://openalex.org/W2219579304","https://openalex.org/W2054831422","https://openalex.org/W2122667464","https://openalex.org/W2026153598","https://openalex.org/W2380810282","https://openalex.org/W4205367280"],"abstract_inverted_index":{"Thresholding":[0],"is":[1,15,28,54],"a":[2],"very":[3],"important":[4],"stage":[5],"in":[6,23,47],"computer":[7],"vision":[8],"applications.":[9],"An":[10],"ideal":[11],"single":[12],"thresholding":[13,22],"algorithm":[14],"not":[16],"available":[17],"for":[18,32],"all":[19],"environments.":[20],"Multi-level":[21],"environments":[24],"with":[25,85],"multiple":[26],"objects":[27],"constantly":[29],"being":[30],"developed":[31],"interpretation":[33],"of":[34,60,72],"images.":[35],"Kapur":[36,63],"entropy":[37],"and":[38,62,77,88],"Otsu":[39,61],"approaches":[40],"are":[41],"among":[42],"the":[43,48,58,73],"most":[44],"successful":[45],"algorithms":[46,64],"literature.":[49],"In":[50],"this":[51],"study,":[52],"it":[53],"tried":[55],"to":[56],"increase":[57],"performance":[59],"by":[65],"using":[66],"meta-heuristic":[67],"optimization":[68],"approaches.":[69],"The":[70],"results":[71],"Firefly":[74],"Algorithm":[75,81],"(FF)":[76],"Real":[78],"Coded":[79],"Genetic":[80],"(RGA)":[82],"were":[83],"evaluated":[84],"PSNR,":[86],"SSIM":[87],"CPU":[89],"processing":[90],"time":[91],"criteria.":[92]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
