{"id":"https://openalex.org/W2065058398","doi":"https://doi.org/10.1109/socpar.2014.7007994","title":"Multilevel thresholding for image segmentation based on parallel distributed optimization","display_name":"Multilevel thresholding for image segmentation based on parallel distributed optimization","publication_year":2014,"publication_date":"2014-08-01","ids":{"openalex":"https://openalex.org/W2065058398","doi":"https://doi.org/10.1109/socpar.2014.7007994","mag":"2065058398"},"language":"en","primary_location":{"id":"doi:10.1109/socpar.2014.7007994","is_oa":false,"landing_page_url":"https://doi.org/10.1109/socpar.2014.7007994","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 6th International Conference of Soft Computing and Pattern Recognition (SoCPaR)","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/A5091207108","display_name":"Mohamed Sandeli","orcid":null},"institutions":[{"id":"https://openalex.org/I125485651","display_name":"Constantine 1 University","ror":"https://ror.org/017wv6808","country_code":"DZ","type":"education","lineage":["https://openalex.org/I125485651"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Mohamed Sandeli","raw_affiliation_strings":["Software and Information Technology Department, University Constantine 2, ALGERIA","Software and Information Technology Department, Faculty of NTIC University Constantine 2 Constantine, Algeria"],"affiliations":[{"raw_affiliation_string":"Software and Information Technology Department, University Constantine 2, ALGERIA","institution_ids":["https://openalex.org/I125485651"]},{"raw_affiliation_string":"Software and Information Technology Department, Faculty of NTIC University Constantine 2 Constantine, Algeria","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063976278","display_name":"Mohamed Batouche","orcid":"https://orcid.org/0000-0002-2456-7859"},"institutions":[{"id":"https://openalex.org/I125485651","display_name":"Constantine 1 University","ror":"https://ror.org/017wv6808","country_code":"DZ","type":"education","lineage":["https://openalex.org/I125485651"]},{"id":"https://openalex.org/I4210160465","display_name":"Universit\u00e9 Constantine 2","ror":"https://ror.org/056mctw68","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210160465"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Mohamed Batouche","raw_affiliation_strings":["Computer Science and Applications Department, University Constantine 2, ALGERIA","Computer Science and Applications Department, Faculty of NTIC University Constantine 2 Constantine, Algeria"],"affiliations":[{"raw_affiliation_string":"Computer Science and Applications Department, University Constantine 2, ALGERIA","institution_ids":["https://openalex.org/I125485651"]},{"raw_affiliation_string":"Computer Science and Applications Department, Faculty of NTIC University Constantine 2 Constantine, Algeria","institution_ids":["https://openalex.org/I4210160465"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5091207108"],"corresponding_institution_ids":["https://openalex.org/I125485651"],"apc_list":null,"apc_paid":null,"fwci":0.818,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.80898867,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"smc 9","issue":null,"first_page":"134","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":0.9958999752998352,"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":0.9958999752998352,"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":0.9950000047683716,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9896000027656555,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/thresholding","display_name":"Thresholding","score":0.8265617489814758},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7511582970619202},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.6613436341285706},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.6476428508758545},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6334871053695679},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5682485103607178},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5375919342041016},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4896848499774933},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.464324414730072},{"id":"https://openalex.org/keywords/local-optimum","display_name":"Local optimum","score":0.44367411732673645},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.429239422082901},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.4151741564273834},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.370662659406662},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2774001657962799},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21202754974365234},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.20357578992843628}],"concepts":[{"id":"https://openalex.org/C191178318","wikidata":"https://www.wikidata.org/wiki/Q2256906","display_name":"Thresholding","level":3,"score":0.8265617489814758},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7511582970619202},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.6613436341285706},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.6476428508758545},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6334871053695679},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5682485103607178},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5375919342041016},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4896848499774933},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.464324414730072},{"id":"https://openalex.org/C141934464","wikidata":"https://www.wikidata.org/wiki/Q3305386","display_name":"Local optimum","level":2,"score":0.44367411732673645},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.429239422082901},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.4151741564273834},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.370662659406662},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2774001657962799},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21202754974365234},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.20357578992843628}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/socpar.2014.7007994","is_oa":false,"landing_page_url":"https://doi.org/10.1109/socpar.2014.7007994","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 6th International Conference of Soft Computing and Pattern Recognition (SoCPaR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6700000166893005,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W101715343","https://openalex.org/W1974973968","https://openalex.org/W1986354212","https://openalex.org/W2016331645","https://openalex.org/W2018391705","https://openalex.org/W2037031008","https://openalex.org/W2133059825","https://openalex.org/W6654930888"],"related_works":["https://openalex.org/W1542224353","https://openalex.org/W1661087619","https://openalex.org/W4288714711","https://openalex.org/W3200708550","https://openalex.org/W2736680465","https://openalex.org/W2116854923","https://openalex.org/W2750730210","https://openalex.org/W2771637876","https://openalex.org/W2133833450","https://openalex.org/W1934426788"],"abstract_inverted_index":{"Image":[0],"segmentation":[1,41],"is":[2,53,76,89],"a":[3,28,36,82,149],"platform":[4],"for":[5,39],"many":[6],"high-level":[7],"applications.":[8],"It":[9],"aims":[10],"to":[11,90,108],"identify":[12],"the":[13,25,56,79,85,100,111,114,124,142,146,157,164],"different":[14],"homogeneous":[15],"regions":[16],"of":[17,58,81,87,99,110,113,145,148],"an":[18],"image.":[19],"In":[20],"our":[21],"work,":[22],"we":[23,34],"cast":[24],"problem":[26],"as":[27],"parallel":[29,150],"distributed":[30,151],"optimization":[31],"task":[32],"and":[33,69,106,120,140,161],"present":[35],"new":[37],"method":[38,102,159],"image":[40],"by":[42,55,78],"multilevel":[43],"thresholding":[44],"based":[45],"on":[46],"generalized":[47],"island":[48],"model":[49,52,116],"(GIM).":[50],"This":[51],"characterized":[54],"cooperation":[57,75],"three":[59],"metaheuristics":[60],"namely":[61],"Particle":[62],"Swarm":[63],"Optimization":[64],"(PSO),":[65],"Genetic":[66],"Algorithm":[67],"(GA)":[68],"Artificial":[70],"Bee":[71],"Colony":[72],"(ABC).":[73],"The":[74,97,134],"ensured":[77],"use":[80,147],"migration":[83],"pattern":[84],"purpose":[86],"which":[88],"avoid":[91],"getting":[92],"stuck":[93],"in":[94],"local":[95],"optima.":[96],"effectiveness":[98],"proposed":[101,158],"has":[103],"been":[104],"assessed":[105],"compared":[107],"each":[109],"algorithms":[112],"GIM":[115],"when":[117],"used":[118],"separately":[119],"other":[121,165],"methods":[122],"from":[123],"literature":[125],"like":[126],"Darwinian":[127,131],"PSO":[128,132],"(DPSO),":[129],"Fractional-Order":[130],"(FO-DPSO).":[133],"obtained":[135],"results":[136],"are":[137],"very":[138],"promising":[139],"show":[141,155],"positive":[143],"impact":[144],"model.":[152],"They":[153],"also":[154],"that":[156],"competes":[160],"even":[162],"outperforms":[163],"methods.":[166]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}