{"id":"https://openalex.org/W2084146705","doi":"https://doi.org/10.1145/2381716.2381764","title":"Novel KNN-motivation-PSO and its application to image segmentation","display_name":"Novel KNN-motivation-PSO and its application to image segmentation","publication_year":2012,"publication_date":"2012-09-03","ids":{"openalex":"https://openalex.org/W2084146705","doi":"https://doi.org/10.1145/2381716.2381764","mag":"2084146705"},"language":"en","primary_location":{"id":"doi:10.1145/2381716.2381764","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2381716.2381764","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the CUBE International Information Technology Conference","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/A5031481711","display_name":"Madhumita Kedlaya","orcid":null},"institutions":[{"id":"https://openalex.org/I302410947","display_name":"M S Ramaiah University of Applied Sciences","ror":"https://ror.org/02anh8x74","country_code":"IN","type":"education","lineage":["https://openalex.org/I302410947"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Madhumita Kedlaya","raw_affiliation_strings":["M S Ramaiah Institute of Technology, Bangalore, India","M S Ramaiah Institute of Technology, Bangalore, INDIA"],"affiliations":[{"raw_affiliation_string":"M S Ramaiah Institute of Technology, Bangalore, India","institution_ids":["https://openalex.org/I302410947"]},{"raw_affiliation_string":"M S Ramaiah Institute of Technology, Bangalore, INDIA","institution_ids":["https://openalex.org/I302410947"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079723341","display_name":"Harsha Bhatia","orcid":null},"institutions":[{"id":"https://openalex.org/I302410947","display_name":"M S Ramaiah University of Applied Sciences","ror":"https://ror.org/02anh8x74","country_code":"IN","type":"education","lineage":["https://openalex.org/I302410947"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Harsha Bhatia","raw_affiliation_strings":["M S Ramaiah Institute of Technology, Bangalore, India","M S Ramaiah Institute of Technology, Bangalore, INDIA"],"affiliations":[{"raw_affiliation_string":"M S Ramaiah Institute of Technology, Bangalore, India","institution_ids":["https://openalex.org/I302410947"]},{"raw_affiliation_string":"M S Ramaiah Institute of Technology, Bangalore, INDIA","institution_ids":["https://openalex.org/I302410947"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014266183","display_name":"S. Ramachandran","orcid":"https://orcid.org/0000-0002-3168-7824"},"institutions":[{"id":"https://openalex.org/I181514455","display_name":"International Institute of Information Technology Bangalore","ror":"https://ror.org/05h9eqy10","country_code":"IN","type":"education","lineage":["https://openalex.org/I181514455"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Ramachandran","raw_affiliation_strings":["S J B Institute of Technology, Bangalore, India"],"affiliations":[{"raw_affiliation_string":"S J B Institute of Technology, Bangalore, India","institution_ids":["https://openalex.org/I181514455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007826300","display_name":"K. Manikantan","orcid":null},"institutions":[{"id":"https://openalex.org/I302410947","display_name":"M S Ramaiah University of Applied Sciences","ror":"https://ror.org/02anh8x74","country_code":"IN","type":"education","lineage":["https://openalex.org/I302410947"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"K. Manikantan","raw_affiliation_strings":["M S Ramaiah Institute of Technology, Bangalore, India","M S Ramaiah Institute of Technology, Bangalore, INDIA"],"affiliations":[{"raw_affiliation_string":"M S Ramaiah Institute of Technology, Bangalore, India","institution_ids":["https://openalex.org/I302410947"]},{"raw_affiliation_string":"M S Ramaiah Institute of Technology, Bangalore, INDIA","institution_ids":["https://openalex.org/I302410947"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5031481711"],"corresponding_institution_ids":["https://openalex.org/I302410947"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11705793,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":null,"first_page":"252","last_page":"258"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9975000023841858,"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":0.9975000023841858,"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/T12261","display_name":"Statistical Mechanics and Entropy","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9855999946594238,"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/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7760629057884216},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5730413198471069},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.5458919405937195},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5378287434577942},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.4807031750679016},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4539222717285156},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4415055811405182},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.4413430988788605},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.38447466492652893},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36907368898391724},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.36735206842422485},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.293335497379303}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7760629057884216},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5730413198471069},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.5458919405937195},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5378287434577942},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.4807031750679016},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4539222717285156},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4415055811405182},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4413430988788605},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.38447466492652893},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36907368898391724},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.36735206842422485},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.293335497379303},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2381716.2381764","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2381716.2381764","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the CUBE International Information Technology Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W15205663","https://openalex.org/W118080606","https://openalex.org/W568016335","https://openalex.org/W641331139","https://openalex.org/W1539360628","https://openalex.org/W1550211845","https://openalex.org/W1564500292","https://openalex.org/W1953766815","https://openalex.org/W1990653637","https://openalex.org/W1994445384","https://openalex.org/W2019666355","https://openalex.org/W2022411568","https://openalex.org/W2031399437","https://openalex.org/W2089045143","https://openalex.org/W2119649579","https://openalex.org/W2133003941","https://openalex.org/W2142532399","https://openalex.org/W2152195021","https://openalex.org/W2162012556","https://openalex.org/W2168747298","https://openalex.org/W2185743154","https://openalex.org/W2316751308","https://openalex.org/W2543580944","https://openalex.org/W2638132574","https://openalex.org/W4206519171","https://openalex.org/W4285719527","https://openalex.org/W7027716524"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W4321353415","https://openalex.org/W2745001401","https://openalex.org/W2130974462","https://openalex.org/W2028665553","https://openalex.org/W2086519370","https://openalex.org/W972276598","https://openalex.org/W4246352526","https://openalex.org/W2121910908","https://openalex.org/W1522196789"],"abstract_inverted_index":{"Particle":[0],"Swarm":[1],"Optimization":[2],"(PSO),":[3],"limited":[4],"by":[5],"the":[6,60,84,114],"Exploration-Exploitation":[7],"balance":[8],"problem":[9],"is":[10,19,50,80],"challenging.":[11],"Exploring":[12],"more":[13],"search":[14],"space":[15],"and":[16,59,72,108,117,125],"fast":[17],"convergence":[18],"an":[20,90],"effective":[21],"approach":[22],"to":[23,46,82],"solve":[24],"this":[25,28,47],"problem.":[26,48,78],"In":[27],"paper,":[29],"we":[30],"propose":[31],"a":[32,43,51,56,73],"novel":[33],"PSO":[34,116],"algorithm":[35,64],"called":[36],"K-Nearest-Neighbour":[37,54],"Motivation":[38],"PSO,":[39],"KNN-M-PSO,":[40],"which":[41],"provides":[42],"promising":[44],"solution":[45],"KNN-M-PSO":[49],"cascade":[52],"of":[53,87,104],"algorithm,":[55],"motivation":[57],"factor":[58],"basic":[61,115],"PSO.":[62],"This":[63],"has":[65],"been":[66],"tested":[67],"on":[68,93],"standard":[69],"benchmark":[70],"functions":[71],"real":[74],"world":[75],"image":[76],"segmentation":[77],"It":[79],"used":[81],"find":[83],"optimum":[85],"values":[86,107,110],"thresholds":[88],"for":[89],"image,":[91],"based":[92],"Tsallis":[94],"Entropy":[95],"method.":[96],"The":[97],"method":[98],"gives":[99],"better":[100],"results":[101],"in":[102],"terms":[103],"increased":[105],"objective":[106],"PSNR":[109],"when":[111],"compared":[112],"with":[113],"other":[118],"optimization":[119],"algorithms":[120],"such":[121],"as":[122],"Genetic":[123],"Algorithm":[124],"Bacterial":[126],"Foraging":[127],"Algorithm.":[128]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}