{"id":"https://openalex.org/W2033239073","doi":"https://doi.org/10.1109/dictap.2012.6215337","title":"A framework of multi-objective particle swarm optimization in motion segmentation problem","display_name":"A framework of multi-objective particle swarm optimization in motion segmentation problem","publication_year":2012,"publication_date":"2012-05-01","ids":{"openalex":"https://openalex.org/W2033239073","doi":"https://doi.org/10.1109/dictap.2012.6215337","mag":"2033239073"},"language":"en","primary_location":{"id":"doi:10.1109/dictap.2012.6215337","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dictap.2012.6215337","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Second International Conference on Digital Information and Communication Technology and it's Applications (DICTAP)","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/A5077099506","display_name":"Nilam Nur Amir Sjarif","orcid":"https://orcid.org/0000-0003-4969-9708"},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Nilam Nur Amir Sjarif","raw_affiliation_strings":["Soft Computing Research Group, Universiti Teknologi Malaysia, Skudai, Malaysia","Soft Computing Reseach Group, Universiti Teknologi Malaysia, Skudai"],"affiliations":[{"raw_affiliation_string":"Soft Computing Research Group, Universiti Teknologi Malaysia, Skudai, Malaysia","institution_ids":["https://openalex.org/I4576418"]},{"raw_affiliation_string":"Soft Computing Reseach Group, Universiti Teknologi Malaysia, Skudai","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082730131","display_name":"Siti Mariyam Shamsuddin","orcid":"https://orcid.org/0000-0002-0982-5629"},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Siti Mariyam Shamsuddin","raw_affiliation_strings":["Soft Computing Research Group, Universiti Teknologi Malaysia, Skudai, Malaysia","Soft Computing Reseach Group, Universiti Teknologi Malaysia, Skudai"],"affiliations":[{"raw_affiliation_string":"Soft Computing Research Group, Universiti Teknologi Malaysia, Skudai, Malaysia","institution_ids":["https://openalex.org/I4576418"]},{"raw_affiliation_string":"Soft Computing Reseach Group, Universiti Teknologi Malaysia, Skudai","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108032935","display_name":"Siti Zaiton Mohd Hashim","orcid":"https://orcid.org/0000-0001-5122-7166"},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Siti Zaiton Mohd Hashim","raw_affiliation_strings":["Soft Computing Research Group, Universiti Teknologi Malaysia, Skudai, Malaysia","Soft Computing Reseach Group, Universiti Teknologi Malaysia, Skudai"],"affiliations":[{"raw_affiliation_string":"Soft Computing Research Group, Universiti Teknologi Malaysia, Skudai, Malaysia","institution_ids":["https://openalex.org/I4576418"]},{"raw_affiliation_string":"Soft Computing Reseach Group, Universiti Teknologi Malaysia, Skudai","institution_ids":["https://openalex.org/I4576418"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5077099506"],"corresponding_institution_ids":["https://openalex.org/I4576418"],"apc_list":null,"apc_paid":null,"fwci":0.5491,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.67755731,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"2","issue":null,"first_page":"93","last_page":"98"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9998000264167786,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9998000264167786,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9983999729156494,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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":0.7219406366348267},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7105659246444702},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6291511058807373},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6279425024986267},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.6013302206993103},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.575081467628479},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5701953172683716},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.5528846383094788},{"id":"https://openalex.org/keywords/segmentation-based-object-categorization","display_name":"Segmentation-based object categorization","score":0.5057723522186279},{"id":"https://openalex.org/keywords/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.4907778203487396},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4554351270198822},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.4363902807235718},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4181596636772156},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2486056089401245},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.23027491569519043},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.138609379529953},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07619181275367737}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7219406366348267},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7105659246444702},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6291511058807373},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6279425024986267},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.6013302206993103},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.575081467628479},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5701953172683716},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.5528846383094788},{"id":"https://openalex.org/C25694479","wikidata":"https://www.wikidata.org/wiki/Q7446278","display_name":"Segmentation-based object categorization","level":5,"score":0.5057723522186279},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.4907778203487396},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4554351270198822},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.4363902807235718},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4181596636772156},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2486056089401245},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.23027491569519043},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.138609379529953},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07619181275367737},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/dictap.2012.6215337","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dictap.2012.6215337","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 Second International Conference on Digital Information and Communication Technology and it's Applications (DICTAP)","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":23,"referenced_works":["https://openalex.org/W1972851400","https://openalex.org/W1992699367","https://openalex.org/W2025535547","https://openalex.org/W2027945172","https://openalex.org/W2029174407","https://openalex.org/W2033630480","https://openalex.org/W2047152483","https://openalex.org/W2062015398","https://openalex.org/W2078308249","https://openalex.org/W2095406509","https://openalex.org/W2096246546","https://openalex.org/W2102966735","https://openalex.org/W2103998648","https://openalex.org/W2106492753","https://openalex.org/W2123808725","https://openalex.org/W2125899728","https://openalex.org/W2138865405","https://openalex.org/W2141572457","https://openalex.org/W2143587380","https://openalex.org/W2152195021","https://openalex.org/W2171324559","https://openalex.org/W2181824291","https://openalex.org/W4231132678"],"related_works":["https://openalex.org/W2006324351","https://openalex.org/W2965421953","https://openalex.org/W2349895019","https://openalex.org/W2116074880","https://openalex.org/W2070977815","https://openalex.org/W2950423922","https://openalex.org/W2121780490","https://openalex.org/W2137136732","https://openalex.org/W2972744589","https://openalex.org/W2132113279"],"abstract_inverted_index":{"Research":[0],"in":[1,31,53,115,135],"motion":[2,16,54,70,137],"segmentation":[3,17,36,71,138],"and":[4,25,86,121],"robust":[5],"tracking":[6],"have":[7],"been":[8],"getting":[9],"more":[10],"attention":[11],"recently.":[12],"In":[13,56],"video":[14,32,65,141],"sequence,":[15,33],"is":[18,38,44,88,112,131],"considered":[19],"as":[20],"multi-objective":[21,41,136],"problem.":[22],"Better":[23],"representation":[24],"processing":[26],"of":[27,63,69,84,100,104,127,140],"the":[28,50,64,92,97,101,118],"standard":[29],"image":[30],"with":[34,94],"efficient":[35],"algorithm":[37],"required.":[39],"Thus,":[40],"optimization":[42,51,68,105],"approach":[43],"an":[45],"appropriate":[46],"method":[47],"to":[48,90,96],"solve":[49],"problem":[52,139],"segmentation.":[55],"this":[57],"paper,":[58],"we":[59],"present":[60],"new":[61],"framework":[62],"surveillance":[66,142],"for":[67],"using":[72],"Multi-objective":[73],"particle":[74],"swarm":[75],"(MOPSO)":[76],"algorithm.":[77],"Experiment":[78],"based":[79],"on":[80],"benchmarked":[81],"test":[82],"functions":[83],"MOPSO":[85,111],"PSO":[87],"evaluated":[89],"show":[91],"result":[93,108],"respect":[95],"coverage":[98],"metric":[99],"best":[102],"point":[103],"value.":[106],"The":[107],"indicates":[109],"that":[110],"highly":[113],"good":[114],"converging":[116],"towards":[117],"Pareto":[119],"Front":[120],"has":[122],"generated":[123],"a":[124,132],"well-distributed":[125],"set":[126],"non-dominated":[128],"solution.":[129],"Hence,":[130],"promising":[133],"solution":[134],"application.":[143]},"counts_by_year":[{"year":2013,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
