{"id":"https://openalex.org/W2135818648","doi":"https://doi.org/10.1109/isspa.2010.5605513","title":"Human posture classification using hybrid Particle Swarm Optimization","display_name":"Human posture classification using hybrid Particle Swarm Optimization","publication_year":2010,"publication_date":"2010-05-01","ids":{"openalex":"https://openalex.org/W2135818648","doi":"https://doi.org/10.1109/isspa.2010.5605513","mag":"2135818648"},"language":"en","primary_location":{"id":"doi:10.1109/isspa.2010.5605513","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isspa.2010.5605513","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"10th International Conference on Information Science, Signal Processing and their Applications (ISSPA 2010)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5057055303","display_name":"Maleeha Kiran","orcid":null},"institutions":[{"id":"https://openalex.org/I891303086","display_name":"MIMOS (Malaysia)","ror":"https://ror.org/01k94e681","country_code":"MY","type":"government","lineage":["https://openalex.org/I891303086"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Maleeha Kiran","raw_affiliation_strings":["Centre for Multimodal Signal Processing, Mimos Berhad, Kuala Lumpur, Malaysia","Centre for Multimodal Signal Processing, Mimos Berhad, Technology Park Malaysia, 57000 Kuala Lumpur, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Multimodal Signal Processing, Mimos Berhad, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I891303086"]},{"raw_affiliation_string":"Centre for Multimodal Signal Processing, Mimos Berhad, Technology Park Malaysia, 57000 Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I891303086"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076027770","display_name":"Sing Loong Teng","orcid":null},"institutions":[{"id":"https://openalex.org/I891303086","display_name":"MIMOS (Malaysia)","ror":"https://ror.org/01k94e681","country_code":"MY","type":"government","lineage":["https://openalex.org/I891303086"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Sing Loong Teng","raw_affiliation_strings":["Centre for Multimodal Signal Processing, Mimos Berhad, Kuala Lumpur, Malaysia","Centre for Multimodal Signal Processing, Mimos Berhad, Technology Park Malaysia, 57000 Kuala Lumpur, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Multimodal Signal Processing, Mimos Berhad, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I891303086"]},{"raw_affiliation_string":"Centre for Multimodal Signal Processing, Mimos Berhad, Technology Park Malaysia, 57000 Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I891303086"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070805897","display_name":"Chee Seng Chan","orcid":"https://orcid.org/0000-0001-7677-2865"},"institutions":[{"id":"https://openalex.org/I891303086","display_name":"MIMOS (Malaysia)","ror":"https://ror.org/01k94e681","country_code":"MY","type":"government","lineage":["https://openalex.org/I891303086"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Chee Seng Chan","raw_affiliation_strings":["Centre for Multimodal Signal Processing, Mimos Berhad, Kuala Lumpur, Malaysia","Centre for Multimodal Signal Processing, Mimos Berhad, Technology Park Malaysia, 57000 Kuala Lumpur, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Multimodal Signal Processing, Mimos Berhad, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I891303086"]},{"raw_affiliation_string":"Centre for Multimodal Signal Processing, Mimos Berhad, Technology Park Malaysia, 57000 Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I891303086"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111930881","display_name":"Weng Kin Lai","orcid":null},"institutions":[{"id":"https://openalex.org/I891303086","display_name":"MIMOS (Malaysia)","ror":"https://ror.org/01k94e681","country_code":"MY","type":"government","lineage":["https://openalex.org/I891303086"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Weng Kin Lai","raw_affiliation_strings":["Centre for Multimodal Signal Processing, Mimos Berhad, Kuala Lumpur, Malaysia","Centre for Multimodal Signal Processing, Mimos Berhad, Technology Park Malaysia, 57000 Kuala Lumpur, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Multimodal Signal Processing, Mimos Berhad, Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I891303086"]},{"raw_affiliation_string":"Centre for Multimodal Signal Processing, Mimos Berhad, Technology Park Malaysia, 57000 Kuala Lumpur, Malaysia","institution_ids":["https://openalex.org/I891303086"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I891303086"],"apc_list":null,"apc_paid":null,"fwci":0.8158,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.737553,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"778","last_page":"781"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9993000030517578,"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":0.9993000030517578,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9811000227928162,"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/T12222","display_name":"IoT-based Smart Home Systems","score":0.9767000079154968,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.905670166015625},{"id":"https://openalex.org/keywords/centroid","display_name":"Centroid","score":0.8141618967056274},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5855516195297241},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5278006792068481},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5146442651748657},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.48464256525039673},{"id":"https://openalex.org/keywords/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.45762476325035095},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42515650391578674},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4048263430595398},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.39513668417930603},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23714593052864075}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.905670166015625},{"id":"https://openalex.org/C146599234","wikidata":"https://www.wikidata.org/wiki/Q511093","display_name":"Centroid","level":2,"score":0.8141618967056274},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5855516195297241},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5278006792068481},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5146442651748657},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.48464256525039673},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.45762476325035095},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42515650391578674},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4048263430595398},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.39513668417930603},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23714593052864075},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isspa.2010.5605513","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isspa.2010.5605513","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"10th International Conference on Information Science, Signal Processing and their Applications (ISSPA 2010)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.4099999964237213,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1585002319","https://openalex.org/W1970351663","https://openalex.org/W1995903777","https://openalex.org/W2071544235","https://openalex.org/W2097747115","https://openalex.org/W2102550403","https://openalex.org/W2131074607","https://openalex.org/W2135646341","https://openalex.org/W2152195021","https://openalex.org/W2153233077","https://openalex.org/W2273662356"],"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":{"Accurate":[0],"identification":[1],"and":[2,93,102],"categorization":[3],"of":[4,7,14,62,71],"different":[5],"types":[6],"human":[8,38],"postures":[9,39],"is":[10,47],"a":[11,15],"vital":[12],"element":[13],"real":[16],"time":[17],"video-based":[18],"surveillance":[19],"system.":[20],"In":[21],"this":[22],"paper,":[23],"we":[24],"present":[25],"an":[26],"approach":[27],"known":[28],"as":[29,67],"the":[30,56,60,63,72,79,86,91,94,103],"hybrid":[31],"Particle":[32],"Swarm":[33],"Optimization":[34],"(PSO+K)":[35],"to":[36,49,77,112],"classify":[37],"into":[40],"their":[41],"respective":[42],"clusters.":[43],"The":[44],"PSO":[45,64,96],"algorithm":[46,87,97],"used":[48,66],"search":[50],"for":[51,74],"possible":[52],"optimal":[53,81],"solution":[54,57],"from":[55,85],"space.":[58],"Then":[59],"results":[61,84],"are":[65,88],"initial":[68],"cluster":[69],"centroids":[70],"K-Means":[73,92],"further":[75],"refinement":[76],"find":[78],"final":[80],"solution.":[82],"Experimental":[83],"compared":[89,111],"with":[90],"conventional":[95],"using":[98],"our":[99],"posture":[100],"dataset":[101],"result":[104],"shows":[105],"that":[106],"PSO+K":[107],"produces":[108],"better":[109],"accuracies":[110],"other":[113],"algorithms.":[114]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}