{"id":"https://openalex.org/W2056072001","doi":"https://doi.org/10.1109/artcom.2009.99","title":"Clustering Method Evaluation for Hidden Markov Model Based Real-Time Gesture Recognition","display_name":"Clustering Method Evaluation for Hidden Markov Model Based Real-Time Gesture Recognition","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W2056072001","doi":"https://doi.org/10.1109/artcom.2009.99","mag":"2056072001"},"language":"en","primary_location":{"id":"doi:10.1109/artcom.2009.99","doi":"https://doi.org/10.1109/artcom.2009.99","is_oa":false,"landing_page_url":"https://doi.org/10.1109/artcom.2009.99","pdf_url":null,"source":{"id":"https://openalex.org/S7407086337","display_name":"International Conference on Advances in Recent Technologies in Communication and Computing (ARTCom)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 International Conference on Advances in Recent Technologies in Communication and Computing","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5032171020","display_name":"Jay Shankar Prasad","orcid":"https://orcid.org/0000-0002-6293-3098","observed_orcids":["https://orcid.org/0000-0002-6293-3098"]},"institutions":[{"id":"https://openalex.org/I26072440","display_name":"Indian Institute of Information Technology Allahabad","ror":"https://ror.org/03rgjt374","country_code":"IN","type":"education","lineage":["https://openalex.org/I26072440"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jay Shankar Prasad","raw_affiliation_strings":["Robotics & AI Laboratory, Indian Institute of Information Technology, Allahabad, India","Robot. & AI Lab., Indian Inst. of Inf. Technol., Allahabad, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Robotics & AI Laboratory, Indian Institute of Information Technology, Allahabad, India","institution_ids":["https://openalex.org/I26072440"]},{"raw_affiliation_string":"Robot. & AI Lab., Indian Inst. of Inf. Technol., Allahabad, India","institution_ids":["https://openalex.org/I26072440"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110133070","display_name":"Gora Chand Nandi","orcid":"https://orcid.org/0000-0002-3788-3834","observed_orcids":["https://orcid.org/0000-0002-3788-3834"]},"institutions":[{"id":"https://openalex.org/I26072440","display_name":"Indian Institute of Information Technology Allahabad","ror":"https://ror.org/03rgjt374","country_code":"IN","type":"education","lineage":["https://openalex.org/I26072440"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Gora Chand Nandi","raw_affiliation_strings":["Robotics & AI Laboratory, Indian Institute of Information Technology, Allahabad, India","Robot. & AI Lab., Indian Inst. of Inf. Technol., Allahabad, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Robotics & AI Laboratory, Indian Institute of Information Technology, Allahabad, India","institution_ids":["https://openalex.org/I26072440"]},{"raw_affiliation_string":"Robot. & AI Lab., Indian Inst. of Inf. Technol., Allahabad, India","institution_ids":["https://openalex.org/I26072440"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I26072440"],"apc_list":null,"apc_paid":null,"fwci":1.7209,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.82600486,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"419","last_page":"423"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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":0.0003000000142492354,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/gesture-recognition","display_name":"gesture recognition","score":0.9200000166893005},{"id":"https://openalex.org/keywords/hidden-markov-models","display_name":"hidden Markov models","score":0.9110000133514404},{"id":"https://openalex.org/keywords/clustering","display_name":"clustering","score":0.6690000295639038},{"id":"https://openalex.org/keywords/real-time-systems","display_name":"real-time systems","score":0.8149999976158142},{"id":"https://openalex.org/keywords/motion-feature-extraction","display_name":"motion feature extraction","score":0.781000018119812},{"id":"https://openalex.org/keywords/video-frame","display_name":"video frame","score":0.5950000286102295},{"id":"https://openalex.org/keywords/human-machine-interaction","display_name":"human-machine interaction","score":0.6959999799728394}],"concepts":[{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.8498532176017761},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8186687231063843},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.7502344250679016},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7462100982666016},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.7119052410125732},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6862339377403259},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6631263494491577},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5217866897583008},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.46135756373405457},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3918001651763916}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/artcom.2009.99","doi":"https://doi.org/10.1109/artcom.2009.99","is_oa":false,"landing_page_url":"https://doi.org/10.1109/artcom.2009.99","pdf_url":null,"source":{"id":"https://openalex.org/S7407086337","display_name":"International Conference on Advances in Recent Technologies in Communication and Computing (ARTCom)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 International Conference on Advances in Recent Technologies in Communication and Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1570018840","https://openalex.org/W2056315951","https://openalex.org/W2067191022","https://openalex.org/W2083871567","https://openalex.org/W2090785766","https://openalex.org/W2107927290","https://openalex.org/W2120688485","https://openalex.org/W2121380677","https://openalex.org/W2124619563","https://openalex.org/W2128666219","https://openalex.org/W2134130385","https://openalex.org/W2139883382","https://openalex.org/W2145452192","https://openalex.org/W2146089270","https://openalex.org/W2158233635","https://openalex.org/W2161160262"],"related_works":["https://openalex.org/W1570018840","https://openalex.org/W2006347227","https://openalex.org/W2537756801","https://openalex.org/W7100816999","https://openalex.org/W2150509425","https://openalex.org/W1991815060","https://openalex.org/W2090668852","https://openalex.org/W2606875443","https://openalex.org/W2909882887","https://openalex.org/W2039957442"],"abstract_inverted_index":{"This":[0],"paper":[1],"deals":[2],"with":[3],"the":[4,23,41,61,68],"development":[5],"of":[6,40,70],"high":[7],"performance":[8,38],"real-time":[9],"system":[10,44],"for":[11,37,51],"complex":[12],"dynamic":[13],"gesture":[14],"recognition.":[15],"The":[16],"various":[17],"motion":[18],"features":[19],"are":[20,27],"extracted":[21],"from":[22],"video":[24],"frames":[25],"which":[26],"used":[28,33],"by":[29],"HMM":[30],"classifier.":[31,42],"We":[32,55],"several":[34],"clustering":[35],"techniques":[36],"evaluation":[39],"Our":[43],"vectorises":[45],"gestures":[46],"into":[47],"sequential":[48],"symbols":[49],"both":[50],"training":[52],"and":[53,60],"testing.":[54],"found":[56],"very":[57],"encouraging":[58],"results":[59],"proposed":[62],"method":[63],"has":[64],"potential":[65],"application":[66],"in":[67],"field":[69],"human":[71],"machine":[72],"interaction.":[73]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":3}],"updated_date":"2026-11-06T12:05:46.655746","created_date":"2016-06-24T00:00:00"}