{"id":"https://openalex.org/W2027626353","doi":"https://doi.org/10.1109/have.2012.6374443","title":"Dynamic hand gesture recognition from Bag-of-Features and local part model","display_name":"Dynamic hand gesture recognition from Bag-of-Features and local part model","publication_year":2012,"publication_date":"2012-10-01","ids":{"openalex":"https://openalex.org/W2027626353","doi":"https://doi.org/10.1109/have.2012.6374443","mag":"2027626353"},"language":"en","primary_location":{"id":"doi:10.1109/have.2012.6374443","is_oa":false,"landing_page_url":"https://doi.org/10.1109/have.2012.6374443","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Workshop on Haptic Audio Visual Environments and Games (HAVE 2012) Proceedings","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/A5027579265","display_name":"Muhammad Rizwan Abid","orcid":"https://orcid.org/0000-0001-7027-0434"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Muhammad R. Abid","raw_affiliation_strings":["School of Electrical Engineering and Computer Science (EECS), University of Ottawa, Ottawa, Canada","School of Electrical Engineering and Computer Science (EECS), University of Ottawa, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science (EECS), University of Ottawa, Ottawa, Canada","institution_ids":["https://openalex.org/I153718931"]},{"raw_affiliation_string":"School of Electrical Engineering and Computer Science (EECS), University of Ottawa, Canada","institution_ids":["https://openalex.org/I153718931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101794839","display_name":"Feng Shi","orcid":"https://orcid.org/0000-0001-7924-6588"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Feng Shi","raw_affiliation_strings":["School of Electrical Engineering and Computer Science (EECS), University of Ottawa, Ottawa, Canada","School of Electrical Engineering and Computer Science (EECS), University of Ottawa, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science (EECS), University of Ottawa, Ottawa, Canada","institution_ids":["https://openalex.org/I153718931"]},{"raw_affiliation_string":"School of Electrical Engineering and Computer Science (EECS), University of Ottawa, Canada","institution_ids":["https://openalex.org/I153718931"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023904661","display_name":"Emil M. Petriu","orcid":"https://orcid.org/0000-0002-0274-1035"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Emil M. Petriu","raw_affiliation_strings":["School of Electrical Engineering and Computer Science (EECS), University of Ottawa, Ottawa, Canada","School of Electrical Engineering and Computer Science (EECS), University of Ottawa, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science (EECS), University of Ottawa, Ottawa, Canada","institution_ids":["https://openalex.org/I153718931"]},{"raw_affiliation_string":"School of Electrical Engineering and Computer Science (EECS), University of Ottawa, Canada","institution_ids":["https://openalex.org/I153718931"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I153718931"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"78","last_page":"82"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":1.0,"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":1.0,"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":0.9998000264167786,"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/T12740","display_name":"Gait Recognition and Analysis","score":0.9937000274658203,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/computer-science","display_name":"Computer science","score":0.7918606996536255},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.7626856565475464},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.737592875957489},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7144222259521484},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.703858494758606},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.6227850914001465},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6027977466583252},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5497727990150452},{"id":"https://openalex.org/keywords/orientation","display_name":"Orientation (vector space)","score":0.43975627422332764},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4228637218475342},{"id":"https://openalex.org/keywords/histogram-of-oriented-gradients","display_name":"Histogram of oriented gradients","score":0.41208532452583313},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.20973053574562073},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09336316585540771}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7918606996536255},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.7626856565475464},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.737592875957489},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7144222259521484},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.703858494758606},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.6227850914001465},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6027977466583252},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5497727990150452},{"id":"https://openalex.org/C16345878","wikidata":"https://www.wikidata.org/wiki/Q107472979","display_name":"Orientation (vector space)","level":2,"score":0.43975627422332764},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4228637218475342},{"id":"https://openalex.org/C17426736","wikidata":"https://www.wikidata.org/wiki/Q419918","display_name":"Histogram of oriented gradients","level":4,"score":0.41208532452583313},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.20973053574562073},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09336316585540771},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/have.2012.6374443","is_oa":false,"landing_page_url":"https://doi.org/10.1109/have.2012.6374443","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Workshop on Haptic Audio Visual Environments and Games (HAVE 2012) Proceedings","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1534763723","https://openalex.org/W1823684626","https://openalex.org/W1864907493","https://openalex.org/W1923403805","https://openalex.org/W1974622383","https://openalex.org/W1993229407","https://openalex.org/W2024868105","https://openalex.org/W2071441574","https://openalex.org/W2073459066","https://openalex.org/W2096384811","https://openalex.org/W2096691069","https://openalex.org/W2097711723","https://openalex.org/W2103140817","https://openalex.org/W2119799051","https://openalex.org/W2140856208","https://openalex.org/W2142194269","https://openalex.org/W2147319823","https://openalex.org/W2147926254","https://openalex.org/W2148134892","https://openalex.org/W2151103935","https://openalex.org/W2153635508","https://openalex.org/W2160395934","https://openalex.org/W2161969291","https://openalex.org/W2168392347","https://openalex.org/W2533739470","https://openalex.org/W6632082525","https://openalex.org/W6639201872","https://openalex.org/W6668990524"],"related_works":["https://openalex.org/W2902873204","https://openalex.org/W2185750513","https://openalex.org/W2010878661","https://openalex.org/W3147379364","https://openalex.org/W2026258298","https://openalex.org/W3204639664","https://openalex.org/W2970836791","https://openalex.org/W2805039731","https://openalex.org/W2989699735","https://openalex.org/W2562641072"],"abstract_inverted_index":{"This":[0],"paper":[1],"discusses":[2],"the":[3,54,80,86],"use":[4],"of":[5,38,82,89,115],"Bag-of-Features":[6],"and":[7,68],"a":[8,39,65,94,112],"local":[9,28,96],"part":[10,97],"model":[11,98],"approach":[12],"for":[13],"bare":[14],"hand":[15,17,58],"dynamic":[16],"gesture":[18,59],"recognition":[19],"from":[20],"video.":[21],"We":[22,33],"used":[23,93],"dense":[24],"sampling":[25],"to":[26,45,52,99],"extract":[27],"3D":[29],"multiscale":[30,95],"whole-part":[31],"features.":[32,47],"adopted":[34],"three":[35],"dimensional":[36],"histograms":[37],"gradient":[40],"orientation":[41],"(3D":[42],"HOG)":[43],"descriptor":[44],"represent":[46],"K-means++":[48],"method":[49],"has":[50],"applied":[51],"cluster":[53],"visual":[55],"words.":[56],"Dynamic":[57],"classification":[60],"was":[61],"completed":[62],"by":[63],"using":[64],"Bag-of-features":[66],"(BOF)":[67],"non-linear":[69],"support":[70],"vector":[71],"machine":[72],"(SVM)":[73],"method.":[74],"A":[75],"BOF":[76,90],"do":[77],"not":[78],"track":[79],"order":[81],"events.":[83],"To":[84],"counter":[85],"unordered":[87],"events":[88],"approach,":[91],"we":[92],"preserve":[100],"temporal":[101],"context.":[102],"Initial":[103],"experimental":[104],"results":[105],"on":[106],"newly":[107],"collected":[108],"complex":[109],"dataset":[110],"show":[111],"higher":[113],"level":[114],"recognition.":[116]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
