{"id":"https://openalex.org/W2770928021","doi":"https://doi.org/10.1109/icmlc.2017.8107780","title":"Action recognition in videos based on weighted hyper-sphere support vector machine","display_name":"Action recognition in videos based on weighted hyper-sphere support vector machine","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2770928021","doi":"https://doi.org/10.1109/icmlc.2017.8107780","mag":"2770928021"},"language":"en","primary_location":{"id":"doi:10.1109/icmlc.2017.8107780","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc.2017.8107780","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Conference on Machine Learning and Cybernetics (ICMLC)","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/A5100319110","display_name":"Shuang Liu","orcid":"https://orcid.org/0000-0002-9027-0690"},"institutions":[{"id":"https://openalex.org/I61565387","display_name":"Dalian Minzu University","ror":"https://ror.org/02hxfx521","country_code":"CN","type":"education","lineage":["https://openalex.org/I61565387"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shuang Liu","raw_affiliation_strings":["School of Computer Science & Engineering, Dalian Minzu University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science & Engineering, Dalian Minzu University, Dalian, China","institution_ids":["https://openalex.org/I61565387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022347797","display_name":"Peng Chen","orcid":"https://orcid.org/0000-0001-8314-8593"},"institutions":[{"id":"https://openalex.org/I61565387","display_name":"Dalian Minzu University","ror":"https://ror.org/02hxfx521","country_code":"CN","type":"education","lineage":["https://openalex.org/I61565387"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Chen","raw_affiliation_strings":["School of Computer Science & Engineering, Dalian Minzu University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science & Engineering, Dalian Minzu University, Dalian, China","institution_ids":["https://openalex.org/I61565387"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012776550","display_name":"Xing Cui","orcid":"https://orcid.org/0000-0001-6788-1920"},"institutions":[{"id":"https://openalex.org/I4210131997","display_name":"Dalian Neusoft University of Information","ror":"https://ror.org/0304ty515","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131997"]},{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xing Cui","raw_affiliation_strings":["Department of Software Engineering, Dalian Neusoft University of Information, Dalian, China","Navigation College, Dalian Maritime University, Dalian, China"],"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, Dalian Neusoft University of Information, Dalian, China","institution_ids":["https://openalex.org/I4210131997"]},{"raw_affiliation_string":"Navigation College, Dalian Maritime University, Dalian, China","institution_ids":["https://openalex.org/I43313876"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100319110"],"corresponding_institution_ids":["https://openalex.org/I61565387"],"apc_list":null,"apc_paid":null,"fwci":0.091,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.48696712,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"9","issue":null,"first_page":"299","last_page":"304"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9998999834060669,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9993000030517578,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7187422513961792},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6964700222015381},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6019814014434814},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.5979146957397461},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.5587467551231384},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5576554536819458},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.4564904570579529},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.42412757873535156},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41840028762817383},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.41256898641586304},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3626881241798401},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3566540777683258}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7187422513961792},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6964700222015381},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6019814014434814},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.5979146957397461},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.5587467551231384},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5576554536819458},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.4564904570579529},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.42412757873535156},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41840028762817383},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.41256898641586304},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3626881241798401},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3566540777683258},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"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/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icmlc.2017.8107780","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc.2017.8107780","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Conference on Machine Learning and Cybernetics (ICMLC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.7300000190734863,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W173162189","https://openalex.org/W1608257334","https://openalex.org/W2012404720","https://openalex.org/W2014914041","https://openalex.org/W2060645041","https://openalex.org/W2107962625","https://openalex.org/W2143004591","https://openalex.org/W2385200041","https://openalex.org/W6607112127","https://openalex.org/W7019788007"],"related_works":["https://openalex.org/W2090763504","https://openalex.org/W148178222","https://openalex.org/W2104657898","https://openalex.org/W1948992892","https://openalex.org/W1886884218","https://openalex.org/W1910826599","https://openalex.org/W1980100242","https://openalex.org/W2095030957","https://openalex.org/W2066827917","https://openalex.org/W2884201223"],"abstract_inverted_index":{"Behavior":[0],"or":[1,23,65,76],"human":[2],"action":[3,27,98,176],"recognition":[4,28,99,177,201],"is":[5,29,80,124,137,160,174],"one":[6,22],"hot":[7],"research":[8],"topic":[9],"in":[10,90],"real-time":[11,58,97,119],"video":[12],"surveillance":[13],"system.":[14],"Dangerous":[15],"accidents":[16,117],"consist":[17],"of":[18,84,128,134,198],"dangerous":[19,33,43],"actions":[20,44],"by":[21,39,87],"more":[24,66],"persons.":[25],"Thus,":[26],"very":[30],"important":[31],"for":[32,69,209],"accident":[34,111],"recognition.":[35],"If":[36],"videos":[37,46,85],"captured":[38],"public":[40,71,91,211],"cameras":[41,88],"especially":[42],"related":[45],"can":[47],"be":[48,74],"processed":[49],"and":[50,57,93,113,154,168,206],"analyzed":[51],"immediately":[52],"to":[53,81,107],"provide":[54,204],"an":[55],"early":[56],"warning":[59],"with":[60,115,120,192],"appropriate":[61],"emergency":[62],"measures,":[63],"injuries":[64],"serious":[67],"results":[68],"the":[70,116,125,199],"safety":[72,212],"may":[73],"reduced":[75],"eliminated.":[77],"Our":[78],"goal":[79],"take":[82],"advantage":[83],"recorded":[86],"installed":[89],"places":[92],"design":[94],"a":[95],"fast":[96],"algorithm":[100,136,202],"without":[101],"other":[102],"auxiliary":[103],"data.":[104],"In":[105],"order":[106],"eliminate":[108],"any":[109],"potential":[110],"danger":[112],"deal":[114],"immediately,":[118],"low":[121],"computation":[122],"cost":[123],"primary":[126],"requirement":[127],"our":[129,135,188],"algorithm.":[130],"The":[131,157,171],"first":[132],"step":[133,159,173],"frame":[138],"images":[139],"preprocessing":[140],"which":[141],"includes":[142],"three-frame":[143],"difference":[144],"method,":[145],"Gaussian":[146,152],"backgrounds":[147],"mixture":[148],"model,":[149],"morph":[150],"operations":[151],"filtering":[153],"median":[155],"filtering.":[156],"second":[158],"moving":[161],"objects":[162],"detection":[163],"based":[164,178],"on":[165,179],"trajectory":[166],"feature":[167],"shape":[169],"feature.":[170],"third":[172],"different":[175],"weighted":[180],"hyper-sphere":[181],"support":[182],"vector":[183],"machine":[184],"(SVM).":[185],"To":[186],"validate":[187],"algorithm,":[189],"some":[190],"experiments":[191],"discussions":[193],"are":[194],"given.":[195],"Successful":[196],"application":[197],"proposed":[200],"will":[203],"scientific":[205],"efficient":[207],"solutions":[208],"non-traditional":[210],"problems.":[213]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
