{"id":"https://openalex.org/W2605247123","doi":"https://doi.org/10.1515/amcs-2017-0013","title":"Abnormal Prediction of Dense Crowd Videos by a Purpose\u2013Driven Lattice Boltzmann Model","display_name":"Abnormal Prediction of Dense Crowd Videos by a Purpose\u2013Driven Lattice Boltzmann Model","publication_year":2017,"publication_date":"2017-03-28","ids":{"openalex":"https://openalex.org/W2605247123","doi":"https://doi.org/10.1515/amcs-2017-0013","mag":"2605247123"},"language":"en","primary_location":{"id":"doi:10.1515/amcs-2017-0013","is_oa":true,"landing_page_url":"https://doi.org/10.1515/amcs-2017-0013","pdf_url":"https://content.sciendo.com/downloadpdf/journals/amcs/27/1/article-p181.pdf","source":{"id":"https://openalex.org/S117679522","display_name":"International Journal of Applied Mathematics and Computer Science","issn_l":"1641-876X","issn":["1641-876X","2083-8492"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320322","host_organization_name":"De Gruyter Open","host_organization_lineage":["https://openalex.org/P4310320322","https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter Open","De Gruyter"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Applied Mathematics and Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://content.sciendo.com/downloadpdf/journals/amcs/27/1/article-p181.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076311481","display_name":"Yiran Xue","orcid":"https://orcid.org/0000-0003-4800-8442"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yiran Xue","raw_affiliation_strings":["School of Computer Science and Technology Harbin Institute of Technology, Mailbox 352, 92 West Dazhi Street, Nan Gang District , Harbin 150001 , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology Harbin Institute of Technology, Mailbox 352, 92 West Dazhi Street, Nan Gang District , Harbin 150001 , China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107846290","display_name":"Peng Liu","orcid":"https://orcid.org/0000-0001-5437-1294"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Liu","raw_affiliation_strings":["School of Computer Science and Technology Harbin Institute of Technology, Mailbox 352, 92 West Dazhi Street, Nan Gang District , Harbin 150001 , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology Harbin Institute of Technology, Mailbox 352, 92 West Dazhi Street, Nan Gang District , Harbin 150001 , China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079607464","display_name":"Ye Tao","orcid":"https://orcid.org/0000-0002-3954-828X"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ye Tao","raw_affiliation_strings":["School of Computer Science and Technology Harbin Institute of Technology, Mailbox 352, 92 West Dazhi Street, Nan Gang District , Harbin 150001 , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology Harbin Institute of Technology, Mailbox 352, 92 West Dazhi Street, Nan Gang District , Harbin 150001 , China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100873220","display_name":"Xianglong Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianglong Tang","raw_affiliation_strings":["School of Computer Science and Technology Harbin Institute of Technology, Mailbox 352, 92 West Dazhi Street, Nan Gang District , Harbin 150001 , China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology Harbin Institute of Technology, Mailbox 352, 92 West Dazhi Street, Nan Gang District , Harbin 150001 , China","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5076311481","https://openalex.org/A5079607464"],"corresponding_institution_ids":["https://openalex.org/I204983213"],"apc_list":{"value":4080,"currency":"PLN","value_usd":1100},"apc_paid":{"value":4080,"currency":"PLN","value_usd":1100},"fwci":0.8322,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.79881368,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"27","issue":"1","first_page":"181","last_page":"194"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.996399998664856,"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":0.9926999807357788,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/crowds","display_name":"Crowds","score":0.8983637094497681},{"id":"https://openalex.org/keywords/lattice-boltzmann-methods","display_name":"Lattice Boltzmann methods","score":0.660180926322937},{"id":"https://openalex.org/keywords/crowd-simulation","display_name":"Crowd simulation","score":0.6522050499916077},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6436384320259094},{"id":"https://openalex.org/keywords/collision","display_name":"Collision","score":0.5534213781356812},{"id":"https://openalex.org/keywords/crowd-psychology","display_name":"Crowd psychology","score":0.5452691316604614},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44070926308631897},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.33808717131614685},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.3374099135398865},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.12834879755973816},{"id":"https://openalex.org/keywords/mechanics","display_name":"Mechanics","score":0.10217365622520447},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.056592702865600586}],"concepts":[{"id":"https://openalex.org/C2777852691","wikidata":"https://www.wikidata.org/wiki/Q13430821","display_name":"Crowds","level":2,"score":0.8983637094497681},{"id":"https://openalex.org/C21821499","wikidata":"https://www.wikidata.org/wiki/Q1807064","display_name":"Lattice Boltzmann methods","level":2,"score":0.660180926322937},{"id":"https://openalex.org/C45617602","wikidata":"https://www.wikidata.org/wiki/Q465266","display_name":"Crowd simulation","level":3,"score":0.6522050499916077},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6436384320259094},{"id":"https://openalex.org/C121704057","wikidata":"https://www.wikidata.org/wiki/Q352070","display_name":"Collision","level":2,"score":0.5534213781356812},{"id":"https://openalex.org/C44042526","wikidata":"https://www.wikidata.org/wiki/Q1355183","display_name":"Crowd psychology","level":2,"score":0.5452691316604614},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44070926308631897},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.33808717131614685},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.3374099135398865},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12834879755973816},{"id":"https://openalex.org/C57879066","wikidata":"https://www.wikidata.org/wiki/Q41217","display_name":"Mechanics","level":1,"score":0.10217365622520447},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.056592702865600586}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1515/amcs-2017-0013","is_oa":true,"landing_page_url":"https://doi.org/10.1515/amcs-2017-0013","pdf_url":"https://content.sciendo.com/downloadpdf/journals/amcs/27/1/article-p181.pdf","source":{"id":"https://openalex.org/S117679522","display_name":"International Journal of Applied Mathematics and Computer Science","issn_l":"1641-876X","issn":["1641-876X","2083-8492"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320322","host_organization_name":"De Gruyter Open","host_organization_lineage":["https://openalex.org/P4310320322","https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter Open","De Gruyter"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Applied Mathematics and Computer Science","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:99c3a2fbb68a497283b96db157f13718","is_oa":false,"landing_page_url":"https://doaj.org/article/99c3a2fbb68a497283b96db157f13718","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Applied Mathematics and Computer Science, Vol 27, Iss 1, Pp 181-194 (2017)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1515/amcs-2017-0013","is_oa":true,"landing_page_url":"https://doi.org/10.1515/amcs-2017-0013","pdf_url":"https://content.sciendo.com/downloadpdf/journals/amcs/27/1/article-p181.pdf","source":{"id":"https://openalex.org/S117679522","display_name":"International Journal of Applied Mathematics and Computer Science","issn_l":"1641-876X","issn":["1641-876X","2083-8492"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320322","host_organization_name":"De Gruyter Open","host_organization_lineage":["https://openalex.org/P4310320322","https://openalex.org/P4310313990"],"host_organization_lineage_names":["De Gruyter Open","De Gruyter"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Applied Mathematics and Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5400000214576721,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G1559173840","display_name":null,"funder_award_id":"61171184","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G458957953","display_name":null,"funder_award_id":"61201309","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2605247123.pdf","grobid_xml":"https://content.openalex.org/works/W2605247123.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W98900012","https://openalex.org/W1495344989","https://openalex.org/W1496686022","https://openalex.org/W1546862366","https://openalex.org/W1583531441","https://openalex.org/W1967456674","https://openalex.org/W1968076440","https://openalex.org/W1979039816","https://openalex.org/W2003366483","https://openalex.org/W2008484920","https://openalex.org/W2011128100","https://openalex.org/W2012931101","https://openalex.org/W2017871029","https://openalex.org/W2025129521","https://openalex.org/W2039430607","https://openalex.org/W2039940426","https://openalex.org/W2040259398","https://openalex.org/W2041390734","https://openalex.org/W2058429997","https://openalex.org/W2066060292","https://openalex.org/W2076946394","https://openalex.org/W2093522708","https://openalex.org/W2094107452","https://openalex.org/W2094648033","https://openalex.org/W2108404684","https://openalex.org/W2110383222","https://openalex.org/W2117059299","https://openalex.org/W2124602274","https://openalex.org/W2125556102","https://openalex.org/W2133665775","https://openalex.org/W2134944993","https://openalex.org/W2138801443","https://openalex.org/W2147221461","https://openalex.org/W2147253850","https://openalex.org/W2154946129","https://openalex.org/W2162616721","https://openalex.org/W2164261375","https://openalex.org/W2164489414","https://openalex.org/W2460993045","https://openalex.org/W2465467213"],"related_works":["https://openalex.org/W2189920449","https://openalex.org/W3096912411","https://openalex.org/W2077952221","https://openalex.org/W2552689626","https://openalex.org/W2218711042","https://openalex.org/W2036586770","https://openalex.org/W2158902531","https://openalex.org/W2314427365","https://openalex.org/W2094931707","https://openalex.org/W8715762"],"abstract_inverted_index":{"Abstract":[0],"In":[1],"the":[2,9,37,54,61,68,73,83,114],"field":[3],"of":[4,11,30,40,72,98,107],"intelligent":[5],"crowd":[6,25,34,64,74,90],"video":[7,109],"analysis,":[8],"prediction":[10],"abnormal":[12,91],"events":[13,92],"in":[14,32,53,63,67,93],"dense":[15,89],"crowds":[16],"is":[17,48,57,121],"a":[18,33,42,76,108],"well-known":[19],"and":[20,28,101,117],"challenging":[21],"problem.":[22],"By":[23],"analysing":[24],"particle":[26,65,84],"collisions":[27],"characteristics":[29,71],"individuals":[31],"to":[35,60,112],"follow":[36],"general":[38,77],"trend":[39,78],"motion,":[41],"purpose-driven":[43,128],"lattice":[44],"Boltzmann":[45],"model":[46,87,116],"(LBM)":[47],"proposed.":[49],"The":[50,86],"collision":[51,102],"effect":[52],"proposed":[55,115],"method":[56],"measured":[58],"according":[59],"variation":[62],"numbers":[66],"image":[69],"nodes;":[70],"following":[75],"are":[79,110],"incorporated":[80],"by":[81],"adjusting":[82],"directions.":[85],"predicts":[88],"different":[94],"intervals":[95],"through":[96],"iterations":[97],"simultaneous":[99],"streaming":[100],"steps.":[103],"Few":[104],"initial":[105],"frames":[106],"needed":[111],"initialize":[113],"no":[118],"training":[119],"procedure":[120],"required.":[122],"Experimental":[123],"results":[124],"show":[125],"that":[126],"our":[127],"LBM":[129],"performs":[130],"better":[131],"than":[132],"most":[133],"state-of-the-art":[134],"methods.":[135]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}