{"id":"https://openalex.org/W2897254564","doi":"https://doi.org/10.1109/tmm.2018.2875513","title":"Probabilistic Reasoning for Unique Role Recognition Based on the Fusion of Semantic-Interaction and Spatio-Temporal Features","display_name":"Probabilistic Reasoning for Unique Role Recognition Based on the Fusion of Semantic-Interaction and Spatio-Temporal Features","publication_year":2018,"publication_date":"2018-10-12","ids":{"openalex":"https://openalex.org/W2897254564","doi":"https://doi.org/10.1109/tmm.2018.2875513","mag":"2897254564"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2018.2875513","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2018.2875513","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Multimedia","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://dr.ntu.edu.sg/bitstream/10356/106302/1/5.2019-TMM-Probabilistic%20Reasoning%20for%20Unique%20Role%20Recognition.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024505549","display_name":"Chule Yang","orcid":"https://orcid.org/0000-0002-6548-5841"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Chule Yang","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, 639798 Singapore"],"raw_orcid":"https://orcid.org/0000-0002-6548-5841","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, 639798 Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068949782","display_name":"Yufeng Yue","orcid":"https://orcid.org/0000-0001-6628-7946"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yufeng Yue","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, 639798 Singapore"],"raw_orcid":"https://orcid.org/0000-0001-6628-7946","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, 639798 Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100754322","display_name":"Jun Zhang","orcid":"https://orcid.org/0000-0001-7406-5243"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Jun Zhang","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, 639798 Singapore"],"raw_orcid":"https://orcid.org/0000-0001-7406-5243","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, 639798 Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059520724","display_name":"Mingxing Wen","orcid":"https://orcid.org/0000-0002-9751-2648"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Mingxing Wen","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, 639798 Singapore"],"raw_orcid":"https://orcid.org/0000-0002-9751-2648","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, 639798 Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083472752","display_name":"Danwei Wang","orcid":"https://orcid.org/0000-0001-9669-4622"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Danwei Wang","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, 639798 Singapore"],"raw_orcid":"https://orcid.org/0000-0001-9669-4622","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, 639798 Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":1.0404,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.82555418,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"21","issue":"5","first_page":"1195","last_page":"1208"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":1.0,"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/T10812","display_name":"Human Pose and Action Recognition","score":1.0,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9994999766349792,"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":0.9976999759674072,"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":0.8581634759902954},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6807173490524292},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6532506942749023},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6336538195610046},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6261090040206909},{"id":"https://openalex.org/keywords/clutter","display_name":"Clutter","score":0.5984267592430115},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5014679431915283},{"id":"https://openalex.org/keywords/fusion-mechanism","display_name":"Fusion mechanism","score":0.4883801341056824},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.4509430229663849},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3958309590816498},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.28496605157852173},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.11367714405059814}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8581634759902954},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6807173490524292},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6532506942749023},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6336538195610046},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6261090040206909},{"id":"https://openalex.org/C132094186","wikidata":"https://www.wikidata.org/wiki/Q641585","display_name":"Clutter","level":3,"score":0.5984267592430115},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5014679431915283},{"id":"https://openalex.org/C173414695","wikidata":"https://www.wikidata.org/wiki/Q5510276","display_name":"Fusion mechanism","level":4,"score":0.4883801341056824},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.4509430229663849},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3958309590816498},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.28496605157852173},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.11367714405059814},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C103038307","wikidata":"https://www.wikidata.org/wiki/Q6556360","display_name":"Lipid bilayer fusion","level":3,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tmm.2018.2875513","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2018.2875513","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Multimedia","raw_type":"journal-article"},{"id":"pmh:oai:dr.ntu.edu.sg:10356/106302","is_oa":true,"landing_page_url":"https://hdl.handle.net/10356/106302","pdf_url":"https://dr.ntu.edu.sg/bitstream/10356/106302/1/5.2019-TMM-Probabilistic%20Reasoning%20for%20Unique%20Role%20Recognition.pdf","source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"}],"best_oa_location":{"id":"pmh:oai:dr.ntu.edu.sg:10356/106302","is_oa":true,"landing_page_url":"https://hdl.handle.net/10356/106302","pdf_url":"https://dr.ntu.edu.sg/bitstream/10356/106302/1/5.2019-TMM-Probabilistic%20Reasoning%20for%20Unique%20Role%20Recognition.pdf","source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.5299999713897705,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2897254564.pdf","grobid_xml":"https://content.openalex.org/works/W2897254564.grobid-xml"},"referenced_works_count":62,"referenced_works":["https://openalex.org/W115571146","https://openalex.org/W639708223","https://openalex.org/W653557740","https://openalex.org/W1584040247","https://openalex.org/W1584654036","https://openalex.org/W1599271353","https://openalex.org/W1745797027","https://openalex.org/W1951951841","https://openalex.org/W1958757720","https://openalex.org/W1969366022","https://openalex.org/W1970378524","https://openalex.org/W1977995219","https://openalex.org/W1982766745","https://openalex.org/W1983364832","https://openalex.org/W1990398405","https://openalex.org/W1992925827","https://openalex.org/W1996904744","https://openalex.org/W2000936542","https://openalex.org/W2004254965","https://openalex.org/W2008114427","https://openalex.org/W2038420319","https://openalex.org/W2054133212","https://openalex.org/W2057067088","https://openalex.org/W2059302785","https://openalex.org/W2059993653","https://openalex.org/W2066578887","https://openalex.org/W2068611653","https://openalex.org/W2071680411","https://openalex.org/W2094386595","https://openalex.org/W2095532830","https://openalex.org/W2108712229","https://openalex.org/W2111040806","https://openalex.org/W2116137332","https://openalex.org/W2126574503","https://openalex.org/W2127488342","https://openalex.org/W2132985428","https://openalex.org/W2155171143","https://openalex.org/W2164965146","https://openalex.org/W2183182206","https://openalex.org/W2186094539","https://openalex.org/W2193104803","https://openalex.org/W2278905624","https://openalex.org/W2304253768","https://openalex.org/W2318631040","https://openalex.org/W2336416123","https://openalex.org/W2343678873","https://openalex.org/W2464754550","https://openalex.org/W2550832247","https://openalex.org/W2555443888","https://openalex.org/W2565402511","https://openalex.org/W2604372349","https://openalex.org/W2613718673","https://openalex.org/W2736381587","https://openalex.org/W2794084491","https://openalex.org/W2888880178","https://openalex.org/W2889794907","https://openalex.org/W2963097937","https://openalex.org/W6604688364","https://openalex.org/W6664757799","https://openalex.org/W6677531546","https://openalex.org/W6686583229","https://openalex.org/W6687517923"],"related_works":["https://openalex.org/W2130674020","https://openalex.org/W2093748878","https://openalex.org/W2333771223","https://openalex.org/W2120056845","https://openalex.org/W2115214301","https://openalex.org/W1981531423","https://openalex.org/W2070318884","https://openalex.org/W1679012645","https://openalex.org/W2011939812","https://openalex.org/W1977371217"],"abstract_inverted_index":{"This":[0],"paper":[1],"deals":[2],"with":[3,55,101],"the":[4,8,18,34,61,84,102,106,113,116,143],"problem":[5],"of":[6,96,118,135,151],"recognizing":[7],"unique":[9,19,62],"role":[10,20,80,114],"in":[11,27,33,105,125,166],"dynamic":[12],"environments.":[13],"Different":[14],"from":[15],"social":[16],"roles,":[17],"refers":[21],"to":[22,59,78,148],"those":[23],"who":[24],"are":[25,76,99,123],"unusual":[26],"their":[28,56],"carrying":[29],"items":[30],"or":[31],"movements":[32],"scene.":[35],"In":[36],"this":[37],"paper,":[38],"we":[39,110],"propose":[40],"a":[41,149],"hierarchical":[42],"probabilistic":[43],"reasoning":[44],"method":[45,145],"that":[46,142],"relates":[47],"spatial":[48],"relationships":[49],"between":[50],"interested":[51],"objects":[52],"and":[53,71,88,93,128,137,153,159],"humans":[54],"temporal":[57],"changes":[58],"recognize":[60],"individual.":[63],"Two":[64],"observation":[65,120],"models,":[66],"Object":[67],"Existence":[68],"Model":[69,74],"(OEM)":[70],"Human":[72],"Action":[73],"(HAM),":[75],"established":[77],"support":[79],"inference":[81],"by":[82],"analyzing":[83],"corresponding":[85],"semantic-interaction":[86],"features":[87],"spatio-temporal":[89],"features.":[90],"Then,":[91],"OEM":[92],"HAM":[94],"results":[95,140],"each":[97],"person":[98],"compared":[100],"overall":[103],"distribution":[104],"scene,":[107],"respectively.":[108],"Finally,":[109],"can":[111,146],"determine":[112],"through":[115],"fusion":[117],"two":[119],"models.":[121],"Experiments":[122],"conducted":[124],"both":[126],"indoor":[127],"outdoor":[129],"environments":[130],"concerning":[131],"different":[132],"settings,":[133],"degrees":[134],"clutter,":[136],"occlusions.":[138],"The":[139],"show":[141],"proposed":[144],"adapt":[147],"variety":[150],"scenarios":[152],"outperforms":[154],"other":[155],"methods":[156],"on":[157],"accuracy":[158],"robustness,":[160],"moreover,":[161],"exhibiting":[162],"stable":[163],"performance":[164],"even":[165],"complex":[167],"scenes.":[168]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}