{"id":"https://openalex.org/W4399039310","doi":"https://doi.org/10.1109/tcsvt.2024.3405998","title":"XFMP: A Benchmark for Explainable Fine-Grained Abnormal Behavior Recognition on Medical Personal Protective Equipment","display_name":"XFMP: A Benchmark for Explainable Fine-Grained Abnormal Behavior Recognition on Medical Personal Protective Equipment","publication_year":2024,"publication_date":"2024-05-27","ids":{"openalex":"https://openalex.org/W4399039310","doi":"https://doi.org/10.1109/tcsvt.2024.3405998"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2024.3405998","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3405998","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","raw_type":"journal-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/A5115501038","display_name":"Jiaxi Liu","orcid":"https://orcid.org/0009-0009-7718-3021"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210100255","display_name":"Beijing Academy of Artificial Intelligence","ror":"https://ror.org/016a74861","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210100255"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaxi Liu","raw_affiliation_strings":["School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China","Institute of Automation, State Key Laboratory of Multimodal Artificial Intelligence Systems, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0009-7718-3021","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210100255","https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Institute of Automation, State Key Laboratory of Multimodal Artificial Intelligence Systems, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079628419","display_name":"Jinghao Niu","orcid":"https://orcid.org/0000-0002-9598-297X"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinghao Niu","raw_affiliation_strings":["State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China","Institute of Automation, State Key Laboratory of Multimodal Artificial Intelligence Systems, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-9598-297X","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Institute of Automation, State Key Laboratory of Multimodal Artificial Intelligence Systems, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072700615","display_name":"Weifeng Li","orcid":"https://orcid.org/0009-0009-3401-0163"},"institutions":[{"id":"https://openalex.org/I4210145693","display_name":"Guangdong Academy of Medical Sciences","ror":"https://ror.org/0432p8t34","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210145693"]},{"id":"https://openalex.org/I58200834","display_name":"Southern Medical University","ror":"https://ror.org/01vjw4z39","country_code":"CN","type":"education","lineage":["https://openalex.org/I58200834"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weifeng Li","raw_affiliation_strings":["Department of Emergency Medicine, Guangdong Provincial People’s Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Emergency Medicine, Guangdong Provincial People’s Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China","institution_ids":["https://openalex.org/I4210145693","https://openalex.org/I58200834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100354006","display_name":"Xin Li","orcid":"https://orcid.org/0000-0003-0469-5121"},"institutions":[{"id":"https://openalex.org/I4210145693","display_name":"Guangdong Academy of Medical Sciences","ror":"https://ror.org/0432p8t34","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210145693"]},{"id":"https://openalex.org/I58200834","display_name":"Southern Medical University","ror":"https://ror.org/01vjw4z39","country_code":"CN","type":"education","lineage":["https://openalex.org/I58200834"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Li","raw_affiliation_strings":["Department of Emergency Medicine, Guangdong Provincial People’s Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-0469-5121","affiliations":[{"raw_affiliation_string":"Department of Emergency Medicine, Guangdong Provincial People’s Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China","institution_ids":["https://openalex.org/I4210145693","https://openalex.org/I58200834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100671875","display_name":"Binbin He","orcid":"https://orcid.org/0000-0002-0668-6520"},"institutions":[{"id":"https://openalex.org/I4210145693","display_name":"Guangdong Academy of Medical Sciences","ror":"https://ror.org/0432p8t34","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210145693"]},{"id":"https://openalex.org/I58200834","display_name":"Southern Medical University","ror":"https://ror.org/01vjw4z39","country_code":"CN","type":"education","lineage":["https://openalex.org/I58200834"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Binbin He","raw_affiliation_strings":["Department of Emergency Medicine, Guangdong Provincial People’s Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Emergency Medicine, Guangdong Provincial People’s Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China","institution_ids":["https://openalex.org/I4210145693","https://openalex.org/I58200834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114585426","display_name":"Hao Zhou","orcid":"https://orcid.org/0000-0003-2153-9366"},"institutions":[{"id":"https://openalex.org/I4210145693","display_name":"Guangdong Academy of Medical Sciences","ror":"https://ror.org/0432p8t34","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210145693"]},{"id":"https://openalex.org/I58200834","display_name":"Southern Medical University","ror":"https://ror.org/01vjw4z39","country_code":"CN","type":"education","lineage":["https://openalex.org/I58200834"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Zhou","raw_affiliation_strings":["Department of Emergency Medicine, Guangdong Provincial People’s Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Emergency Medicine, Guangdong Provincial People’s Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China","institution_ids":["https://openalex.org/I4210145693","https://openalex.org/I58200834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103152249","display_name":"Yanjuan Liu","orcid":"https://orcid.org/0000-0002-5245-0391"},"institutions":[{"id":"https://openalex.org/I4210145693","display_name":"Guangdong Academy of Medical Sciences","ror":"https://ror.org/0432p8t34","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210145693"]},{"id":"https://openalex.org/I58200834","display_name":"Southern Medical University","ror":"https://ror.org/01vjw4z39","country_code":"CN","type":"education","lineage":["https://openalex.org/I58200834"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanjuan Liu","raw_affiliation_strings":["Department of Emergency Medicine, Guangdong Provincial People’s Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Emergency Medicine, Guangdong Provincial People’s Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China","institution_ids":["https://openalex.org/I4210145693","https://openalex.org/I58200834"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063847363","display_name":"Li Ding","orcid":"https://orcid.org/0000-0001-5311-953X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ding Li","raw_affiliation_strings":["PhiGent Robotics Technology Company Ltd., Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"PhiGent Robotics Technology Company Ltd., Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058155042","display_name":"Bo Wang","orcid":"https://orcid.org/0000-0001-7587-5141"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Wang","raw_affiliation_strings":["State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China","Institute of Automation, State Key Laboratory of Multimodal Artificial Intelligence Systems, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Institute of Automation, State Key Laboratory of Multimodal Artificial Intelligence Systems, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100414787","display_name":"Wensheng Zhang","orcid":"https://orcid.org/0000-0003-0752-941X"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wensheng Zhang","raw_affiliation_strings":["State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China","Institute of Automation, State Key Laboratory of Multimodal Artificial Intelligence Systems, Chinese Academy of Sciences, Beijing, China","School of Computer Science and Cyber Engineering, Guangzhou University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-0752-941X","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Institute of Automation, State Key Laboratory of Multimodal Artificial Intelligence Systems, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I19820366"]},{"raw_affiliation_string":"School of Computer Science and Cyber Engineering, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.5273,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.84860545,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"34","issue":"10","first_page":"10250","last_page":"10265"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9704999923706055,"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":0.9704999923706055,"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":0.6765215992927551},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6434439420700073},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45351165533065796},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.38423478603363037}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6765215992927551},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6434439420700073},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45351165533065796},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.38423478603363037},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2024.3405998","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3405998","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3487232238","display_name":null,"funder_award_id":"62206293","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5604640193","display_name":null,"funder_award_id":"62203437","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8871594933","display_name":null,"funder_award_id":"U22B2048","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8919716214","display_name":null,"funder_award_id":"62106266","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":81,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W2062031327","https://openalex.org/W2126579184","https://openalex.org/W2186094539","https://openalex.org/W2194775991","https://openalex.org/W2516809705","https://openalex.org/W2565639579","https://openalex.org/W2583565728","https://openalex.org/W2618799552","https://openalex.org/W2619947201","https://openalex.org/W2626921379","https://openalex.org/W2752782242","https://openalex.org/W2765793020","https://openalex.org/W2765813195","https://openalex.org/W2884748370","https://openalex.org/W2890805251","https://openalex.org/W2902727140","https://openalex.org/W2919115771","https://openalex.org/W2948653659","https://openalex.org/W2950076580","https://openalex.org/W2962777203","https://openalex.org/W2962858109","https://openalex.org/W2963351448","https://openalex.org/W2963446712","https://openalex.org/W2963857746","https://openalex.org/W2981731882","https://openalex.org/W2983943451","https://openalex.org/W2990763144","https://openalex.org/W3000144357","https://openalex.org/W3018757597","https://openalex.org/W3048378273","https://openalex.org/W3048679438","https://openalex.org/W3083918922","https://openalex.org/W3088102655","https://openalex.org/W3095837584","https://openalex.org/W3105153358","https://openalex.org/W3107295507","https://openalex.org/W3109723795","https://openalex.org/W3118608800","https://openalex.org/W3125688932","https://openalex.org/W3136792391","https://openalex.org/W3138516171","https://openalex.org/W3152635971","https://openalex.org/W3153749458","https://openalex.org/W3176482836","https://openalex.org/W3181286780","https://openalex.org/W3188394685","https://openalex.org/W3206120323","https://openalex.org/W3208633194","https://openalex.org/W4206534230","https://openalex.org/W4206780588","https://openalex.org/W4210446097","https://openalex.org/W4225311843","https://openalex.org/W4246193833","https://openalex.org/W4283367825","https://openalex.org/W4285118488","https://openalex.org/W4285162718","https://openalex.org/W4285389088","https://openalex.org/W4292677152","https://openalex.org/W4293732316","https://openalex.org/W4294811444","https://openalex.org/W4297697565","https://openalex.org/W4308450151","https://openalex.org/W4312443924","https://openalex.org/W4315783894","https://openalex.org/W4365479680","https://openalex.org/W4384284283","https://openalex.org/W4387757641","https://openalex.org/W4388816994","https://openalex.org/W4390872319","https://openalex.org/W6604254268","https://openalex.org/W6637373629","https://openalex.org/W6684191040","https://openalex.org/W6751420435","https://openalex.org/W6779243538","https://openalex.org/W6782259796","https://openalex.org/W6787972765","https://openalex.org/W6810790650","https://openalex.org/W6843355076","https://openalex.org/W6948174303","https://openalex.org/W6955071965"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2378211422","https://openalex.org/W2745001401","https://openalex.org/W4321353415","https://openalex.org/W2130974462","https://openalex.org/W2028665553","https://openalex.org/W2086519370","https://openalex.org/W972276598","https://openalex.org/W2087343574"],"abstract_inverted_index":{"The":[0,137],"proper":[1],"use":[2],"of":[3,25,55,61,117,216],"medical":[4],"personal":[5],"protective":[6],"equipment":[7],"(MPPE)":[8],"is":[9,94],"critical":[10,155],"for":[11,100,129,165,186,193],"frontline":[12],"healthcare":[13,203],"workers":[14],"(HCWs)":[15],"to":[16,22,78,96],"handle":[17],"highly":[18,69],"contagious":[19],"diseases.":[20],"Due":[21],"the":[23,40,52,59,104,115,134,212,217],"complexity":[24],"PPE":[26,42,67,79],"donning":[27,43,91],"and":[28,44,49,110,126,154,167,189,207,214,222],"doffing":[29,45,105,131,146],"protocols,":[30],"public":[31],"health":[32],"organizations":[33],"typically":[34],"recommend":[35],"having":[36],"trained":[37],"observers":[38],"monitor":[39],"entire":[41],"process,":[46],"preventing":[47],"self-contamination":[48],"transmission.":[50],"However,":[51],"high":[53],"costs":[54],"manual":[56],"monitoring":[57,68,132],"impede":[58],"implementation":[60],"this":[62],"practice,":[63],"which":[64,93],"makes":[65],"AI-assisted":[66],"valuable.":[70],"Some":[71],"studies":[72,206],"have":[73,83],"applied":[74],"computer":[75],"vision":[76],"techniques":[77],"monitoring,":[80],"but":[81],"they":[82],"only":[84],"focused":[85],"on":[86],"limited":[87],"integrity":[88],"checks":[89],"at":[90],"completion,":[92],"unable":[95],"provide":[97],"real-time":[98],"warnings":[99],"abnormal":[101,150],"actions":[102],"during":[103],"process.":[106],"Furthermore,":[107],"model":[108,219],"practicality":[109],"user-friendliness":[111],"are":[112],"constrained":[113],"by":[114],"lack":[116],"explainability.":[118,223],"To":[119],"address":[120],"this,":[121],"we":[122,160],"propose":[123],"an":[124],"explainable":[125],"fine-grained":[127],"dataset":[128,138],"MPPE":[130],"called":[133],"XFMP":[135,166],"dataset.":[136],"contains":[139],"3596":[140],"expert-annotated":[141],"samples":[142],"over":[143],"three":[144],"sub-tasks:":[145],"stage":[147],"classification":[148,188,221],"(DSC),":[149],"action":[151],"recognition":[152],"(AAR),":[153],"region":[156],"localization":[157],"(CRL).":[158],"Accordingly,":[159],"introduce":[161],"multi-dimensional":[162],"evaluation":[163],"metrics":[164],"a":[168],"multitask":[169],"human":[170],"behavior":[171],"semantic":[172],"attention":[173],"network":[174],"(MHBSAN).":[175],"Experiments":[176],"demonstrate":[177],"that":[178],"MHBSAN":[179],"outperforms":[180],"alternative":[181],"approaches,":[182],"achieving":[183],"0.968/0.855":[184],"accuracy":[185],"stage/action":[187],"0.791":[190],"Top-1":[191],"Loc@0.5":[192],"CRL":[194],"sub-task.":[195],"Moreover,":[196],"it":[197],"demonstrates":[198],"exceptional":[199],"adaptability":[200],"across":[201],"different":[202],"environments.":[204],"Ablation":[205],"case":[208],"analyses":[209],"further":[210],"validate":[211],"contributions":[213],"efficacy":[215],"proposed":[218],"regarding":[220]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}