{"id":"https://openalex.org/W4387123819","doi":"https://doi.org/10.1109/case56687.2023.10260338","title":"High-Resolution Image Anomaly Detection via Spatiotemporal Consistency Incorporated Knowledge Distillation","display_name":"High-Resolution Image Anomaly Detection via Spatiotemporal Consistency Incorporated Knowledge Distillation","publication_year":2023,"publication_date":"2023-08-26","ids":{"openalex":"https://openalex.org/W4387123819","doi":"https://doi.org/10.1109/case56687.2023.10260338"},"language":"en","primary_location":{"id":"doi:10.1109/case56687.2023.10260338","is_oa":false,"landing_page_url":"https://doi.org/10.1109/case56687.2023.10260338","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 19th International Conference on Automation Science and Engineering (CASE)","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/A5044965902","display_name":"Yunkang Cao","orcid":"https://orcid.org/0000-0001-7619-6618"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunkang Cao","raw_affiliation_strings":["School of Mechanical Science and Engineering, Huazhong University of Science and Technology,State Key Laboratory of Digital Manufacturing Equipment and Technology,Wuhan,China","State Key Laboratory of Digital Manufacturing Equipment and Technology, School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Science and Engineering, Huazhong University of Science and Technology,State Key Laboratory of Digital Manufacturing Equipment and Technology,Wuhan,China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"State Key Laboratory of Digital Manufacturing Equipment and Technology, School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101624432","display_name":"Yiheng Zhang","orcid":"https://orcid.org/0000-0002-1940-6137"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiheng Zhang","raw_affiliation_strings":["School of Mechanical Science and Engineering, Huazhong University of Science and Technology,State Key Laboratory of Digital Manufacturing Equipment and Technology,Wuhan,China","State Key Laboratory of Digital Manufacturing Equipment and Technology, School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Science and Engineering, Huazhong University of Science and Technology,State Key Laboratory of Digital Manufacturing Equipment and Technology,Wuhan,China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"State Key Laboratory of Digital Manufacturing Equipment and Technology, School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062049138","display_name":"Weiming Shen","orcid":"https://orcid.org/0000-0001-5204-7992"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiming Shen","raw_affiliation_strings":["School of Mechanical Science and Engineering, Huazhong University of Science and Technology,State Key Laboratory of Digital Manufacturing Equipment and Technology,Wuhan,China","State Key Laboratory of Digital Manufacturing Equipment and Technology, School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Science and Engineering, Huazhong University of Science and Technology,State Key Laboratory of Digital Manufacturing Equipment and Technology,Wuhan,China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"State Key Laboratory of Digital Manufacturing Equipment and Technology, School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I47720641"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":1.0,"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":1.0,"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/T11819","display_name":"Data-Driven Disease Surveillance","score":0.9761000275611877,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9750000238418579,"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/consistency","display_name":"Consistency (knowledge bases)","score":0.7900428771972656},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7690629363059998},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.7541015148162842},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.6460686326026917},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.6253989934921265},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5699094533920288},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.5572585463523865},{"id":"https://openalex.org/keywords/data-consistency","display_name":"Data consistency","score":0.4992518424987793},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.48196670413017273},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.4687604606151581},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4299629330635071},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4220309555530548},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.40208324790000916},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3473282754421234},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.08581686019897461}],"concepts":[{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.7900428771972656},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7690629363059998},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7541015148162842},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.6460686326026917},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.6253989934921265},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5699094533920288},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.5572585463523865},{"id":"https://openalex.org/C93361087","wikidata":"https://www.wikidata.org/wiki/Q4426698","display_name":"Data consistency","level":2,"score":0.4992518424987793},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.48196670413017273},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.4687604606151581},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4299629330635071},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4220309555530548},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40208324790000916},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3473282754421234},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.08581686019897461},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"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/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/case56687.2023.10260338","is_oa":false,"landing_page_url":"https://doi.org/10.1109/case56687.2023.10260338","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 19th International Conference on Automation Science and Engineering (CASE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.6800000071525574}],"awards":[{"id":"https://openalex.org/G2774465445","display_name":null,"funder_award_id":"HUST:2021GCRC058","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W2117539524","https://openalex.org/W2194775991","https://openalex.org/W2341058432","https://openalex.org/W2908510526","https://openalex.org/W3092704883","https://openalex.org/W3109771882","https://openalex.org/W3118600296","https://openalex.org/W3147184966","https://openalex.org/W3177187266","https://openalex.org/W3177716034","https://openalex.org/W3183588514","https://openalex.org/W3190308053","https://openalex.org/W3190318906","https://openalex.org/W3202590754","https://openalex.org/W3208797540","https://openalex.org/W3214544398","https://openalex.org/W4224999518","https://openalex.org/W4225624178","https://openalex.org/W4281287416","https://openalex.org/W4312772600","https://openalex.org/W4318831100","https://openalex.org/W4319300944","https://openalex.org/W4376626035","https://openalex.org/W4382464562","https://openalex.org/W6752554887","https://openalex.org/W6757817989","https://openalex.org/W6802573413"],"related_works":["https://openalex.org/W2806741695","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W3210364259","https://openalex.org/W4300558037","https://openalex.org/W2912112202","https://openalex.org/W2667207928","https://openalex.org/W4377864969","https://openalex.org/W2972971679"],"abstract_inverted_index":{"This":[0,35,109],"paper":[1,36,110],"introduces":[2],"a":[3,38,72,83],"new,":[4],"practical,":[5],"and":[6,53,56,66,75,96,118,133],"challenging":[7],"scenario":[8],"of":[9,71],"high-resolution":[10],"(HR)":[11],"image":[12,114,123],"anomaly":[13,115,124],"detection.":[14,125],"Anomaly":[15],"detection":[16,116],"methods":[17,117],"cooperated":[18],"with":[19],"sliding":[20],"windows":[21],"are":[22],"typical":[23],"solutions":[24],"for":[25,121],"this":[26],"task,":[27],"but":[28],"they":[29],"fail":[30],"to":[31,61],"capture":[32,62],"long-term":[33,67],"dependencies.":[34,68],"proposes":[37],"Spatiotemporal":[39],"Consistency":[40],"Incorporated":[41],"Knowledge":[42],"Distillation":[43],"(STCIKD)":[44],"method,":[45],"which":[46],"translates":[47],"HR":[48,122],"images":[49],"into":[50],"video":[51,94],"sequences":[52],"exploits":[54],"spatial":[55,65,84,88,132],"temporal":[57,98,102,134],"consistency":[58,89,103],"between":[59],"them":[60],"both":[63],"local":[64],"STCIKD":[69,120,136],"consists":[70],"teacher":[73],"network":[74,86,100],"two":[76,81],"student":[77,85,99],"networks.":[78],"Among":[79],"the":[80,92,106],"students,":[82],"captures":[87],"by":[90,104,130],"reconstructing":[91],"current":[93],"frame,":[95],"another":[97],"learns":[101],"predicting":[105],"future":[107],"frame.":[108],"benchmarks":[111],"several":[112],"state-of-the-art":[113],"evaluates":[119],"The":[126],"results":[127],"show":[128],"that":[129],"incorporating":[131],"consistency,":[135],"significantly":[137],"outperforms":[138],"other":[139],"methods.":[140]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
