{"id":"https://openalex.org/W4402742535","doi":"https://doi.org/10.1109/tcsvt.2024.3465517","title":"IPAD: Industrial Process Anomaly Detection Dataset","display_name":"IPAD: Industrial Process Anomaly Detection Dataset","publication_year":2024,"publication_date":"2024-09-23","ids":{"openalex":"https://openalex.org/W4402742535","doi":"https://doi.org/10.1109/tcsvt.2024.3465517"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2024.3465517","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3465517","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":null,"display_name":"Jinfan Liu","orcid":"https://orcid.org/0009-0000-5339-8006"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinfan Liu","raw_affiliation_strings":["MoE Key Laboratory of Artificial Intelligence, AI Institute, Shanghai Jiao Tong University, Shanghai, China","MoE Key Lab of Artificial Intelligence, AI Institute, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0000-5339-8006","affiliations":[{"raw_affiliation_string":"MoE Key Laboratory of Artificial Intelligence, AI Institute, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"MoE Key Lab of Artificial Intelligence, AI Institute, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048907728","display_name":"Yichao Yan","orcid":"https://orcid.org/0000-0003-3209-8965"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yichao Yan","raw_affiliation_strings":["MoE Key Laboratory of Artificial Intelligence, AI Institute, Shanghai Jiao Tong University, Shanghai, China","MoE Key Lab of Artificial Intelligence, AI Institute, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-3209-8965","affiliations":[{"raw_affiliation_string":"MoE Key Laboratory of Artificial Intelligence, AI Institute, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"MoE Key Lab of Artificial Intelligence, AI Institute, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100367653","display_name":"Junjie Li","orcid":"https://orcid.org/0000-0002-3507-8452"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junjie Li","raw_affiliation_strings":["MoE Key Laboratory of Artificial Intelligence, AI Institute, Shanghai Jiao Tong University, Shanghai, China","MoE Key Lab of Artificial Intelligence, AI Institute, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MoE Key Laboratory of Artificial Intelligence, AI Institute, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"MoE Key Lab of Artificial Intelligence, AI Institute, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100569857","display_name":"Weiming Zhao","orcid":"https://orcid.org/0009-0001-4042-7274"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiming Zhao","raw_affiliation_strings":["SI Center, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0001-4042-7274","affiliations":[{"raw_affiliation_string":"SI Center, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085756411","display_name":"Pengzhi Chu","orcid":"https://orcid.org/0009-0001-7768-811X"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengzhi Chu","raw_affiliation_strings":["SI Center, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SI Center, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111181160","display_name":"Xingdong Sheng","orcid":null},"institutions":[{"id":"https://openalex.org/I4210156165","display_name":"Lenovo (China)","ror":"https://ror.org/04srd9d93","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210156165"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingdong Sheng","raw_affiliation_strings":["Lenovo Research, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0003-9980-1392","affiliations":[{"raw_affiliation_string":"Lenovo Research, Shanghai, China","institution_ids":["https://openalex.org/I4210156165"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013309721","display_name":"Yunhui Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210156165","display_name":"Lenovo (China)","ror":"https://ror.org/04srd9d93","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210156165"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunhui Liu","raw_affiliation_strings":["Lenovo Research, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0002-5718-2282","affiliations":[{"raw_affiliation_string":"Lenovo Research, Shanghai, China","institution_ids":["https://openalex.org/I4210156165"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019708391","display_name":"Xiaokang Yang","orcid":"https://orcid.org/0000-0003-4029-3322"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaokang Yang","raw_affiliation_strings":["MoE Key Laboratory of Artificial Intelligence, AI Institute, Shanghai Jiao Tong University, Shanghai, China","MoE Key Lab of Artificial Intelligence, AI Institute, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-4029-3322","affiliations":[{"raw_affiliation_string":"MoE Key Laboratory of Artificial Intelligence, AI Institute, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"MoE Key Lab of Artificial Intelligence, AI Institute, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3055,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.64940705,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"35","issue":"1","first_page":"380","last_page":"393"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9837999939918518,"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":0.9837999939918518,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9380999803543091,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.7119465470314026},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6484865546226501},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6288041472434998},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.45698052644729614},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.4205020070075989},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38991647958755493},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33278417587280273}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7119465470314026},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6484865546226501},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6288041472434998},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45698052644729614},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.4205020070075989},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38991647958755493},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33278417587280273},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/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/tcsvt.2024.3465517","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3465517","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/G7308652284","display_name":null,"funder_award_id":"62201342","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8721642152","display_name":null,"funder_award_id":"2021SHZDZX0102","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":71,"referenced_works":["https://openalex.org/W1967456674","https://openalex.org/W2163612318","https://openalex.org/W2164261375","https://openalex.org/W2341058432","https://openalex.org/W2397830550","https://openalex.org/W2599354622","https://openalex.org/W2777342313","https://openalex.org/W2798990097","https://openalex.org/W2921491036","https://openalex.org/W2948982773","https://openalex.org/W2963225012","https://openalex.org/W2963524571","https://openalex.org/W2963610939","https://openalex.org/W2963795951","https://openalex.org/W2987228832","https://openalex.org/W2998277278","https://openalex.org/W3015608037","https://openalex.org/W3024312292","https://openalex.org/W3034314048","https://openalex.org/W3034648032","https://openalex.org/W3096857588","https://openalex.org/W3101133846","https://openalex.org/W3101466234","https://openalex.org/W3107147681","https://openalex.org/W3108027406","https://openalex.org/W3121084473","https://openalex.org/W3159648608","https://openalex.org/W3166166117","https://openalex.org/W3169077988","https://openalex.org/W3171287051","https://openalex.org/W3183588514","https://openalex.org/W3191740548","https://openalex.org/W3193992273","https://openalex.org/W3200038569","https://openalex.org/W3202590754","https://openalex.org/W3209793239","https://openalex.org/W3211403032","https://openalex.org/W3212899624","https://openalex.org/W3217095651","https://openalex.org/W4200629080","https://openalex.org/W4210446097","https://openalex.org/W4213114108","https://openalex.org/W4281478450","https://openalex.org/W4285293775","https://openalex.org/W4289792391","https://openalex.org/W4312560592","https://openalex.org/W4313067886","https://openalex.org/W4320913379","https://openalex.org/W4384436171","https://openalex.org/W4385062997","https://openalex.org/W4385195017","https://openalex.org/W4386065503","https://openalex.org/W4386071499","https://openalex.org/W4386071599","https://openalex.org/W4386699337","https://openalex.org/W4387968140","https://openalex.org/W4387968553","https://openalex.org/W4388188165","https://openalex.org/W4389104972","https://openalex.org/W4390605026","https://openalex.org/W4390873154","https://openalex.org/W4392693636","https://openalex.org/W4392908457","https://openalex.org/W4402702916","https://openalex.org/W6745935785","https://openalex.org/W6792615046","https://openalex.org/W6796581206","https://openalex.org/W6797053244","https://openalex.org/W6803919275","https://openalex.org/W6846500891","https://openalex.org/W7053117657"],"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":{"Video":[0],"anomaly":[1,205],"detection":[2,206],"(VAD)":[3],"is":[4,54],"a":[5,35,46,55,81,146,151,163],"challenging":[6],"task":[7],"aiming":[8],"to":[9,69,156,172],"recognize":[10],"anomalies":[11],"in":[12,49,89,95,162,199],"video":[13,125,204,212],"frames,":[14],"and":[15,25,40,60,73,104,115,123,150,193,207],"existing":[16],"large-scale":[17],"VAD":[18,42,88],"researches":[19],"primarily":[20],"focus":[21],"on":[22,140],"road":[23],"traffic":[24],"human":[26],"activity":[27],"scenes.":[28],"In":[29],"industrial":[30,65,90,93,113,135,203],"scenes,":[31],"there":[32,53],"are":[33,98,181],"often":[34],"variety":[36],"of":[37,57,120,133,177,202,211],"unpredictable":[38],"anomalies,":[39],"the":[41,130,134,141,159,174,197,200,209],"method":[43,194],"can":[44],"play":[45],"significant":[47],"role":[48],"these":[50],"scenarios.":[51,91,189],"However,":[52],"lack":[56],"applicable":[58],"datasets":[59],"methods":[61],"specifically":[62,85],"tailored":[63],"for":[64,87],"production":[66],"scenarios":[67],"due":[68],"concerns":[70],"regarding":[71],"privacy":[72],"security.":[74],"To":[75],"bridge":[76],"this":[77],"gap,":[78],"we":[79,128,144],"propose":[80],"new":[82],"dataset,":[83,143],"IPAD,":[84],"designed":[86],"The":[92],"processes":[94],"our":[96],"dataset":[97,109,192],"chosen":[99],"through":[100],"on-site":[101],"factory":[102,219],"research":[103],"discussions":[105],"with":[106],"engineers.":[107],"This":[108],"covers":[110],"16":[111],"different":[112],"devices":[114],"contains":[116],"over":[117],"6":[118],"hours":[119],"both":[121],"synthetic":[122,185],"real-world":[124,188],"footage.":[126],"Moreover,":[127],"annotate":[129],"key":[131],"feature":[132],"process,":[136],"i.e.,":[137],"periodicity.":[138],"Based":[139],"proposed":[142,191],"introduce":[145],"period":[147],"memory":[148],"module":[149],"sliding":[152],"window":[153],"inspection":[154],"mechanism":[155],"effectively":[157],"investigate":[158],"periodic":[160],"information":[161],"basic":[164],"reconstruction":[165],"model.":[166],"Our":[167,190],"framework":[168],"leverages":[169],"LoRA":[170],"adapter":[171],"explore":[173],"effective":[175],"migration":[176],"pretrained":[178],"models,":[179],"which":[180],"initially":[182],"trained":[183],"using":[184],"data,":[186],"into":[187],"will":[195],"fill":[196],"gap":[198],"field":[201],"drive":[208],"process":[210],"understanding":[213],"tasks":[214],"as":[215,217],"well":[216],"smart":[218],"deployment.":[220],"Project":[221],"page:":[222],"<uri":[223],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[224],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://ljf1113.github.io/IPAD_VAD</uri>.":[225]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
