{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,24]],"date-time":"2026-07-24T15:07:17Z","timestamp":1784905637523,"version":"3.55.0"},"reference-count":39,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100008628","name":"Ministry of Industry and Information Technology, China","doi-asserted-by":"publisher","award":["2023ZY01089"],"award-info":[{"award-number":["2023ZY01089"]}],"id":[{"id":"10.13039\/501100008628","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Automat. Sci. Eng."],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/tase.2024.3468464","type":"journal-article","created":{"date-parts":[[2024,10,9]],"date-time":"2024-10-09T17:58:43Z","timestamp":1728496723000},"page":"7712-7723","source":"Crossref","is-referenced-by-count":36,"title":["LogiCode: An LLM-Driven Framework for Logical Anomaly Detection"],"prefix":"10.1109","volume":"22","author":[{"given":"Yiheng","family":"Zhang","sequence":"first","affiliation":[{"name":"State Key Laboratory of Intelligent Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7619-6618","authenticated-orcid":false,"given":"Yunkang","family":"Cao","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Intelligent Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2162-0116","authenticated-orcid":false,"given":"Xiaohao","family":"Xu","sequence":"additional","affiliation":[{"name":"Michigan Robotics, University of Michigan, Ann Arbor, MI, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5204-7992","authenticated-orcid":false,"given":"Weiming","family":"Shen","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Intelligent Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","article-title":"A survey on visual anomaly detection: Challenge, approach, and prospect","author":"Cao","year":"2024","journal-title":"arXiv:2401.16402"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2021.3109353"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2023.3322156"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00982"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-022-01578-9"},{"key":"ref6","article-title":"SLSG: Industrial image anomaly detection by learning better feature embeddings and one-class classification","author":"Yang","year":"2023","journal-title":"arXiv:2305.00398"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2023.3314801"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/WACV57701.2024.00020"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.01436"},{"key":"ref10","article-title":"LISA: Reasoning segmentation via large language model","author":"Lai","year":"2023","journal-title":"arXiv:2308.00692"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2023.findings-emnlp.755"},{"key":"ref12","article-title":"HuggingGPT: Solving AI tasks with ChatGPT and its friends in hugging face","author":"Shen","year":"2023","journal-title":"arXiv:2303.17580"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.01092"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1126\/science.1127647"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-20893-6_39"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2018.2886031"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2020.107706"},{"key":"ref18","article-title":"Improving unsupervised defect segmentation by applying structural similarity to autoencoders","author":"Bergmann","year":"2018","journal-title":"arXiv:1807.02011"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00951"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-68799-1_35"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-69544-6_23"},{"key":"ref22","article-title":"Sub-image anomaly detection with deep pyramid correspondences","author":"Cohen","year":"2020","journal-title":"arXiv:2005.02357"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01392"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2022.108846"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2023.110982"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2022.3204368"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00424"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2023.3241579"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.215"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v38i3.27963"},{"key":"ref31","article-title":"GPT-4 V-AD: Exploring grounding potential of VQA-oriented GPT-4 V for zero-shot anomaly detection","author":"Zhang","year":"2023","journal-title":"arXiv:2311.02612"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1049\/cim2.12078"},{"key":"ref33","article-title":"Towards generic anomaly detection and understanding: Large-scale visual-linguistic model (GPT-4 V) takes the lead","author":"Cao","year":"2023","journal-title":"arXiv:2311.02782"},{"key":"ref34","article-title":"A prompt pattern catalog to enhance prompt engineering with ChatGPT","author":"White","year":"2023","journal-title":"arXiv:2302.11382"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2024.findings-acl.21"},{"key":"ref36","first-page":"22199","article-title":"Large language models are zero-shot reasoners","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"35","author":"Kojima"},{"key":"ref37","article-title":"MINT: Evaluating LLMs in multi-turn interaction with tools and language feedback","author":"Wang","year":"2023","journal-title":"arXiv:2309.10691"},{"key":"ref38","article-title":"OceanGPT: A large language model for ocean science tasks","author":"Bi","year":"2023","journal-title":"arXiv:2310.02031"},{"key":"ref39","article-title":"GPT-4 technical report","volume-title":"arXiv:2303.08774","author":"Achiam","year":"2303"}],"container-title":["IEEE Transactions on Automation Science and Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/8856\/10839176\/10710633.pdf?arnumber=10710633","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,24]],"date-time":"2025-03-24T19:12:01Z","timestamp":1742843521000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10710633\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":39,"URL":"https:\/\/doi.org\/10.1109\/tase.2024.3468464","relation":{},"ISSN":["1545-5955","1558-3783"],"issn-type":[{"value":"1545-5955","type":"print"},{"value":"1558-3783","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}