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[논문 리뷰] Deep One-Class Classification

논문: https://proceedings.mlr.press/v80/ruff18a.html저자: Lukas Ruff* $^1$, Robert A. Vandermeulen* $^2$, Nico Gornitz $^3$, Lucas Deecke $^4$, Shoaib A. Siddiqui $^{2, 5}$, Alexander Binder $^6$, Emmanuel Muller $^1$, Marius Kloft $^2$A part of the work was done while LR, RV, LD, and MK were with Department of Computer Science, Humboldt University of Berlin, Germany. $^1$ Hasso Plattner Institute, ..

논문: https://arxiv.org/abs/2502.07601저자: Jiacong Xu$^1$, Shao-Yuan Lo$^2$, Bardia Safaei$^1$, Vishal M. Patel$^1$, Isht Dwivedi$^2$$^1$Johns Hopkins University, $^2$Honda Research Institute USA인용: Xu, Jiacong, et al. "Towards Zero-Shot Anomaly Detection and Reasoning with Multimodal Large Language Models." arXiv preprint arXiv:2502.07601 (2025).깃허브: https://xujiacong.github.io/Anomaly-OV/키워드: Ano..

논문: https://ieeexplore.ieee.org/document/9063543저자: Jiangxin Yang , Guizhong Fu , Wenbin Zhu , Yanlong Cao , Yanpeng Cao , Member, IEEE, and Michael Ying Yang, Senior Member, IEEE인용: Yang, Jiangxin, et al. "A deep learning-based surface defect inspection system using multiscale and channel-compressed features." IEEE transactions on instrumentation and measurement 69.10 (2020): 8032-8042.깃허브: htt..

논문: https://arxiv.org/abs/2004.09374저자: Maya Aghaei, Matteo Bustreo, Pietro Morerio, Nicolo Carissimi, Alessio Del Bue, Vittorio Murino Pattern Analysis and Computer Vision (PAVIS), Istituto Italiano di Tecnologia (IIT), Genova, Italy인용: Aghaei, Maya, et al. "Complex-Object Visual Inspection via Multiple Lighting Configurations." arXiv preprint arXiv:2004.09374 (2020). 0. 초록 (Abstract) 자동 시각화 ..

논문: https://www.sciencedirect.com/science/article/pii/S088832702200276X저자: Guizhong Fu, Shukai Jia, Wenbin Zhu, Jiangxin Yang, Yanlong Cao, ichael Ying Yang, Yanpeng Cao (Corresponding author)인용: Fu, Guizhong, et al. "Fusion of multi-light source illuminated images for effective defect inspection on highly reflective surfaces." Mechanical Systems and Signal Processing 175 (2022): 109109.깃허브: htt..