Anomaly detection of core failures in die casting X-ray inspection images using a convolutional autoencoder

[1]  E. R. Davies,et al.  Circularity - a new principle underlying the design of accurate edge orientation operators , 1984, Image Vis. Comput..

[2]  Xinggang Wang,et al.  Automated defect inspection of LED chip using deep convolutional neural network , 2019, J. Intell. Manuf..

[3]  Biswajit Sarkar,et al.  Effect of inspection performance in smart manufacturing system based on human quality control system , 2018 .

[4]  Michael Lütjen,et al.  Anomaly detection with convolutional neural networks for industrial surface inspection , 2019, Procedia CIRP.

[5]  Chung-Feng Jeffrey Kuo,et al.  Automatic inspection system of LED chip using two-stages back-propagation neural network , 2014, J. Intell. Manuf..

[6]  Jing-Rong Li,et al.  Unsupervised fabric defect detection based on a deep convolutional generative adversarial network , 2019, Textile Research Journal.

[7]  Anil K. Jain,et al.  A Survey of Automated Visual Inspection , 1995, Comput. Vis. Image Underst..

[8]  Jie Li,et al.  Cognitive visual anomaly detection with constrained latent representations for industrial inspection robot , 2020, Appl. Soft Comput..

[9]  Li Yi,et al.  An End‐to‐End Steel Strip Surface Defects Recognition System Based on Convolutional Neural Networks , 2017 .

[10]  Nguyen Lu Dang Khoa,et al.  Robust Deep Learning Methods for Anomaly Detection , 2020, KDD.

[11]  Jure Skvarč,et al.  Segmentation-based deep-learning approach for surface-defect detection , 2019, Journal of Intelligent Manufacturing.

[12]  Domingo Mery,et al.  Aluminum Casting Inspection Using Deep Learning: A Method Based on Convolutional Neural Networks , 2020, Journal of Nondestructive Evaluation.

[13]  K. Spinnler,et al.  Automatic metal parts inspection: Use of thermographic images and anomaly detection algorithms , 2013 .

[14]  Takashi Yanagihara,et al.  Semi-supervised Anomaly Detection Using GANs for Visual Inspection in Noisy Training Data , 2018, ACCV Workshops.

[15]  Olli Silvén,et al.  Wood Inspection With Non-Supervised Clustering , 2000 .