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cs.CV2023
Noise-to-Norm Reconstruction for Industrial Anomaly Detection and Localization
Shiqi Deng, Zhiyu Sun, Ruiyan Zhuang +1
Anomaly detection has a wide range of applications and is especially important in industrial quality inspection. Currently, many top-performing anomaly-detection models rely on fea…
cs.CV2018★ 23 cited
ZerNet: Convolutional Neural Networks on Arbitrary Surfaces via Zernike Local Tangent Space Estimation
Zhiyu Sun, Ethan Rooke, Jerome Charton +3
In this paper, we propose a novel formulation to extend CNNs to two-dimensional (2D) manifolds using orthogonal basis functions, called Zernike polynomials. In many areas, geometri…