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In this study, a novel two-stage plastic-state detection strategy is studied. In the first stage, discrete wavelet transform (DWT) is used to obtain the low-frequency response signal. The Hankel matrix is constructed with a low-frequency response signal, and singular value decomposition (SVD) is used to divide the null space and non-null space. The...

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EigenDecomposition (ED) is at the heart of many computer vision algorithms and applications. One crucial bottleneck limiting its usage is the expensive computation cost, particularly for a mini-batch of matrices in the deep neural networks. In this paper, we propose a QR-based ED method dedicated to the application scenarios of computer vision. Our...