Abstract: We present a method to select decomposition levels for noise thresholding in wavelet denoising. It is essential to determine the accurate decomposition levels to avoid inadequate noise ...
WaveTF is a TensorFlow library which implements 1D and 2D wavelet transforms, making them available as Keras layers, which can thus be easily plugged into machine learning workflows. WaveTF can also ...
Abstract: The synchrosqueezed wavelet transform (SSWT) has been proven to be a powerful time-frequency analysis tool. However, this transform is unable to deal with signals with fast varying ...