LASSIP Academy
Numpy and Matplolib – Practical test – Very basic level: Google Colab
Convolution matrix: Google Colab
Rank-1 factorization with SVD (“reverse an outer product”): Google Colab
Using masks to filter out data with Numpy: Google Colab
Estimation of finite impulse response from an input-output pair of signals: Google Colab
Motion tracking with the Lucas-Kanade algorithm: Blog post
Simulating crosstalk and its effect on the measurement of directivity: Google Colab
Amplitude Modulation and Demodulation: Google Colab
Envelope detection (demodulation) with scipy.signal.hilbert: Google Colab
Laplace operator as a convolution: Google Colab
2D Phase Correlation algorithm: Google Colab
SVD-based Fourier-domain 2D Phase Correlation algorithm: Google Colab
Interpolating 2-D distortion with Thin Plate Splines: Google Colab
Animated plots with Matplotlib: Blog post