The Classical Wavelet Transform for Continuous-time and Discrete-time Signals -- Second-generation Wavelets -- Nonlinear and Adaptive Lifting -- Numerical Condition -- Applications of Nonlinear Lifting in Imaging.Wavelets are mathematical functions that divide data into different frequency components, and then study each component with a resolution matched to its scale. First generation wavelet…