Total Variation

A measure of signal variation that quantifies the sum of absolute differences between adjacent values. Total variation regularization is used for image denoising (preserving edges), trajectory smoothing (penalizing jerk), and sparse signal recovery. TV-L1 optical flow algorithms use TV regularization to produce sharp, piecewise-smooth motion fields.