This frame-differencing method (FDM) automatically extracts movement from video data by detecting changes in pixels across frames. Currently, this FDM runs exclusively through MATLAB.
For more information on the FDM, see "Frame-differencing methods for measuring bodily synchrony in conversation" (Paxton & Dale, 2013, Behavior Research Methods).