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Nicolas Saunier edited Methodology Video Data.tex
almost 10 years ago
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\subsubsection{Derived Data: Velocity & Acceleration}
Velocity and acceleration measures are derived
through differentiation from position
over time and velocity over time
measures respectively. These are
2-dimensional vectors with a magnitude
(speed) (speed and acceleration) and a heading. The heading of the velocity vector is typically used to determine the orientation of the vehicle.
However, derivative measures are more sensitive to tracking error from pixel precision. As such, these measures require smoothing, over five to ten frames. Instantaneous measures, particularly acceleration spikes, are therefor more difficult to detect reliably.