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links the measured and the real gait angle. As in Eqn. 1, a simple scaling is suggested, but since the horizontal
component of gait angle carries the majority of the angular information this cannot be accepted without proof.
Figure 3 Simulated legs, hip rotation angle 12.2 ,
trajectory angle 14 and ~2m from the camera.
Uncorrected Angle Data
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Figure 4 Measure angle, as a function of
trajectory angle for camera/target distances
between 1 and 4 meters. Diamonds are closest to
the camera.
Corrected Angle Data
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Figure 6 Measured angle, after application of
trajectory correction to each half angle.
3.3 Laboratory Experiments
First, the hip rotation angle was simulated, by printing a target
pattern as shown in figure 3. A walking subject was simulated
by a printed set of black circles, representing the hip and two
knee positions. A set of seven targets representing different
angles from zero to 45 degrees was used. Each target was
mounted, in turn, on a rotating table and viewed with an
uncalibrated camera from a fixed distance. A Sony Video
camera model XC-711P with a Sony Zoom lens Model TV-
ZOOM (12.5mm to 75mm) was used for this and all other
experiments. The zoom lens was adjusted such that the target
filled as much of the field of view as possible. The output from
the camera was digitised and a global threshold was applied to
produce a binary image. After the circle positions had been
marked manually, a minimum sized bounding box was
generated automatically, and the centre of gravity of the circle
was calculated. For each group of circles the apparent hip angle
(y) calculated and recorded as a function of simulated trajectory
angle. Figure 4 shows the raw measured angle, for trajectory
angles between 0° and 45°, for viewing distances of between 1
and 4 metres. Clearly, increasing the trajectory angle results in a
decrease in the perceived angle.
Figure 5 shows the corrected hip rotation angles after the
correction in Equation (2) has been applied directly. As can be
seen, this naive approach is not effective, as the perceived angle
Naively Corrected Angle Data
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Figure 5 Application of Eqn. 2, to the data
shown in Figure 4. Note the remaining
dependence on trajectory angle.
is not independent of the trajectory angle, unlike figure 6. In
figure 6, each half angle is considered separately and the
horizontal components are corrected before the angles are
calculated. The measured angles are now correct for all
trajectory angles less than 45 and at distances greater than 1
meter. Detailed examination of the data reveals that there is
some inaccuracy at large angles and when the camera is close
to the target, again this is to be expected.
International Archives of Photogrammetry and Remote Sensing. Vol. XXXIII, Part B5. Amsterdam 2000. 117