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@@ -41,11 +41,13 @@ operates in real-time without calibration.
We collect data using the Kinect SDK over a period of a week in a research
laboratory setting. The Kinect is placed at the tee of a frequently used
-hallway. The view of the Kinect is seen in \fref{fig:hallway}, showing the
-color image, the depth image, and the fitted skeleton of a person in a single
-frame. Skeletons are fit from roughly 1-5 meters away from the Kinect. For each
-frame where a person is detected and a skeleton is fit we capture the 3-D
-coordinates of 20 body joints, and the color image.
+hallway. For each frame, the Kinect SDK performs figure detection to identify
+regions of interest. Then, it fits a skeleton to the identified figures and
+outputs a set of joints in real world coordinates. The view of the Kinect is
+seen in \fref{fig:hallway}, showing the color image, the depth image with
+figures, and the fitted skeleton of a person in a single frame. Skeletons are
+fit from roughly 1-5 meters away from the Kinect. For each frame with a
+skelton we record color image and the positions of the joints.
\begin{figure}[t]
\begin{center}