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HandDetectionCalibration.mp4

Shows an example of the training procedure of the hand detector.  For visualization purpose, the training videos are slowed down by a factor of 3. 
For the training procedure, the hand gesture used to train hand detector is first displayed. Next, the automatically identified seed based on motion analysis is highlighted in green on each training frame. Pixels automatically grown from the seed to be used to train hand detector are then highlighted in pink in the next video segment. 


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AdaptiveSampling_visualization.mp4

shows a sample video from the ISI dataset demonstrating each of the seven steps in self-insulin injection procedure along 
with the visualization of selected and discarded trajectories for feature computation. (SAS, sigma=36 ) 


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HandDetectionDemo1.avi

HandDetectionDemo2.avi

Two detection demos that compare the proposed method with method from [14]