Hand Motion and Posture Recognition in a Network of Calibrated Cameras

Figure 19

For each level of the octave, the original image is convolved with Gaussian in different variance. Adjacent Gaussian images are subtracted to produce the difference-of-Gaussian images. After each octave, the Gaussian image is downsampled by a factor of 2, and the process is repeated [22].