1. A computer-implemented method for determining an orientation of one or more extremities comprising: generating a grid of voxels based on a depth image; isolating one or more voxels associated with a human target; generating an extremity volume based on a displacement based on locations or positions of a head and a center of the human target; and determining orientations of one or more extremities within the extremity volume.