Reliable recognition of therapeutic hand and finger movements is a prerequisite for effective home-based rehabilitation, where patients must exercise without continuous therapist supervision.

Currently available prosthetic hands are capable of actuating anywhere from five to 30 degrees of freedom. However, grasp control of these devices remains unintuitive and cumbersome. To address this ...