Abstract. This study aimed to investigate the possibility of using ultrasound images as a tool of quantitative analysis for muscle activity. One expected advantage of ultrasound imaging is that it could provide a non-invasive way to investigate the activities of both outer and inner muscles. In the literature, there have been fewer studies exploring the ultrasound image analysis for quantitative analysis of muscle activity, i.e., the estimation of spatiotemporal aspect of muscle contraction, such as, the power, the latency. This is why this study attempted to investigate different features extracted from the ultrasound images, to represent the muscle activity. For this purpose we measured the ultrasound images, as well as Electromyogram, and joint angle simultaneously, during the voluntary contraction, and muscle activity activated by the Achilles tendon reflex, in which temporal aspect of muscle activity should be precisely investigated. We were able to quantify the inner and outer muscle activity by measuring the muscle thickness, pennation angle and long-axis displacement.