We propose a parallax barrier stereoscopic display based on a high-speed viewpoint tracking and projection to reduce the crosstalk. We also employ a pixelwise image warping method to improve the allowable maximum speed of viewpoint movement without any crosstalk. The developed system can achieve the frame rate of 500 fps and latency of 7-8 ms. This performance reduced the crosstalk drastically even when the viewpoint movement speed was roughly 2 m/s.