Remove watermark from video
If the watermark is additive and static and, the content is smooth, and the vide long enough you could compute the watermark that minimizes $\sum ||S(F_i - W)||^2$, for the frames $F_i$ and a fixed watermark $W$. The solution $W$ is expected to converge to the watermark.
But it is always better to use the original video.