We propose an optical horizon estimation technique to recover the attitude of a moving stereo rig with respect to the sea plane.
Projective distortion is corrected to account for the non-uniform distribution of the reconstructed point cloud.
The alignment of each sea surface is improved without using external positioning sensors.