Noise in PointCloud between camera and horizon

[Sho412]

Hello, I use aerial video as the input of DSO. It works so nice! However, I get many points between camera and horizon as the noise.

"Since horizon is set of horizontal line, depth estimation is difficult. " is my understanding.

How do I reduce the issue with the setting parameters?

Regards Sho