Posted on April 30, 2020 | Back to Showreel

Consistent Video Depth Estimation

Tags: technical, video | Paper

This is an interesting one. The idea is that we want to predict a “consistent” depth over the frames of a video. If we naively treat each frame as an independent image, we get very bad consistency; i.e. if we’re moving the camera across a scene; the depth changes wildly.

In the paper they introduce a technique to solve this problem, which then allows for very cool applications! Check out the videos.