Posted on April 30, 2020
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Consistent Video Depth Estimation
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.
