What does "Motion Embeddings" mean?
Table of Contents
Motion embeddings are tools used to represent how things move in videos. They help improve video generation by focusing on the movements of objects over time while keeping the video's overall look intact.
How They Work
These embeddings capture movement patterns from a video and work well with the video creation systems. They adjust how the system pays attention to the motion by using two types of embeddings. One type helps to control the timing of movements, and the other ensures that only the motion is considered, removing distractions from the appearance of objects.
Importance
Using motion embeddings makes it easier to create videos that feel more natural and realistic. They offer a simple and efficient way to handle the unique challenges that come with moving images, helping to produce better video content.