How it works
To give you more dimension on 3D, here�s some background how the conversion technology works at YouTube. Since last September we�ve been constantly improving the underlying technology, which now uses several techniques:
- We use a combination of video characteristics such as color, spatial layout and motion to estimate a depth map for each frame of a monoscopic video sequence
- We use machine learning from the growing number of true 3D videos on YouTube to learn video depth characteristics and apply them in depth estimation
- The generated depth map and the original monoscopic frame create a stereo 3D left-right pair, that a stereo display system needs to display a video as 3D
With this broader knowledge of 3D conversion, we then apply cloud computing scalability to make conversion possible across even more videos on YouTube. Breaking up a video into tiny chunks of data and processing them in parallel on Google�s cloud infrastructure lets us process these videos, while still producing the quality you expect.
We�d love to hear your feedback and other 3D features you�d like to see. With 4D, 5D and 6D around the corner there�s lots more we can do!
Deb Mukherjee, technical staff, and Chen Wu, software engineer, recently watched "YouTube Rewind 2011" in 3D!


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