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360 video stabilization: A new algorithm for smoother 360 video viewing

Aug 31, 2016Johannes Kopf
360 video stabilization: A new algorithm for smoother 360 video viewing
SummaryAI, from the source post

Introduced a new stabilization algorithm for 360 video using a hybrid 3D-2D approach with a novel 'deformed-rotation' motion model. Developed a 360-hyperlapse algorithm as an extension. Optimized the stabilization algorithm for CPU-only execution, achieving sub-frame stabilization times and improving bit rate efficiency. The algorithm uses KLT tracking on cube map representations and a robust least-squares solver (Ceres) for optimization.

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