The Fast Bilateral Solver

author: Jonathan Barron, Google, Inc.
published: Oct. 24, 2016,   recorded: October 2016,   views: 104
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Description

We present the bilateral solver, a novel algorithm for edge-aware smoothing that combines the flexibility and speed of simple filtering approaches with the accuracy of domain-specific optimization algorithms. Our technique is capable of matching or improving upon state-of-the-art results on several different computer vision tasks (stereo, depth superresolution, colorization, and semantic segmentation) while being 10-1000 times faster than competing approaches. The bilateral solver is fast, robust, straightforward to generalize to new domains, and simple to integrate into deep learning pipelines.

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Download slides icon Download slides: eccv2016_barron_bilateral_solver_01.pdf (3.2┬áMB)


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