Oleg Zabluda's blog
Saturday, October 15, 2016
 
The Fast Bilateral Solver (2015) Jonathan T. Barron, Ben Poole
The Fast Bilateral Solver (2015) Jonathan T. Barron, Ben Poole
"""
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.
"""
https://arxiv.org/abs/1511.03296
https://arxiv.org/abs/1511.03296

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