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The Fast Bilateral Solver | | Jonathan T. Barron
; Ben Poole
; | | Date: |
10 Nov 2015 | | Abstract: | 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. | | Source: | arXiv, 1511.3296 | | Services: | Forum | Review | PDF | Favorites | |
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