Fast Explicit Diffusion for Accelerated Features in Nonlinear Scale Spaces

@inproceedings{Alcantarilla2013FastED,
  title={Fast Explicit Diffusion for Accelerated Features in Nonlinear Scale Spaces},
  author={Pablo Fern{\'a}ndez Alcantarilla and Jes{\'u}s Nuevo and Adrien Bartoli},
  booktitle={BMVC},
  year={2013}
}
We propose a novel and fast multiscale feature detection and description approach that exploits the benefits of nonlinear scale spaces. Previous attempts to detect and describe features in nonlinear scale spaces are highly time consuming due to the computational burden of creating the nonlinear scale space. In this paper we propose to use recent numerical schemes called Fast Explicit Diffusion (FED) embedded in a pyramidal framework to dramatically speed-up feature detection in nonlinear scale… CONTINUE READING

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