Feature-Based Deformable Surface Detection with Self-Occlusion Reasoning

@article{PizarroPerez2011FeatureBasedDS,
  title={Feature-Based Deformable Surface Detection with Self-Occlusion Reasoning},
  author={Daniel Pizarro-Perez and Adrien Bartoli},
  journal={International Journal of Computer Vision},
  year={2011},
  volume={97},
  pages={54-70}
}
This paper presents a method for detecting a textured deformed surface in an image. It uses (wide-baseline) point matches between a template and the input image. The main contribution of the paper is twofold. First, we propose a robust method based on local surface smoothness capable of discarding outliers from the set of point matches. Our method handles large proportions of outliers (beyond 70% with less than 15% of false positives) even when the surface self-occludes. Second, we propose a… CONTINUE READING

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