Joint 3D Scene Reconstruction and Class Segmentation

@article{Hne2013Joint3S,
  title={Joint 3D Scene Reconstruction and Class Segmentation},
  author={Christian H{\"a}ne and Christopher Zach and Andrea Cohen and Roland Angst and Marc Pollefeys},
  journal={2013 IEEE Conference on Computer Vision and Pattern Recognition},
  year={2013},
  pages={97-104}
}
Both image segmentation and dense 3D modeling from images represent an intrinsically ill-posed problem. Strong regularizers are therefore required to constrain the solutions from being 'too noisy'. Unfortunately, these priors generally yield overly smooth reconstructions and/or segmentations in certain regions whereas they fail in other areas to constrain the solution sufficiently. In this paper we argue that image segmentation and dense 3D reconstruction contribute valuable information to each… CONTINUE READING
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