A variational approach to scene reconstruction and image segmentation from motion-blur cues

@article{Favaro2004AVA,
  title={A variational approach to scene reconstruction and image segmentation from motion-blur cues},
  author={Paolo Favaro and Stefano Soatto},
  journal={Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004. CVPR 2004.},
  year={2004},
  volume={1},
  pages={I-I}
}
In this paper we are interested in the joint reconstruction of geometry and photometry of scenes with multiple moving objects from a collection of motion-blurred images. We make simplifying assumptions on the photometry of the scene (we neglect complex illumination effects) and infer the motion field of the scene, its depth map, and its radiance. In particular, we choose to partition the image into regions where motion is well approximated by a simple planar translation. We model motion-blurred… CONTINUE READING
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