Resolving Objects at Higher Resolution from a Single Motion-blurred Image

@article{Agrawal2007ResolvingOA,
  title={Resolving Objects at Higher Resolution from a Single Motion-blurred Image},
  author={Amit K. Agrawal and Ramesh Raskar},
  journal={2007 IEEE Conference on Computer Vision and Pattern Recognition},
  year={2007},
  pages={1-8}
}
Motion blur can degrade the quality of images and is considered a nuisance for computer vision problems. In this paper, we show that motion blur can in-fact be used for increasing the resolution of a moving object. Our approach utilizes the information in a single motion-blurred image without any image priors or training images. As the blur size increases, the resolution of the moving object can be enhanced by a larger factor, albeit with a corresponding increase in reconstruction noise… CONTINUE READING
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