Simultaneous Multi-Frame Map Super-Resolution Video Enhancement Using Spatlo-Temporal Priors

@inproceedings{Borman1999SimultaneousMM,
  title={Simultaneous Multi-Frame Map Super-Resolution Video Enhancement Using Spatlo-Temporal Priors},
  author={Sean Borman and Robert L. Stevenson},
  booktitle={ICIP},
  year={1999}
}
A simultaneous multi-frame super-resolution video reconstruction procedure, utilizing spatio-temporal smoothness constraints and motion estimator confidence parameters is proposed. The ill-posed inverse problem of reconstructing super-resolved imagery from the low resolution, degraded observations is formulated as a statistical inference problem and a Bayesian, maximum a-posteriori (MAP) approach is utilized for its approximate solution. The inclusion of motion estimator confidence parameters… CONTINUE READING
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