A supervised patch-based image reconstruction technique: Application to brain MRI super-resolution

@article{Rousseau2013ASP,
  title={A supervised patch-based image reconstruction technique: Application to brain MRI super-resolution},
  author={François Rousseau and Colin Studholme},
  journal={2013 IEEE 10th International Symposium on Biomedical Imaging},
  year={2013},
  pages={346-349}
}
The image resolution and the tissue contrast of MR neuroimaging data are key factors for image analysis algorithms such that segmentation and registration. In this article, we focus on one of these two major components and we study image reconstruction techniques for image resolution enhancement. This issue is addressed in the general context of inverse problems. For such ill-posed problems, some forms of regularization plays a crucial role. We consider a supervised regularization technique… CONTINUE READING

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