Plug-and-Play Priors for Reconstruction-Based Placental Image Registration

@inproceedings{Xing2019PlugandPlayPF,
  title={Plug-and-Play Priors for Reconstruction-Based Placental Image Registration},
  author={Jiarui Xing and Ulugbek Kamilov and Wenjie Wu and Yong Wang and Miaomiao Zhang},
  booktitle={SUSI/PIPPI@MICCAI},
  year={2019}
}
  • Jiarui Xing, Ulugbek Kamilov, +2 authors Miaomiao Zhang
  • Published in SUSI/PIPPI@MICCAI 2019
  • Computer Science, Engineering
  • This paper presents a novel deformable registration framework, leveraging an image prior specified through a denoising function, for severely noise-corrupted placental images. Recent work on plug-and-play (PnP) priors has shown the state-of-the-art performance of reconstruction algorithms under such priors in a range of imaging applications. Integration of powerful image denoisers into advanced registration methods provides our model with a flexibility to accommodate datasets that have low… CONTINUE READING

    Figures and Topics from this paper.

    References

    Publications referenced by this paper.
    SHOWING 1-10 OF 36 REFERENCES
    An Online Plug-and-Play Algorithm for Regularized Image Reconstruction
    48
    Plug-and-Play priors for model based reconstruction
    282
    Plug-and-Play Priors for Bright Field Electron Tomography and Sparse Interpolation
    130
    A Variational Framework for Joint Image Registration, Denoising and Edge Detection
    9
    Joint image registration and volume reconstruction for 3D ultrasound
    34
    Fast Gradient-Based Algorithms for Constrained Total Variation Image Denoising and Deblurring Problems
    1429