Kernel Bundle Diffeomorphic Image Registration Using Stationary Velocity Fields and Wendland Basis Functions

@article{Pai2015KernelBD,
  title={Kernel Bundle Diffeomorphic Image Registration Using Stationary Velocity Fields and Wendland Basis Functions},
  author={Akshay Pai and Stefan Sommer and Lauge S\orensen and Sune Darkner and Jon Sporring and Mads Nielsen},
  journal={IEEE Transactions on Medical Imaging},
  year={2015},
  volume={35},
  pages={1369-1380}
}
In this paper, we propose a multi-scale, multi-kernel shape, compactly supported kernel bundle framework for stationary velocity field-based image registration (Wendland kernel bundle stationary velocity field, wKB-SVF). We exploit the possibility of directly choosing kernels to construct a reproducing kernel Hilbert space (RKHS) instead of imposing it from… CONTINUE READING