Finite-Sample Analysis of Image Registration

12 Jan 2020 Raman Ravi Kiran Varshney Lav R.

We study the problem of image registration in the finite-resolution regime and characterize the error probability of algorithms as a function of properties of the transformation and the image capture noise. Specifically, we define a channel-aware Feinstein decoder to obtain upper bounds on the minimum achievable error probability under finite resolution... (read more)

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Categories


  • INFORMATION THEORY
  • INFORMATION THEORY