Sampling and Reconstruction of Surfaces and Higher Dimensional Manifolds

  • Authors:
  • Emil Saucan;Eli Appleboim;Yehoshua Y. Zeevi

  • Affiliations:
  • Department of Electrical Engineering, Technion, Haifa, Israel 32000;Department of Electrical Engineering, Technion, Haifa, Israel 32000;Department of Electrical Engineering, Technion, Haifa, Israel 32000

  • Venue:
  • Journal of Mathematical Imaging and Vision
  • Year:
  • 2008

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Abstract

We present new sampling theorems for surfaces and higher dimensional manifolds. The core of the proofs resides in triangulation results for manifolds with boundary, not necessarily bounded. The method is based upon geometric considerations that are further augmented for 2-dimensional manifolds (i.e surfaces). In addition, we show how to apply the main results to obtain a new, geometric proof of the classical Shannon sampling theorem, and also to image analysis.