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Automatic Registration of 3D Datasets using Gaussian Fields
 

Summary: Automatic Registration of 3D Datasets using
Gaussian Fields
Faysal Boughorbel
Video Processing and Visual Perception Group
Philips Research Labs
Eindhoven, The Netherlands
faysal.boughorbel@philips.com
Andreas Koschan, Mongi Abidi
Department of Computer and Electrical Engineering
University of Tennessee
Knoxville, Tennessee, USA
akoschan@utk.edu, abidi@utk.edu
Abstract--In this paper we introduce a new 3D automatic
registration method based on Gaussian fields and energy
minimization. The method defines a simple
C energy function,
which is convex in a large neighborhood of the alignment
parameters; allowing for the use of powerful standard
optimization techniques. We show that the size of the region of
convergence can be significantly extended reducing the need for

  

Source: Abidi, Mongi A. - Department of Electrical and Computer Engineering, University of Tennessee

 

Collections: Computer Technologies and Information Sciences