Literature DB >> 20224137

Texture mapping via optimal mass transport.

Ayelet Dominitz1, Allen Tannenbaum.   

Abstract

In this paper, we present a novel method for texture mapping of closed surfaces. Our method is based on the technique of optimal mass transport (also known as the "earth-mover's metric"). This is a classical problem that concerns determining the optimal way, in the sense of minimal transportation cost, of moving a pile of soil from one site to another. In our context, the resulting mapping is area preserving and minimizes angle distortion in the optimal mass sense. Indeed, we first begin with an angle-preserving mapping (which may greatly distort area) and then correct it using the mass transport procedure derived via a certain gradient flow. In order to obtain fast convergence to the optimal mapping, we incorporate a multiresolution scheme into our flow. We also use ideas from discrete exterior calculus in our computations.

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Year:  2010        PMID: 20224137      PMCID: PMC2886313          DOI: 10.1109/TVCG.2009.64

Source DB:  PubMed          Journal:  IEEE Trans Vis Comput Graph        ISSN: 1077-2626            Impact factor:   4.579


  4 in total

1.  On the Laplace-Beltrami operator and brain surface flattening.

Authors:  S Angenent; S Haker; A Tannenbaum; R Kikinis
Journal:  IEEE Trans Med Imaging       Date:  1999-08       Impact factor: 10.048

2.  Genus zero surface conformal mapping and its application to brain surface mapping.

Authors:  Xianfeng Gu; Yalin Wang; Tony F Chan; Paul M Thompson; Shing-Tung Yau
Journal:  IEEE Trans Med Imaging       Date:  2004-08       Impact factor: 10.048

3.  Multiscale 3-D shape representation and segmentation using spherical wavelets.

Authors:  Delphine Nain; Steven Haker; Aaron Bobick; Allen Tannenbaum
Journal:  IEEE Trans Med Imaging       Date:  2007-04       Impact factor: 10.048

4.  Discrete surface Ricci flow.

Authors:  Miao Jin; Junho Kim; Feng Luo; Xianfeng Gu
Journal:  IEEE Trans Vis Comput Graph       Date:  2008 Sep-Oct       Impact factor: 4.579

  4 in total
  2 in total

1.  Algorithms to automatically quantify the geometric similarity of anatomical surfaces.

Authors:  Doug M Boyer; Yaron Lipman; Elizabeth St Clair; Jesus Puente; Biren A Patel; Thomas Funkhouser; Jukka Jernvall; Ingrid Daubechies
Journal:  Proc Natl Acad Sci U S A       Date:  2011-10-24       Impact factor: 11.205

2.  Optimal mass transport for shape matching and comparison.

Authors:  Zhengyu Su; Yalin Wang; Rui Shi; Wei Zeng; Jian Sun; Feng Luo; Xianfeng Gu
Journal:  IEEE Trans Pattern Anal Mach Intell       Date:  2015-11       Impact factor: 6.226

  2 in total

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