X-Git-Url: https://git.creatis.insa-lyon.fr/pubgit/?p=CreaPhase.git;a=blobdiff_plain;f=octave_packages%2Fm%2Fgeometry%2Fdelaunayn.m;fp=octave_packages%2Fm%2Fgeometry%2Fdelaunayn.m;h=ca04ad48b86fd0da8a7d26623754f95bf426630b;hp=0000000000000000000000000000000000000000;hb=1c0469ada9531828709108a4882a751d2816994a;hpb=63de9f36673d49121015e3695f2c336ea92bc278 diff --git a/octave_packages/m/geometry/delaunayn.m b/octave_packages/m/geometry/delaunayn.m new file mode 100644 index 0000000..ca04ad4 --- /dev/null +++ b/octave_packages/m/geometry/delaunayn.m @@ -0,0 +1,93 @@ +## Copyright (C) 2007-2012 David Bateman +## +## This file is part of Octave. +## +## Octave is free software; you can redistribute it and/or modify it +## under the terms of the GNU General Public License as published by +## the Free Software Foundation; either version 3 of the License, or (at +## your option) any later version. +## +## Octave is distributed in the hope that it will be useful, but +## WITHOUT ANY WARRANTY; without even the implied warranty of +## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU +## General Public License for more details. +## +## You should have received a copy of the GNU General Public License +## along with Octave; see the file COPYING. If not, see +## . + +## -*- texinfo -*- +## @deftypefn {Function File} {@var{T} =} delaunayn (@var{pts}) +## @deftypefnx {Function File} {@var{T} =} delaunayn (@var{pts}, @var{options}) +## Compute the Delaunay triangulation for an N-dimensional set of points. +## The Delaunay triangulation is a tessellation of the convex hull of a set +## of points such that no N-sphere defined by the N-triangles contains +## any other points from the set. +## +## The input matrix @var{pts} of size [n, dim] contains n points in a space of +## dimension dim. The return matrix @var{T} has size [m, dim+1]. Each row +## of @var{T} contains a set of indices back into the original set of points +## @var{pts} which describes a simplex of dimension dim. For example, a 2-D +## simplex is a triangle and 3-D simplex is a tetrahedron. +## +## An optional second argument, which must be a string or cell array of strings, +## contains options passed to the underlying qhull command. +## See the documentation for the Qhull library for details +## @url{http://www.qhull.org/html/qh-quick.htm#options}. +## The default options depend on the dimension of the input: +## +## @itemize +## @item 2-D and 3-D: @var{options} = @code{@{"Qt", "Qbb", "Qc", "Qz"@}} +## +## @item 4-D and higher: @var{options} = @code{@{"Qt", "Qbb", "Qc", "Qx"@}} +## @end itemize +## +## If @var{options} is not present or @code{[]} then the default arguments are +## used. Otherwise, @var{options} replaces the default argument list. +## To append user options to the defaults it is necessary to repeat the +## default arguments in @var{options}. Use a null string to pass no arguments. +## +## @seealso{delaunay, delaunay3, convhulln, voronoin} +## @end deftypefn + +function T = delaunayn (pts, varargin) + + if (nargin < 1) + print_usage (); + endif + + T = __delaunayn__ (pts, varargin{:}); + + if (isa (pts, "single")) + myeps = eps ("single"); + else + myeps = eps; + endif + + ## Try to remove the zero volume simplices. The volume of the i-th simplex is + ## given by abs(det(pts(T(i,1:end-1),:)-pts(T(i,2:end),:)))/prod(1:n) + ## (reference http://en.wikipedia.org/wiki/Simplex). Any simplex with a + ## relative volume less than some arbitrary criteria is rejected. The + ## criteria we use is the volume of the simplex corresponding to an + ## orthogonal simplex is equal edge length all equal to the edge length of + ## the original simplex. If the relative volume is 1e3*eps then the simplex + ## is rejected. Note division of the two volumes means that the factor + ## prod(1:n) is dropped. + idx = []; + [nt, n] = size (T); + ## FIXME: Vectorize this for loop or convert to delaunayn to .oct function + for i = 1:nt + X = pts(T(i,1:end-1),:) - pts(T(i,2:end),:); + if (abs (det (X)) / sqrt (sum (X .^ 2, 2)) < 1e3 * myeps) + idx(end+1) = i; + endif + endfor + T(idx,:) = []; + +endfunction + + +%% FIXME: Need tests for delaunayn + +%% FIXME: Need input validation tests +