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downsampleMesh.m
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50 lines (42 loc) · 1.79 KB
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%
% Function for downsampling a surface mesh. For that, a subset of the
% original mesh vertices is selected and remeshed.
%
% Input:
% fv Matlab fv structure (cf. Matlab's isosurface()/patch() functions)
% that represents the triangular surface mesh
% factor downsampling factor, scalar value in (0,1]
%
% Output:
% fvReduced Downsampled Matlab fv structure
% fvIdx Vertex indices of the original fv structure that are
% retained
%
% Author & Copyright (C) 2017: Florian Bernard (f.bernardpi[at]gmail[dot]com)
%
% This program is free software: you can redistribute it and/or modify
% it under the terms of the GNU Affero General Public License as published
% by the Free Software Foundation, either version 3 of the License, or
% (at your option) any later version.
% This program 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 Affero General Public License for more details.
% You should have received a copy of the GNU Affero General Public License
% along with this program. If not, see <http://www.gnu.org/licenses/>.
%
function [fvReduced, fvIdx] = downsampleMesh(fv, factor)
vertices = fv.vertices;
fvReduced = reducepatch(fv,factor);
reducedVertices = fvReduced.vertices;
[idxOfFvVertices,d] = knnsearch(vertices, reducedVertices);
assert(sum(d)==0);
% recreate original vertex order
[fvIdx, idx] = sort(idxOfFvVertices);
reducedVerticesSorted = reducedVertices(idx,:);
[~,tmpidx] = sort(idx);
facesSorted = tmpidx(fvReduced.faces);
fvReduced.vertices = reducedVerticesSorted;
fvReduced.faces = facesSorted;
assert(sum(d)==0); % make sure vertices are not moved
end