diff options
Diffstat (limited to 'intern/libmv/libmv/multiview/nviewtriangulation.h')
-rw-r--r-- | intern/libmv/libmv/multiview/nviewtriangulation.h | 80 |
1 files changed, 80 insertions, 0 deletions
diff --git a/intern/libmv/libmv/multiview/nviewtriangulation.h b/intern/libmv/libmv/multiview/nviewtriangulation.h new file mode 100644 index 00000000000..f4614ab1a5c --- /dev/null +++ b/intern/libmv/libmv/multiview/nviewtriangulation.h @@ -0,0 +1,80 @@ +// Copyright (c) 2009 libmv authors. +// +// Permission is hereby granted, free of charge, to any person obtaining a copy +// of this software and associated documentation files (the "Software"), to +// deal in the Software without restriction, including without limitation the +// rights to use, copy, modify, merge, publish, distribute, sublicense, and/or +// sell copies of the Software, and to permit persons to whom the Software is +// furnished to do so, subject to the following conditions: +// +// The above copyright notice and this permission notice shall be included in +// all copies or substantial portions of the Software. +// +// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING +// FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS +// IN THE SOFTWARE. +// +// Compute a 3D position of a point from several images of it. In particular, +// compute the projective point X in R^4 such that x = PX. +// +// Algorithm is the standard DLT; for derivation see appendix of Keir's thesis. + +#ifndef LIBMV_MULTIVIEW_NVIEWTRIANGULATION_H +#define LIBMV_MULTIVIEW_NVIEWTRIANGULATION_H + +#include "libmv/base/vector.h" +#include "libmv/logging/logging.h" +#include "libmv/numeric/numeric.h" + +namespace libmv { + +// x's are 2D coordinates (x,y,1) in each image; Ps are projective cameras. The +// output, X, is a homogeneous four vectors. +template<typename T> +void NViewTriangulate(const Matrix<T, 2, Dynamic> &x, + const vector<Matrix<T, 3, 4> > &Ps, + Matrix<T, 4, 1> *X) { + int nviews = x.cols(); + assert(nviews == Ps.size()); + + Matrix<T, Dynamic, Dynamic> design(3*nviews, 4 + nviews); + design.setConstant(0.0); + for (int i = 0; i < nviews; i++) { + design.template block<3, 4>(3*i, 0) = -Ps[i]; + design(3*i + 0, 4 + i) = x(0, i); + design(3*i + 1, 4 + i) = x(1, i); + design(3*i + 2, 4 + i) = 1.0; + } + Matrix<T, Dynamic, 1> X_and_alphas; + Nullspace(&design, &X_and_alphas); + X->resize(4); + *X = X_and_alphas.head(4); +} + +// x's are 2D coordinates (x,y,1) in each image; Ps are projective cameras. The +// output, X, is a homogeneous four vectors. +// This method uses the algebraic distance approximation. +// Note that this method works better when the 2D points are normalized +// with an isotopic normalization. +template<typename T> +void NViewTriangulateAlgebraic(const Matrix<T, 2, Dynamic> &x, + const vector<Matrix<T, 3, 4> > &Ps, + Matrix<T, 4, 1> *X) { + int nviews = x.cols(); + assert(nviews == Ps.size()); + + Matrix<T, Dynamic, 4> design(2*nviews, 4); + for (int i = 0; i < nviews; i++) { + design.template block<2, 4>(2*i, 0) = SkewMatMinimal(x.col(i)) * Ps[i]; + } + X->resize(4); + Nullspace(&design, X); +} + +} // namespace libmv + +#endif // LIBMV_MULTIVIEW_RESECTION_H |