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Diffstat (limited to 'intern/libmv/libmv/numeric/function_derivative_test.cc')
-rw-r--r-- | intern/libmv/libmv/numeric/function_derivative_test.cc | 57 |
1 files changed, 57 insertions, 0 deletions
diff --git a/intern/libmv/libmv/numeric/function_derivative_test.cc b/intern/libmv/libmv/numeric/function_derivative_test.cc new file mode 100644 index 00000000000..8d976d3e9a0 --- /dev/null +++ b/intern/libmv/libmv/numeric/function_derivative_test.cc @@ -0,0 +1,57 @@ +// Copyright (c) 2007, 2008, 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. + +#include "testing/testing.h" +#include "libmv/numeric/numeric.h" +#include "libmv/numeric/function_derivative.h" + +using namespace libmv; + +namespace { + +class F { + public: + typedef Vec2 FMatrixType; + typedef Vec3 XMatrixType; + Vec2 operator()(const Vec3 &x) const { + Vec2 fx; + fx << 0.19*x(0) + 0.19*x(1)*x(1) + x(2), + 3*sin(x(0)) + 2*cos(x(1)); + return fx; + } + Mat23 J(const Vec3 &x) const { + Mat23 jacobian; + jacobian << 0.19, 2*0.19*x(1), 1.0, + 3*cos(x(0)), -2*sin(x(1)), 0; + return jacobian; + } +}; + +TEST(FunctionDerivative, SimpleCase) { + Vec3 x; x << 0.76026643, 0.01799744, 0.55192142; + F f; + NumericJacobian<F, CENTRAL> J(f); + EXPECT_MATRIX_NEAR(f.J(x), J(x), 1e-8); + NumericJacobian<F, FORWARD> J_forward(f); + // Forward difference is very inaccurate. + EXPECT_MATRIX_NEAR(f.J(x), J_forward(x), 1e-5); +} + +} // namespace |