proto-factor with numerical derivative

release/4.3a0
Frank Dellaert 2024-10-24 01:09:01 -07:00
parent 90ae543c7f
commit 8a0ab6e094
1 changed files with 29 additions and 0 deletions

View File

@ -197,6 +197,35 @@ TripleF<SimpleFundamentalMatrix> generateTripleF(
return {F[0], F[1], F[2]}; // Return a TripleF instance
}
//*************************************************************************
struct TripletFactor {
using F = FundamentalMatrix;
using SF = SimpleFundamentalMatrix;
Point2 p0, p1, p2;
/// vector of errors returns 6D vector
Vector evaluateError(const SF& F01, const SF& F12, const SF& F20, //
Matrix* H01, Matrix* H12, Matrix* H20) const {
Vector error(6);
std::function<Vector6(SF, SF, SF)> fn = [&](const SF& F01, const SF& F12,
const SF& F20) {
Vector6 error;
error << F::transfer(F01.matrix(), p1, F20.matrix().transpose(), p2) - p0,
F::transfer(F01.matrix().transpose(), p0, F12.matrix(), p2) - p1,
F::transfer(F20.matrix(), p0, F12.matrix().transpose(), p1) - p2;
return error;
};
if (H01)
*H01 = numericalDerivative31<Vector6, SF, SF, SF>(fn, F01, F12, F20);
if (H12)
*H12 = numericalDerivative32<Vector6, SF, SF, SF>(fn, F01, F12, F20);
if (H20)
*H20 = numericalDerivative33<Vector6, SF, SF, SF>(fn, F01, F12, F20);
return fn(F01, F12, F20);
}
};
//*************************************************************************
TEST(TripleF, Transfer) {
// Generate cameras on a circle, as well as fundamental matrices