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Cal3_S2Stereo Calibrate and Uncalibrate #630

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Dec 5, 2020
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3 changes: 2 additions & 1 deletion gtsam/geometry/Cal3_S2.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -59,10 +59,11 @@ Point2 Cal3_S2::calibrate(const Point2& p, OptionalJacobian<2, 5> Dcal,
double inv_fx_s_inv_fy = inv_fx * s_ * inv_fy;

Point2 point(inv_fx * (delta_u - s_ * inv_fy_delta_v), inv_fy_delta_v);
if (Dcal)
if (Dcal) {
*Dcal << -inv_fx * point.x(), inv_fx * s_ * inv_fy * inv_fy_delta_v,
-inv_fx * point.y(), -inv_fx, inv_fx_s_inv_fy, 0, -inv_fy * point.y(),
0, 0, -inv_fy;
}
if (Dp) *Dp << inv_fx, -inv_fx_s_inv_fy, 0, inv_fy;
return point;
}
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28 changes: 28 additions & 0 deletions gtsam/geometry/Cal3_S2Stereo.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -42,6 +42,34 @@ bool Cal3_S2Stereo::equals(const Cal3_S2Stereo& other, double tol) const {
std::fabs(b_ - other.baseline()) < tol);
}

/* ************************************************************************* */
Point2 Cal3_S2Stereo::uncalibrate(const Point2& p, OptionalJacobian<2, 6> Dcal,
OptionalJacobian<2, 2> Dp) const {
const double x = p.x(), y = p.y();
if (Dcal) *Dcal << x, 0.0, y, 1.0, 0.0, 0.0, 0.0, y, 0.0, 0.0, 1.0, 0.0;
if (Dp) *Dp << fx_, s_, 0.0, fy_;
return Point2(fx_ * x + s_ * y + u0_, fy_ * y + v0_);
}

/* ************************************************************************* */
Point2 Cal3_S2Stereo::calibrate(const Point2& p, OptionalJacobian<2, 6> Dcal,
OptionalJacobian<2, 2> Dp) const {
const double u = p.x(), v = p.y();
double delta_u = u - u0_, delta_v = v - v0_;
double inv_fx = 1 / fx_, inv_fy = 1 / fy_;
double inv_fy_delta_v = inv_fy * delta_v;
double inv_fx_s_inv_fy = inv_fx * s_ * inv_fy;

Point2 point(inv_fx * (delta_u - s_ * inv_fy_delta_v), inv_fy_delta_v);
if (Dcal) {
*Dcal << -inv_fx * point.x(), inv_fx * s_ * inv_fy * inv_fy_delta_v,
-inv_fx * point.y(), -inv_fx, inv_fx_s_inv_fy, 0, 0,
-inv_fy * point.y(), 0, 0, -inv_fy, 0;
}
if (Dp) *Dp << inv_fx, -inv_fx_s_inv_fy, 0, inv_fy;
return point;
}

/* ************************************************************************* */

} // namespace gtsam
27 changes: 27 additions & 0 deletions gtsam/geometry/Cal3_S2Stereo.h
Original file line number Diff line number Diff line change
Expand Up @@ -55,6 +55,33 @@ class GTSAM_EXPORT Cal3_S2Stereo : public Cal3_S2 {
Cal3_S2Stereo(double fov, int w, int h, double b)
: Cal3_S2(fov, w, h), b_(b) {}

/**
* Convert intrinsic coordinates xy to image coordinates uv, fixed derivaitves
* @param p point in intrinsic coordinates
* @param Dcal optional 2*6 Jacobian wrpt Cal3_S2Stereo parameters
* @param Dp optional 2*2 Jacobian wrpt intrinsic coordinates
* @return point in image coordinates
*/
Point2 uncalibrate(const Point2& p, OptionalJacobian<2, 6> Dcal = boost::none,
OptionalJacobian<2, 2> Dp = boost::none) const;

/**
* Convert image coordinates uv to intrinsic coordinates xy
* @param p point in image coordinates
* @param Dcal optional 2*6 Jacobian wrpt Cal3_S2Stereo parameters
* @param Dp optional 2*2 Jacobian wrpt intrinsic coordinates
* @return point in intrinsic coordinates
*/
Point2 calibrate(const Point2& p, OptionalJacobian<2, 6> Dcal = boost::none,
OptionalJacobian<2, 2> Dp = boost::none) const;

/**
* Convert homogeneous image coordinates to intrinsic coordinates
* @param p point in image coordinates
* @return point in intrinsic coordinates
*/
using Cal3_S2::calibrate;

/// @}
/// @name Testable
/// @{
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34 changes: 33 additions & 1 deletion gtsam/geometry/tests/testCal3_S2Stereo.cpp
Original file line number Diff line number Diff line change
Expand Up @@ -54,7 +54,39 @@ TEST(Cal3_S2Stereo, Calibrate) {
TEST(Cal3_S2Stereo, CalibrateHomogeneous) {
Vector3 intrinsic(2, 3, 1);
Vector3 image(1320.3, 1740, 1);
CHECK(assert_equal((Vector)intrinsic, (Vector)K.calibrate(image)));
CHECK(assert_equal(intrinsic, K.calibrate(image)));
}

/* ************************************************************************* */
Point2 uncalibrate_(const Cal3_S2Stereo& k, const Point2& pt) {
return k.uncalibrate(pt);
}

TEST(Cal3_S2Stereo, Duncalibrate) {
Matrix26 Dcal;
Matrix22 Dp;
K.uncalibrate(p, Dcal, Dp);

Matrix numerical1 = numericalDerivative21(uncalibrate_, K, p);
CHECK(assert_equal(numerical1, Dcal, 1e-8));
Matrix numerical2 = numericalDerivative22(uncalibrate_, K, p);
CHECK(assert_equal(numerical2, Dp, 1e-9));
}

Point2 calibrate_(const Cal3_S2Stereo& K, const Point2& pt) {
return K.calibrate(pt);
}
/* ************************************************************************* */
TEST(Cal3_S2Stereo, Dcalibrate) {
Matrix26 Dcal;
Matrix22 Dp;
Point2 expected = K.calibrate(p_uv, Dcal, Dp);
CHECK(assert_equal(expected, p_xy, 1e-8));

Matrix numerical1 = numericalDerivative21(calibrate_, K, p_uv);
CHECK(assert_equal(numerical1, Dcal, 1e-8));
Matrix numerical2 = numericalDerivative22(calibrate_, K, p_uv);
CHECK(assert_equal(numerical2, Dp, 1e-8));
}

/* ************************************************************************* */
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