gtsam/gtsam_unstable/timing/timeAdaptAutoDiff.cpp

73 lines
2.2 KiB
C++

/* ----------------------------------------------------------------------------
* GTSAM Copyright 2010, Georgia Tech Research Corporation,
* Atlanta, Georgia 30332-0415
* All Rights Reserved
* Authors: Frank Dellaert, et al. (see THANKS for the full author list)
* See LICENSE for the license information
* -------------------------------------------------------------------------- */
/**
* @file timeCameraExpression.cpp
* @brief time CalibratedCamera derivatives
* @author Frank Dellaert
* @date October 3, 2014
*/
#include "timeLinearize.h"
#include <gtsam_unstable/nonlinear/ceres_example.h>
#include <gtsam_unstable/nonlinear/AdaptAutoDiff.h>
#include <gtsam_unstable/nonlinear/ExpressionFactor.h>
#include <gtsam/slam/GeneralSFMFactor.h>
#include <gtsam/geometry/PinholeCamera.h>
#include <gtsam/geometry/Cal3Bundler.h>
#include <gtsam/geometry/Point3.h>
using namespace std;
using namespace gtsam;
#define time timeMultiThreaded
int main() {
// The DefaultChart of Camera below is laid out like Snavely's 9-dim vector
typedef PinholeCamera<Cal3Bundler> Camera;
typedef Expression<Point2> Point2_;
typedef Expression<Camera> Camera_;
typedef Expression<Point3> Point3_;
// Create leaves
Camera_ camera(1);
Point3_ point(2);
// Some parameters needed
Point2 z(-17, 30);
SharedNoiseModel model = noiseModel::Unit::Create(2);
// Create values
Values values;
values.insert(1, Camera());
values.insert(2, Point3(0, 0, 1));
NonlinearFactor::shared_ptr f1, f2, f3;
// Dedicated factor
f1 = boost::make_shared<GeneralSFMFactor<Camera, Point3> >(z, model, 1, 2);
time("GeneralSFMFactor<Camera> : ", f1, values);
// AdaptAutoDiff
typedef AdaptAutoDiff<SnavelyProjection, Point2, Camera, Point3> AdaptedSnavely;
Point2_ expression(AdaptedSnavely(), camera, point);
f2 = boost::make_shared<ExpressionFactor<Point2> >(model, z, expression);
time("Point2_(AdaptedSnavely(), camera, point): ", f2, values);
// ExpressionFactor
Point2_ expression2(camera, &Camera::project2, point);
f3 = boost::make_shared<ExpressionFactor<Point2> >(model, z, expression2);
time("Point2_(camera, &Camera::project, point): ", f3, values);
return 0;
}