gtsam/cpp/testVSLAMGraph.cpp

/**
 * @file    testGraph.cpp
 * @brief   Unit test for two cameras and four landmarks
 * single camera
 * @author  Chris Beall
 * @author  Frank Dellaert
 * @author  Viorela Ila
 */

#include <CppUnitLite/TestHarness.h>
#include <boost/shared_ptr.hpp>
using namespace boost;

#define GTSAM_MAGIC_KEY

#include "NonlinearFactorGraph-inl.h"
#include "NonlinearOptimizer-inl.h"
#include "Ordering-inl.h"
#include "visualSLAM.h"

using namespace std;
using namespace gtsam;
using namespace gtsam::visualSLAM;
using namespace boost;
typedef NonlinearOptimizer<Graph,Config> Optimizer;
static sharedGaussian sigma(noiseModel::Unit::Create(1));

/* ************************************************************************* */
Point3 landmark1(-1.0,-1.0, 0.0);
Point3 landmark2(-1.0, 1.0, 0.0);
Point3 landmark3( 1.0, 1.0, 0.0);
Point3 landmark4( 1.0,-1.0, 0.0);

Pose3 camera1(Matrix_(3,3,
		       1., 0., 0.,
		       0.,-1., 0.,
		       0., 0.,-1.
		       ),
	      Point3(0,0,6.25));

Pose3 camera2(Matrix_(3,3,
		       1., 0., 0.,
		       0.,-1., 0.,
		       0., 0.,-1.
		       ),
	      Point3(0,0,5.00));

/* ************************************************************************* */
Graph testGraph() {
  Point2 z11(-100, 100);
	Point2 z12(-100,-100);
	Point2 z13( 100,-100);
	Point2 z14( 100, 100);
	Point2 z21(-125, 125);
	Point2 z22(-125,-125);
	Point2 z23( 125,-125);
	Point2 z24( 125, 125);

  shared_ptrK sK(new Cal3_S2(625, 625, 0, 0, 0));
  Graph g;
  g.add(ProjectionFactor(z11, sigma, 1, 1, sK));
  g.add(ProjectionFactor(z12, sigma, 1, 2, sK));
  g.add(ProjectionFactor(z13, sigma, 1, 3, sK));
  g.add(ProjectionFactor(z14, sigma, 1, 4, sK));
  g.add(ProjectionFactor(z21, sigma, 2, 1, sK));
  g.add(ProjectionFactor(z22, sigma, 2, 2, sK));
  g.add(ProjectionFactor(z23, sigma, 2, 3, sK));
  g.add(ProjectionFactor(z24, sigma, 2, 4, sK));
  return g;
}

/* ************************************************************************* */
TEST( Graph, optimizeLM)
{
  // build a graph
  shared_ptr<Graph> graph(new Graph(testGraph()));
	// add 3 landmark constraints
  graph->add(PointConstraint(1, landmark1));
  graph->add(PointConstraint(2, landmark2));
  graph->add(PointConstraint(3, landmark3));

  // Create an initial configuration corresponding to the ground truth
  boost::shared_ptr<Config> initialEstimate(new Config);
  initialEstimate->insert(1, camera1);
  initialEstimate->insert(2, camera2);
  initialEstimate->insert(1, landmark1);
  initialEstimate->insert(2, landmark2);
  initialEstimate->insert(3, landmark3);
  initialEstimate->insert(4, landmark4);

  // Create an ordering of the variables
  list<Symbol> keys;
  keys.push_back("l1");
  keys.push_back("l2");
  keys.push_back("l3");
  keys.push_back("l4");
  keys.push_back("x1");
  keys.push_back("x2");
  shared_ptr<Ordering> ordering(new Ordering(keys));

  // Create an optimizer and check its error
  // We expect the initial to be zero because config is the ground truth
  Optimizer optimizer(graph, ordering, initialEstimate);
  DOUBLES_EQUAL(0.0, optimizer.error(), 1e-9);

  // Iterate once, and the config should not have changed because we started
  // with the ground truth
  Optimizer afterOneIteration = optimizer.iterate();
  DOUBLES_EQUAL(0.0, optimizer.error(), 1e-9);

  // check if correct
  CHECK(assert_equal(*initialEstimate,*(afterOneIteration.config())));
}


/* ************************************************************************* */
TEST( Graph, optimizeLM2)
{
  // build a graph
  shared_ptr<Graph> graph(new Graph(testGraph()));
	// add 2 camera constraints
  graph->add(PoseConstraint(1, camera1));
  graph->add(PoseConstraint(2, camera2));

  // Create an initial configuration corresponding to the ground truth
  boost::shared_ptr<Config> initialEstimate(new Config);
  initialEstimate->insert(1, camera1);
  initialEstimate->insert(2, camera2);
  initialEstimate->insert(1, landmark1);
  initialEstimate->insert(2, landmark2);
  initialEstimate->insert(3, landmark3);
  initialEstimate->insert(4, landmark4);

  // Create an ordering of the variables
  list<Symbol> keys;

  keys.push_back("l1");
  keys.push_back("l2");
  keys.push_back("l3");
  keys.push_back("l4");
  keys.push_back("x1");
  keys.push_back("x2");
  shared_ptr<Ordering> ordering(new Ordering(keys));

  // Create an optimizer and check its error
  // We expect the initial to be zero because config is the ground truth
  Optimizer optimizer(graph, ordering, initialEstimate);
  DOUBLES_EQUAL(0.0, optimizer.error(), 1e-9);

  // Iterate once, and the config should not have changed because we started
  // with the ground truth
  Optimizer afterOneIteration = optimizer.iterate();
  DOUBLES_EQUAL(0.0, optimizer.error(), 1e-9);

  // check if correct
  CHECK(assert_equal(*initialEstimate,*(afterOneIteration.config())));
}


/* ************************************************************************* */
TEST( Graph, CHECK_ORDERING)
{
  // build a graph
  shared_ptr<Graph> graph(new Graph(testGraph()));
  // add 2 camera constraints
  graph->add(PoseConstraint(1, camera1));
  graph->add(PoseConstraint(2, camera2));

  // Create an initial configuration corresponding to the ground truth
  boost::shared_ptr<Config> initialEstimate(new Config);
  initialEstimate->insert(1, camera1);
  initialEstimate->insert(2, camera2);
  initialEstimate->insert(1, landmark1);
  initialEstimate->insert(2, landmark2);
  initialEstimate->insert(3, landmark3);
  initialEstimate->insert(4, landmark4);

  shared_ptr<Ordering> ordering(new Ordering(graph->getOrdering()));

  // Create an optimizer and check its error
  // We expect the initial to be zero because config is the ground truth
  Optimizer optimizer(graph, ordering, initialEstimate);
  DOUBLES_EQUAL(0.0, optimizer.error(), 1e-9);

  // Iterate once, and the config should not have changed because we started
  // with the ground truth
  Optimizer afterOneIteration = optimizer.iterate();
  DOUBLES_EQUAL(0.0, optimizer.error(), 1e-9);

  // check if correct
  CHECK(assert_equal(*initialEstimate,*(afterOneIteration.config())));
}

/* ************************************************************************* */
int main() { TestResult tr; TestRegistry::runAllTests(tr); return 0;}
/* ************************************************************************* */