edge_se3_pointxyz_depth.cpp

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// g2o - General Graph Optimization
// Copyright (C) 2011 R. Kuemmerle, G. Grisetti, W. Burgard
// All rights reserved.
//
// Redistribution and use in source and binary forms, with or without
// modification, are permitted provided that the following conditions are
// met:
//
// * Redistributions of source code must retain the above copyright notice,
//   this list of conditions and the following disclaimer.
// * Redistributions in binary form must reproduce the above copyright
//   notice, this list of conditions and the following disclaimer in the
//   documentation and/or other materials provided with the distribution.
//
// THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS
// IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED
// TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A
// PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
// HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
// SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED
// TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
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// SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
 
#include "edge_se3_pointxyz_depth.h"
 
#include <cassert>
 
namespace g2o {
 
// point to camera projection, monocular
EdgeSE3PointXYZDepth::EdgeSE3PointXYZDepth()
    : BaseBinaryEdge<3, Vector3, VertexSE3, VertexPointXYZ>(), cache(nullptr) {
  resizeParameters(1);
  installParameter(params, 0);
  information().setIdentity();
  information()(2, 2) = 100;
  J.fill(0);
  J.block<3, 3>(0, 0) = -Matrix3::Identity();
}
 
bool EdgeSE3PointXYZDepth::resolveCaches() {
  ParameterVector pv(1);
  pv[0] = params;
  resolveCache(cache, (OptimizableGraph::Vertex*)_vertices[0], "CACHE_CAMERA",
               pv);
  return cache != 0;
}
 
bool EdgeSE3PointXYZDepth::read(std::istream& is) {
  readParamIds(is);
  internal::readVector(is, _measurement);  // measured keypoint
  return readInformationMatrix(is);
}
 
bool EdgeSE3PointXYZDepth::write(std::ostream& os) const {
  writeParamIds(os);
  internal::writeVector(os, measurement());
  return writeInformationMatrix(os);
}
 
void EdgeSE3PointXYZDepth::computeError() {
  // from cam to point (track)
  // VertexSE3 *cam = static_cast<VertexSE3*>(_vertices[0]);
  VertexPointXYZ* point = static_cast<VertexPointXYZ*>(_vertices[1]);
 
  Vector3 p = cache->w2i() * point->estimate();
  Vector3 perr;
  perr.head<2>() = p.head<2>() / p(2);
  perr(2) = p(2);
 
  // error, which is backwards from the normal observed - calculated
  // _measurement is the measured projection
  _error = perr - _measurement;
}
 
void EdgeSE3PointXYZDepth::linearizeOplus() {
  // VertexSE3 *cam = static_cast<VertexSE3 *>(_vertices[0]);
  VertexPointXYZ* vp = static_cast<VertexPointXYZ*>(_vertices[1]);
 
  const Vector3& pt = vp->estimate();
 
  Vector3 Zcam = cache->w2l() * pt;
 
  //  J(0,3) = -0.0;
  J(0, 4) = -2 * Zcam(2);
  J(0, 5) = 2 * Zcam(1);
 
  J(1, 3) = 2 * Zcam(2);
  //  J(1,4) = -0.0;
  J(1, 5) = -2 * Zcam(0);
 
  J(2, 3) = -2 * Zcam(1);
  J(2, 4) = 2 * Zcam(0);
  //  J(2,5) = -0.0;
 
  J.block<3, 3>(0, 6) = cache->w2l().rotation();
 
  Eigen::Matrix<double, 3, 9, Eigen::ColMajor> Jprime =
      params->Kcam_inverseOffsetR() * J;
  Vector3 Zprime = cache->w2i() * pt;
 
  Eigen::Matrix<double, 3, 9, Eigen::ColMajor> Jhom;
  Jhom.block<2, 9>(0, 0) = 1 / (Zprime(2) * Zprime(2)) *
                           (Jprime.block<2, 9>(0, 0) * Zprime(2) -
                            Zprime.head<2>() * Jprime.block<1, 9>(2, 0));
  Jhom.block<1, 9>(2, 0) = Jprime.block<1, 9>(2, 0);
 
  _jacobianOplusXi = Jhom.block<3, 6>(0, 0);
  _jacobianOplusXj = Jhom.block<3, 3>(0, 6);
}
 
bool EdgeSE3PointXYZDepth::setMeasurementFromState() {
  // VertexSE3 *cam = static_cast<VertexSE3*>(_vertices[0]);
  VertexPointXYZ* point = static_cast<VertexPointXYZ*>(_vertices[1]);
 
  // calculate the projection
  const Vector3& pt = point->estimate();
 
  Vector3 p = cache->w2i() * pt;
  Vector3 perr;
  perr.head<2>() = p.head<2>() / p(2);
  perr(2) = p(2);
  _measurement = perr;
  return true;
}
 
void EdgeSE3PointXYZDepth::initialEstimate(
    const OptimizableGraph::VertexSet& from,
    OptimizableGraph::Vertex* /*to_*/) {
  (void)from;
  assert(from.size() == 1 && from.count(_vertices[0]) == 1 &&
         "Can not initialize VertexDepthCam position by VertexTrackXYZ");
 
  VertexSE3* cam = dynamic_cast<VertexSE3*>(_vertices[0]);
  VertexPointXYZ* point = dynamic_cast<VertexPointXYZ*>(_vertices[1]);
  const Eigen::Matrix<double, 3, 3, Eigen::ColMajor>& invKcam =
      params->invKcam();
  Vector3 p;
  p(2) = _measurement(2);
  p.head<2>() = _measurement.head<2>() * p(2);
  p = invKcam * p;
  point->setEstimate(cam->estimate() * (params->offset() * p));
}
 
}  // namespace g2o