Removed a lot of obsolete code
parent
0a75da9858
commit
3b808e644b
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@ -38,22 +38,19 @@ private:
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protected:
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// Some triangulation parameters
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const double rankTolerance_; ///< threshold to decide whether triangulation is degenerate_
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const double retriangulationThreshold_; ///< threshold to decide whether to re-triangulate
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mutable std::vector<Pose3> cameraPosesTriangulation_; ///< current triangulation poses
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/// @name Triangulation parameters
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/// @{
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const double rankTolerance_; ///< threshold to decide whether triangulation is degenerate_
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const bool enableEPI_; ///< if set to true, will refine triangulation using LM
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/// @}
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mutable Point3 point_; ///< Current estimate of the 3D point
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mutable bool degenerate_;
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mutable bool cheiralityException_;
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// verbosity handling for Cheirality Exceptions
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const bool throwCheirality_; ///< If true, rethrows Cheirality exceptions (default: false)
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const bool verboseCheirality_; ///< If true, prints text for Cheirality exceptions (default: false)
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double landmarkDistanceThreshold_; // if the landmark is triangulated at a
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// distance larger than that the factor is considered degenerate
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@ -66,9 +63,6 @@ public:
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/// shorthand for a smart pointer to a factor
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typedef boost::shared_ptr<This> shared_ptr;
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/// shorthand for a set of cameras
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typedef CameraSet<CAMERA> Cameras;
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/**
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* Constructor
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* @param rankTol tolerance used to check if point triangulation is degenerate
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@ -78,10 +72,8 @@ public:
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PinholeSet(const double rankTol = 1.0, const bool enableEPI = false,
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double landmarkDistanceThreshold = 1e10,
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double dynamicOutlierRejectionThreshold = -1) :
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rankTolerance_(rankTol), retriangulationThreshold_(1e-5), enableEPI_(
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enableEPI), degenerate_(false), cheiralityException_(false), throwCheirality_(
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false), verboseCheirality_(false), landmarkDistanceThreshold_(
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landmarkDistanceThreshold), dynamicOutlierRejectionThreshold_(
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rankTolerance_(rankTol), enableEPI_(enableEPI), degenerate_(false), cheiralityException_(
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false), landmarkDistanceThreshold_(landmarkDistanceThreshold), dynamicOutlierRejectionThreshold_(
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dynamicOutlierRejectionThreshold) {
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}
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@ -107,111 +99,67 @@ public:
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return Base::equals(p, tol); // TODO all flags
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}
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/// Check if the new linearization point_ is the same as the one used for previous triangulation
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bool decideIfTriangulate(const Cameras& cameras) const {
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// several calls to linearize will be done from the same linearization point_, hence it is not needed to re-triangulate
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// Note that this is not yet "selecting linearization", that will come later, and we only check if the
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// current linearization is the "same" (up to tolerance) w.r.t. the last time we triangulated the point_
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size_t m = cameras.size();
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bool retriangulate = false;
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// if we do not have a previous linearization point_ or the new linearization point_ includes more poses
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if (cameraPosesTriangulation_.empty()
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|| cameras.size() != cameraPosesTriangulation_.size())
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retriangulate = true;
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if (!retriangulate) {
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for (size_t i = 0; i < cameras.size(); i++) {
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if (!cameras[i].pose().equals(cameraPosesTriangulation_[i],
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retriangulationThreshold_)) {
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retriangulate = true; // at least two poses are different, hence we retriangulate
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break;
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}
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}
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}
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if (retriangulate) { // we store the current poses used for triangulation
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cameraPosesTriangulation_.clear();
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cameraPosesTriangulation_.reserve(m);
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for (size_t i = 0; i < m; i++)
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// cameraPosesTriangulation_[i] = cameras[i].pose();
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cameraPosesTriangulation_.push_back(cameras[i].pose());
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}
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return retriangulate; // if we arrive to this point_ all poses are the same and we don't need re-triangulation
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}
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/// triangulateSafe
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size_t triangulateSafe(const Values& values) const {
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return triangulateSafe(this->cameras(values));
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}
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size_t triangulateSafe() const {
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/// triangulateSafe
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size_t triangulateSafe(const Cameras& cameras) const {
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size_t m = cameras.size();
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size_t m = this->size();
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if (m < 2) { // if we have a single pose the corresponding factor is uninformative
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degenerate_ = true;
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return m;
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}
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bool retriangulate = decideIfTriangulate(cameras);
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if (retriangulate) {
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// We triangulate the 3D position of the landmark
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try {
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// std::cout << "triangulatePoint3 i \n" << rankTolerance << std::endl;
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point_ = triangulatePoint3<CAMERA>(cameras, this->measured_,
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rankTolerance_, enableEPI_);
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degenerate_ = false;
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cheiralityException_ = false;
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// We triangulate the 3D position of the landmark
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try {
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// std::cout << "triangulatePoint3 i \n" << rankTolerance << std::endl;
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point_ = triangulatePoint3<CAMERA>(*this, this->measured_, rankTolerance_,
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enableEPI_);
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degenerate_ = false;
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cheiralityException_ = false;
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// Check landmark distance and reprojection errors to avoid outliers
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double totalReprojError = 0.0;
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size_t i = 0;
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BOOST_FOREACH(const CAMERA& camera, cameras) {
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Point3 cameraTranslation = camera.pose().translation();
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// we discard smart factors corresponding to points that are far away
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if (cameraTranslation.distance(point_) > landmarkDistanceThreshold_) {
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degenerate_ = true;
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break;
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}
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const Point2& zi = this->measured_.at(i);
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try {
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Point2 reprojectionError(camera.project(point_) - zi);
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totalReprojError += reprojectionError.vector().norm();
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} catch (CheiralityException) {
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cheiralityException_ = true;
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}
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i += 1;
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}
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// we discard smart factors that have large reprojection error
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if (dynamicOutlierRejectionThreshold_ > 0
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&& totalReprojError / m > dynamicOutlierRejectionThreshold_)
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// Check landmark distance and reprojection errors to avoid outliers
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double totalReprojError = 0.0;
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size_t i = 0;
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BOOST_FOREACH(const CAMERA& camera, *this) {
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Point3 cameraTranslation = camera.pose().translation();
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// we discard smart factors corresponding to points that are far away
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if (cameraTranslation.distance(point_) > landmarkDistanceThreshold_) {
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degenerate_ = true;
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} catch (TriangulationUnderconstrainedException&) {
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// if TriangulationUnderconstrainedException can be
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// 1) There is a single pose for triangulation - this should not happen because we checked the number of poses before
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// 2) The rank of the matrix used for triangulation is < 3: rotation-only, parallel cameras (or motion towards the landmark)
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// in the second case we want to use a rotation-only smart factor
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degenerate_ = true;
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cheiralityException_ = false;
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} catch (TriangulationCheiralityException&) {
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// point is behind one of the cameras: can be the case of close-to-parallel cameras or may depend on outliers
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// we manage this case by either discarding the smart factor, or imposing a rotation-only constraint
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cheiralityException_ = true;
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break;
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}
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const Point2& zi = this->measured_.at(i);
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try {
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Point2 reprojectionError(camera.project(point_) - zi);
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totalReprojError += reprojectionError.vector().norm();
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} catch (CheiralityException) {
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cheiralityException_ = true;
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}
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i += 1;
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}
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// we discard smart factors that have large reprojection error
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if (dynamicOutlierRejectionThreshold_ > 0
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&& totalReprojError / m > dynamicOutlierRejectionThreshold_)
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degenerate_ = true;
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} catch (TriangulationUnderconstrainedException&) {
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// if TriangulationUnderconstrainedException can be
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// 1) There is a single pose for triangulation - this should not happen because we checked the number of poses before
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// 2) The rank of the matrix used for triangulation is < 3: rotation-only, parallel *this (or motion towards the landmark)
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// in the second case we want to use a rotation-only smart factor
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degenerate_ = true;
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cheiralityException_ = false;
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} catch (TriangulationCheiralityException&) {
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// point is behind one of the *this: can be the case of close-to-parallel *this or may depend on outliers
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// we manage this case by either discarding the smart factor, or imposing a rotation-only constraint
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cheiralityException_ = true;
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}
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return m;
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}
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/// triangulate
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bool triangulateForLinearize(const Cameras& cameras) const {
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bool triangulateForLinearize() const {
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bool isDebug = false;
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size_t nrCameras = this->triangulateSafe(cameras);
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size_t nrCameras = this->triangulateSafe(*this);
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if (nrCameras < 2 || (this->cheiralityException_ || this->degenerate_)) {
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if (isDebug) {
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@ -230,103 +178,6 @@ public:
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}
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}
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/// Returns true if nonDegenerate
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bool computeCamerasAndTriangulate(const Values& values,
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Cameras& cameras) const {
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Values valuesFactor;
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// Select only the cameras
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BOOST_FOREACH(const Key key, this->keys_)
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valuesFactor.insert(key, values.at(key));
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cameras = this->cameras(valuesFactor);
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size_t nrCameras = this->triangulateSafe(cameras);
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if (nrCameras < 2 || (this->cheiralityException_ || this->degenerate_))
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return false;
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// instead, if we want to manage the exception..
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if (this->cheiralityException_ || this->degenerate_) // if we want to manage the exceptions with rotation-only factors
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this->degenerate_ = true;
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if (this->degenerate_) {
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std::cout << "PinholeSet: this is not ready" << std::endl;
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std::cout << "this->cheiralityException_ " << this->cheiralityException_
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<< std::endl;
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std::cout << "this->degenerate_ " << this->degenerate_ << std::endl;
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}
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return true;
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}
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/**
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* Triangulate and compute derivative of error with respect to point
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* @return whether triangulation worked
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*/
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bool triangulateAndComputeE(Matrix& E, const Values& values) const {
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Cameras cameras;
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bool nonDegenerate = computeCamerasAndTriangulate(values, cameras);
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if (nonDegenerate)
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cameras.project2(point_, boost::none, E);
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return nonDegenerate;
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}
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/// Calculate vector of re-projection errors, before applying noise model
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Vector reprojectionErrorAfterTriangulation(const Values& values) const {
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Cameras cameras;
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bool nonDegenerate = computeCamerasAndTriangulate(values, cameras);
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if (nonDegenerate)
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return Base::reprojectionError(cameras, point_);
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else
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return zero(cameras.size() * 2);
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}
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/**
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* Calculate the error of the factor.
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* This is the log-likelihood, e.g. \f$ 0.5(h(x)-z)^2/\sigma^2 \f$ in case of Gaussian.
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* In this class, we take the raw prediction error \f$ h(x)-z \f$, ask the noise model
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* to transform it to \f$ (h(x)-z)^2/\sigma^2 \f$, and then multiply by 0.5.
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*/
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double totalReprojectionError(const Cameras& cameras,
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boost::optional<Point3> externalPoint = boost::none) const {
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size_t nrCameras;
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if (externalPoint) {
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nrCameras = this->keys_.size();
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point_ = *externalPoint;
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degenerate_ = false;
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cheiralityException_ = false;
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} else {
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nrCameras = this->triangulateSafe(cameras);
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}
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if (nrCameras < 2 || (this->cheiralityException_ || this->degenerate_)) {
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// if we don't want to manage the exceptions we discard the factor
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// std::cout << "In error evaluation: exception" << std::endl;
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return 0.0;
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}
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if (this->cheiralityException_) { // if we want to manage the exceptions with rotation-only factors
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std::cout
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<< "SmartProjectionHessianFactor: cheirality exception (this should not happen if CheiralityException is disabled)!"
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<< std::endl;
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this->degenerate_ = true;
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}
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if (this->degenerate_) {
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// return 0.0; // TODO: this maybe should be zero?
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std::cout
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<< "SmartProjectionHessianFactor: trying to manage degeneracy (this should not happen is manageDegeneracy is disabled)!"
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<< std::endl;
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// 3D parameterization of point at infinity
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const Point2& zi = this->measured_.at(0);
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this->point_ = cameras.front().backprojectPointAtInfinity(zi);
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return Base::totalReprojectionErrorAtInfinity(cameras, this->point_);
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} else {
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// Just use version in base class
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return Base::totalReprojectionError(cameras, point_);
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}
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}
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/** return the landmark */
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boost::optional<Point3> point() const {
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return point_;
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@ -348,16 +199,6 @@ public:
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return cheiralityException_;
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}
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/** return cheirality verbosity */
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inline bool verboseCheirality() const {
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return verboseCheirality_;
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}
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/** return flag for throwing cheirality exceptions */
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inline bool throwCheirality() const {
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return throwCheirality_;
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}
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private:
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/// Serialization function
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template<class ARCHIVE>
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void serialize(ARCHIVE & ar, const unsigned int version) {
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ar & BOOST_SERIALIZATION_BASE_OBJECT_NVP(Base);
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ar & BOOST_SERIALIZATION_NVP(throwCheirality_);
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ar & BOOST_SERIALIZATION_NVP(verboseCheirality_);
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}
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};
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