Move 3D landmark cost function to mapping_3d/. (#870)
[RFC=0011](https://github.com/googlecartographer/rfcs/blob/master/text/0011-landmarks.md)master
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@ -14,20 +14,21 @@
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* limitations under the License.
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*/
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#ifndef CARTOGRAPHER_MAPPING_POSE_GRAPH_LANDMARK_COST_FUNCTION_H_
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#define CARTOGRAPHER_MAPPING_POSE_GRAPH_LANDMARK_COST_FUNCTION_H_
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#ifndef CARTOGRAPHER_MAPPING_3D_POSE_GRAPH_LANDMARK_COST_FUNCTION_H_
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#define CARTOGRAPHER_MAPPING_3D_POSE_GRAPH_LANDMARK_COST_FUNCTION_H_
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#include "Eigen/Core"
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#include "Eigen/Geometry"
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#include "cartographer/mapping/pose_graph/cost_helpers.h"
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#include "cartographer/mapping/pose_graph_interface.h"
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#include "cartographer/mapping_3d/pose_graph/optimization_problem.h"
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#include "cartographer/transform/rigid_transform.h"
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#include "cartographer/transform/transform.h"
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#include "ceres/ceres.h"
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#include "ceres/jet.h"
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namespace cartographer {
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namespace mapping {
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namespace mapping_3d {
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namespace pose_graph {
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// Cost function measuring the weighted error between the observed pose given by
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@ -38,8 +39,8 @@ class LandmarkCostFunction {
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mapping::PoseGraphInterface::LandmarkNode::LandmarkObservation;
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static ceres::CostFunction* CreateAutoDiffCostFunction(
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const LandmarkObservation& observation, common::Time prev_node_time,
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common::Time next_node_time) {
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const LandmarkObservation& observation, const NodeData& prev_node,
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const NodeData& next_node) {
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return new ceres::AutoDiffCostFunction<
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LandmarkCostFunction, 6 /* residuals */,
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4 /* previous node rotation variables */,
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@ -48,7 +49,7 @@ class LandmarkCostFunction {
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3 /* next node translation variables */,
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4 /* landmark rotation variables */,
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3 /* landmark translation variables */>(
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new LandmarkCostFunction(observation, prev_node_time, next_node_time));
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new LandmarkCostFunction(observation, prev_node, next_node));
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}
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template <typename T>
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@ -58,6 +59,10 @@ class LandmarkCostFunction {
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const T* const next_node_translation,
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const T* const landmark_rotation,
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const T* const landmark_translation, T* const e) const {
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using mapping::pose_graph::ComputeUnscaledError;
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using mapping::pose_graph::ScaleError;
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using mapping::pose_graph::SlerpQuaternions;
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const std::array<T, 3> interpolated_pose_translation{
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{prev_node_translation[0] +
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interpolation_parameter_ *
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@ -83,14 +88,14 @@ class LandmarkCostFunction {
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private:
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LandmarkCostFunction(const LandmarkObservation& observation,
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common::Time prev_node_time, common::Time next_node_time)
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const NodeData& prev_node, const NodeData& next_node)
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: landmark_to_tracking_transform_(
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observation.landmark_to_tracking_transform),
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translation_weight_(observation.translation_weight),
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rotation_weight_(observation.rotation_weight),
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interpolation_parameter_(
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common::ToSeconds(observation.time - prev_node_time) /
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common::ToSeconds(next_node_time - prev_node_time)) {}
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common::ToSeconds(observation.time - prev_node.time) /
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common::ToSeconds(next_node.time - prev_node.time)) {}
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const transform::Rigid3d landmark_to_tracking_transform_;
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const double translation_weight_;
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@ -99,7 +104,7 @@ class LandmarkCostFunction {
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};
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} // namespace pose_graph
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} // namespace mapping
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} // namespace mapping_3d
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} // namespace cartographer
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#endif // CARTOGRAPHER_MAPPING_POSE_GRAPH_LANDMARK_COST_FUNCTION_H_
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#endif // CARTOGRAPHER_MAPPING_3D_POSE_GRAPH_LANDMARK_COST_FUNCTION_H_
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@ -14,14 +14,14 @@
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* limitations under the License.
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*/
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#include "cartographer/mapping/pose_graph/landmark_cost_function.h"
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#include "cartographer/mapping_3d/pose_graph/landmark_cost_function.h"
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#include "cartographer/transform/rigid_transform.h"
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#include "gmock/gmock.h"
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#include "gtest/gtest.h"
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namespace cartographer {
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namespace mapping {
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namespace mapping_3d {
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namespace pose_graph {
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namespace {
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@ -32,6 +32,11 @@ using LandmarkObservation =
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mapping::PoseGraphInterface::LandmarkNode::LandmarkObservation;
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TEST(LandmarkCostFunctionTest, SmokeTest) {
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NodeData prev_node;
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prev_node.time = common::FromUniversal(0);
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NodeData next_node;
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next_node.time = common::FromUniversal(10);
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auto* cost_function = LandmarkCostFunction::CreateAutoDiffCostFunction(
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LandmarkObservation{
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0 /* trajectory ID */,
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@ -40,7 +45,7 @@ TEST(LandmarkCostFunctionTest, SmokeTest) {
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1. /* translation_weight */,
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2. /* rotation_weight */,
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},
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common::FromUniversal(0), common::FromUniversal(10));
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prev_node, next_node);
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std::array<double, 4> prev_node_rotation{{1., 0., 0., 0.}};
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std::array<double, 3> prev_node_translation{{0., 0., 0.}};
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@ -62,5 +67,5 @@ TEST(LandmarkCostFunctionTest, SmokeTest) {
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} // namespace
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} // namespace pose_graph
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} // namespace mapping
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} // namespace mapping_3d
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} // namespace cartographer
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