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refactor(autoware_pointcloud_preprocessor): rework voxel grid outlier…
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… filter parameters (autowarefoundation#8476)

* feat: rework voxel grid outlier filter parameters

Signed-off-by: vividf <[email protected]>

* chore: add boundary

Signed-off-by: vividf <[email protected]>

---------

Signed-off-by: vividf <[email protected]>
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vividf authored and ktro2828 committed Sep 18, 2024
1 parent 987225b commit d602702
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Showing 7 changed files with 86 additions and 17 deletions.
2 changes: 1 addition & 1 deletion sensing/autoware_pointcloud_preprocessor/CMakeLists.txt
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Expand Up @@ -71,7 +71,7 @@ ament_auto_add_library(pointcloud_preprocessor_filter SHARED
src/downsample_filter/approximate_downsample_filter_nodelet.cpp
src/downsample_filter/pickup_based_voxel_grid_downsample_filter.cpp
src/outlier_filter/ring_outlier_filter_nodelet.cpp
src/outlier_filter/voxel_grid_outlier_filter_nodelet.cpp
src/outlier_filter/voxel_grid_outlier_filter_node.cpp
src/outlier_filter/radius_search_2d_outlier_filter_nodelet.cpp
src/outlier_filter/dual_return_outlier_filter_nodelet.cpp
src/passthrough_filter/passthrough_filter_nodelet.cpp
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/**:
ros__parameters:
voxel_size_x: 0.3
voxel_size_y: 0.3
voxel_size_z: 0.1
voxel_points_threshold: 2
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Expand Up @@ -23,12 +23,7 @@ This implementation inherits `autoware::pointcloud_preprocessor::Filter` class,

### Core Parameters

| Name | Type | Default Value | Description |
| ------------------------ | ------ | ------------- | ------------------------------------------ |
| `voxel_size_x` | double | 0.3 | the voxel size along x-axis [m] |
| `voxel_size_y` | double | 0.3 | the voxel size along y-axis [m] |
| `voxel_size_z` | double | 0.1 | the voxel size along z-axis [m] |
| `voxel_points_threshold` | int | 2 | the minimum number of points in each voxel |
{{ json_to_markdown("sensing/autoware_pointcloud_preprocessor/schema/voxel_grid_outlier_filter_node.schema.json") }}

## Assumptions / Known limits

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@@ -1,4 +1,4 @@
// Copyright 2020 Tier IV, Inc.
// Copyright 2024 TIER IV, Inc.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
Expand All @@ -12,8 +12,8 @@
// See the License for the specific language governing permissions and
// limitations under the License.

#ifndef AUTOWARE__POINTCLOUD_PREPROCESSOR__OUTLIER_FILTER__VOXEL_GRID_OUTLIER_FILTER_NODELET_HPP_
#define AUTOWARE__POINTCLOUD_PREPROCESSOR__OUTLIER_FILTER__VOXEL_GRID_OUTLIER_FILTER_NODELET_HPP_
#ifndef AUTOWARE__POINTCLOUD_PREPROCESSOR__OUTLIER_FILTER__VOXEL_GRID_OUTLIER_FILTER_NODE_HPP_
#define AUTOWARE__POINTCLOUD_PREPROCESSOR__OUTLIER_FILTER__VOXEL_GRID_OUTLIER_FILTER_NODE_HPP_

#include "autoware/pointcloud_preprocessor/filter.hpp"

Expand Down Expand Up @@ -50,4 +50,4 @@ class VoxelGridOutlierFilterComponent : public autoware::pointcloud_preprocessor
};
} // namespace autoware::pointcloud_preprocessor

#endif // AUTOWARE__POINTCLOUD_PREPROCESSOR__OUTLIER_FILTER__VOXEL_GRID_OUTLIER_FILTER_NODELET_HPP_
#endif // AUTOWARE__POINTCLOUD_PREPROCESSOR__OUTLIER_FILTER__VOXEL_GRID_OUTLIER_FILTER_NODE_HPP_
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<launch>
<arg name="input_topic_name" default="/pointcloud_raw"/>
<arg name="output_topic_name" default="/pointcloud_filtered"/>
<arg name="input_frame" default=""/>
<arg name="output_frame" default=""/>
<arg name="voxel_grid_outlier_filter_param_file" default="$(find-pkg-share autoware_pointcloud_preprocessor)/config/voxel_grid_outlier_filter_node.param.yaml"/>
<arg name="filter_param_file" default="$(find-pkg-share autoware_pointcloud_preprocessor)/config/filter.param.yaml"/>
<node pkg="autoware_pointcloud_preprocessor" exec="voxel_grid_outlier_filter_node" name="voxel_grid_outlier_filter_node">
<param from="$(var voxel_grid_outlier_filter_param_file)"/>
<param from="$(var filter_param_file)"/>
<remap from="input" to="$(var input_topic_name)"/>
<remap from="output" to="$(var output_topic_name)"/>
<param name="input_frame" value="$(var input_frame)"/>
<param name="output_frame" value="$(var output_frame)"/>
</node>
</launch>
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{
"$schema": "http://json-schema.org/draft-07/schema#",
"title": "Parameters for Voxel Grid Outlier Filter Node",
"type": "object",
"definitions": {
"voxel_grid_outlier_filter": {
"type": "object",
"properties": {
"voxel_size_x": {
"type": "number",
"description": "the voxel size along x-axis [m]",
"default": "0.3",
"minimum": 0
},
"voxel_size_y": {
"type": "number",
"description": "the voxel size along y-axis [m]",
"default": "0.3",
"minimum": 0
},
"voxel_size_z": {
"type": "number",
"description": "the voxel size along z-axis [m]",
"default": "0.1",
"minimum": 0
},
"voxel_points_threshold": {
"type": "integer",
"description": "the minimum number of points in each voxel",
"default": "2",
"minimum": 1
}
},
"required": ["voxel_size_x", "voxel_size_y", "voxel_size_z", "voxel_points_threshold"],
"additionalProperties": false
}
},
"properties": {
"/**": {
"type": "object",
"properties": {
"ros__parameters": {
"$ref": "#/definitions/voxel_grid_outlier_filter"
}
},
"required": ["ros__parameters"],
"additionalProperties": false
}
},
"required": ["/**"],
"additionalProperties": false
}
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@@ -1,4 +1,4 @@
// Copyright 2020 Tier IV, Inc.
// Copyright 2024 TIER IV, Inc.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
Expand All @@ -12,7 +12,7 @@
// See the License for the specific language governing permissions and
// limitations under the License.

#include "autoware/pointcloud_preprocessor/outlier_filter/voxel_grid_outlier_filter_nodelet.hpp"
#include "autoware/pointcloud_preprocessor/outlier_filter/voxel_grid_outlier_filter_node.hpp"

#include <pcl/kdtree/kdtree_flann.h>
#include <pcl/search/kdtree.h>
Expand All @@ -28,10 +28,10 @@ VoxelGridOutlierFilterComponent::VoxelGridOutlierFilterComponent(
{
// set initial parameters
{
voxel_size_x_ = static_cast<double>(declare_parameter("voxel_size_x", 0.3));
voxel_size_y_ = static_cast<double>(declare_parameter("voxel_size_y", 0.3));
voxel_size_z_ = static_cast<double>(declare_parameter("voxel_size_z", 0.1));
voxel_points_threshold_ = static_cast<int>(declare_parameter("voxel_points_threshold", 2));
voxel_size_x_ = declare_parameter<double>("voxel_size_x");
voxel_size_y_ = declare_parameter<double>("voxel_size_y");
voxel_size_z_ = declare_parameter<double>("voxel_size_z");
voxel_points_threshold_ = declare_parameter<int>("voxel_points_threshold");
}

using std::placeholders::_1;
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