error while using pcl to find planes inside point cloud
hi all. im using ros foxy and Ubuntu 20.04.
i trying to find planes inside point cloud and get the following error.
[pcl::RandomSampleConsensus::computeModel] RANSAC found no model.
[pcl::SACSegmentation::segment] Error segmenting the model! No solution found.
my code:
void get_plane_from_pc(pcl::PointCloud<pcl::PointXYZ>::Ptr cloud, double distance_threshold=0.005)
{
pcl::ModelCoefficients::Ptr coefficients(new pcl::ModelCoefficients);
pcl::PointIndices::Ptr inliers(new pcl::PointIndices);
pcl::SACSegmentation<pcl::PointXYZ> seg;
seg.setOptimizeCoefficients(true);
seg.setModelType(pcl::SACMODEL_PLANE);
seg.setMethodType(pcl::SAC_RANSAC);
seg.setDistanceThreshold(distance_threshold);
seg.setInputCloud(cloud);
seg.segment(*inliers, *coefficients);
}
The error occurs in the line: seg.segment(*inliers, *coefficients);
i install the pcl pkg by sudo apt install ros-foxy-pcl-ros
my cmakeList:
cmake_minimum_required(VERSION 3.5)
project(picko_core)
# Default to C99
if(NOT CMAKE_C_STANDARD)
set(CMAKE_C_STANDARD 99)
endif()
# Default to C++14
if(NOT CMAKE_CXX_STANDARD)
set(CMAKE_CXX_STANDARD 14)
endif()
if(CMAKE_COMPILER_IS_GNUCXX OR CMAKE_CXX_COMPILER_ID MATCHES "Clang")
add_compile_options(-Wall -Wextra -Wpedantic)
endif()
# find dependencies
find_package(ament_cmake REQUIRED)
find_package(rclcpp REQUIRED)
find_package(PCL REQUIRED)
find_package(pcl_conversions REQUIRED)
find_package(pcl_ros REQUIRED)
set(dependencies
rclcpp
pcl_conversions
pcl_ros
)
add_library(picko_core
src/pcl_utilities/PclUtilitis.cpp
)
target_include_directories(picko_core PUBLIC
$<BUILD_INTERFACE:${CMAKE_CURRENT_SOURCE_DIR}/include>
$<INSTALL_INTERFACE:include>)
ament_target_dependencies(picko_core ${dependencies})
target_link_libraries(picko_core ${PCL_LIBRARIES} )
ament_export_targets(picko_core HAS_LIBRARY_TARGET)
ament_export_dependencies(${dependencies})
ament_export_include_directories(include)
install(
DIRECTORY include/picko_core
DESTINATION include
)
install(
TARGETS picko_core
EXPORT picko_core
LIBRARY DESTINATION lib/${PROJECT_NAME}
ARCHIVE DESTINATION lib/${PROJECT_NAME}
RUNTIME DESTINATION lib/${PROJECT_NAME}
INCLUDES DESTINATION include
)
if(BUILD_TESTING)
find_package(ament_lint_auto REQUIRED)
ament_lint_auto_find_test_dependencies()
endif()
ament_package()
any idea? Thanks