今天在优酷看到关于rtabmap ros包跑起来的视频。里面有闭环检测,所以想跑跑,看看相应的代码。。
安装过程有一点问题:
1.打开wiki 看看:
2. 打开github.
3. 依据连接 https://github.com/introlab/rtabmap_ros 进行安装。。
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RTAB-Map (Real-Time Appearance-Based Mapping) is a RGB-D Graph SLAM approach based on a global Bayesian loop closure detector. The loop closure detector uses a bag-of-words approach to determinate how likely a new image comes from a previous location or
a new location. When a loop closure hypothesis is accepted, a new constraint is added to the map‘s graph, then a graph optimizer minimizes the errors in the map. A memory management approach is used to limit the number of locations used for loop closure detection
and graph optimization, so that real-time constraints on large-scale environnements are always respected. RTAB-Map can be used alone with a hand-held Kinect or stereo camera for 6DoF RGB-D mapping, or on a robot equipped with a laser rangefinder for 3DoF mapping.
RTAB-Map is released as binaries in the ROS distribution.
$ sudo apt-get install ros-indigo-rtabmap-ros
$ sudo apt-get install ros-hydro-rtabmap-ros
This section shows how to install RTAB-Map ros-pkg on ROS Hydro/Indigo (Catkin build). RTAB-Map works only with the PCL 1.7, which is the default version installed with ROS Hydro/Indigo (Fuerte and Groovy are not supported).
Note for ROS Indigo: If you want SURF/SIFT, you have to build OpenCV from source to have access to
nonfree module. Install it in /usr/local
(default) and the rtabmap library should link with it instead of the one installed in ROS.
find_package( OpenCV REQUIRED ) 在cmakelist.txt中
The next instructions assume that you have setup your ROS workspace using this
tutorial. The workspace path is ~/catkin_ws
and your ~/.bashrc
contains:
source /opt/ros/hydro/setup.bash
source ~/catkin_ws/devel/setup.bash
First, you need to install the RTAB-Map standalone libraries (don‘t checkout in the Catkin workspace but install in your Catkin‘s devel folder).
$ cd ~
$ git clone https://github.com/introlab/rtabmap.git rtabmap 【不要以catkin_make 的形式放到src下】
$ cd rtabmap/build
$ cmake -DCMAKE_INSTALL_PREFIX=~/catkin_ws/devel .. [<---double dots included 注意生成的位置]
$ make -j4
$ make install
Now install the RTAB-Map ros-pkg in your src folder of your Catkin workspace.
$ cd ~/catkin_ws
$ git clone https://github.com/introlab/rtabmap_ros.git src/rtabmap_ros
$ catkin_make
$ cd rtabmap
$ git pull origin master
$ cd build
$ make
$ make install
$ roscd rtabmap_ros
$ git pull origin master
$ cd ~/catkin_ws
$ catkin_make
直接以它的cmakelists 安装会出现
undefined reference to `cv::ocl::integral(cv::ocl::oclMat const&, cv::ocl::oclMat&)‘ 等一些问题 。。。这都是opencv的一些问题,所以加了自己安装的opencv
find_package( OpenCV REQUIRED ) 在cmakelist.txt中 库依赖加opencv.. 见后面改的cmakelist .
//
还是出现错误,后goole搜索 参考 https://code.google.com/p/rtabmap/issues/detail?id=8
Found that there some extra steps to install on ROS indigo. Note that ROS indigo is not officially released yet... it seems that ROS indigo doesn‘t provide its own opencv binaries like in ROS hydro where OpenCV is built with "nonfree" module (required by
rtabmap). So OpenCV should be installed manually to have "nonfree" module. By doing so, rtabmaplib can build but the ros-pkg use catkin opencv links from "cv_bridge" package (which seems to link to opencv installed through apt-get and not the one compiled
manually).
Workaround:
-Uninstall all opencv packages in synaptic.
-This will remove also ros-indigo-vision-opencv, so we need to compile it and linking to our OpenCV installed manually. So in catkin workspace:
$ roscd
$ cd ..
$ git clone https://github.com/ros-perception/vision_opencv.git src/vision_opencv
$ catkin_make
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编译通过。。
cmake_minimum_required(VERSION 2.8.3) project(rtabmap_ros) ## Find catkin macros and libraries ## if COMPONENTS list like find_package(catkin REQUIRED COMPONENTS xyz) ## is used, also find other catkin packages find_package( OpenCV REQUIRED ) find_package(catkin REQUIRED COMPONENTS cv_bridge roscpp rospy sensor_msgs std_msgs std_srvs nav_msgs geometry_msgs visualization_msgs image_transport tf tf_conversions laser_geometry pcl_conversions pcl_ros nodelet dynamic_reconfigure rviz message_filters class_loader genmsg stereo_msgs move_base_msgs ) # Optional components find_package(costmap_2d) find_package(octomap_ros) ## System dependencies are found with CMake's conventions # find_package(Boost REQUIRED COMPONENTS system) find_package(RTABMap 0.9.0 REQUIRED) #Qt stuff FIND_PACKAGE(Qt4 COMPONENTS QtCore QtGui REQUIRED) INCLUDE(${QT_USE_FILE}) ## We also use Ogre include($ENV{ROS_ROOT}/core/rosbuild/FindPkgConfig.cmake) pkg_check_modules(OGRE OGRE) include_directories( ${OGRE_INCLUDE_DIRS} ) link_directories( ${OGRE_LIBRARY_DIRS} ) ## Uncomment this if the package has a setup.py. This macro ensures ## modules and global scripts declared therein get installed ## See http://ros.org/doc/api/catkin/html/user_guide/setup_dot_py.html # catkin_python_setup() ####################################### ## Declare ROS messages and services ## ####################################### ## Generate messages in the 'msg' folder add_message_files( FILES Info.msg KeyPoint.msg MapData.msg Graph.msg NodeData.msg Link.msg OdomInfo.msg UserData.msg Point2f.msg ) ## Generate services in the 'srv' folder add_service_files( FILES GetMap.srv ListLabels.srv PublishMap.srv ResetPose.srv SetGoal.srv SetLabel.srv ) ## Generate added messages and services with any dependencies listed here generate_messages( DEPENDENCIES std_msgs geometry_msgs sensor_msgs ) #add dynamic reconfigure api generate_dynamic_reconfigure_options(cfg/Camera.cfg) ################################### ## catkin specific configuration ## ################################### ## The catkin_package macro generates cmake config files for your package ## Declare things to be passed to dependent projects ## INCLUDE_DIRS: uncomment this if you package contains header files ## LIBRARIES: libraries you create in this project that dependent projects also need ## CATKIN_DEPENDS: catkin_packages dependent projects also need ## DEPENDS: system dependencies of this project that dependent projects also need catkin_package( INCLUDE_DIRS include LIBRARIES rtabmap_ros CATKIN_DEPENDS cv_bridge roscpp rospy sensor_msgs std_msgs std_srvs nav_msgs geometry_msgs visualization_msgs image_transport tf tf_conversions laser_geometry pcl_conversions pcl_ros nodelet dynamic_reconfigure rviz message_filters class_loader stereo_msgs move_base_msgs ) ########### ## Build ## ########### ## Specify additional locations of header files ## Your package locations should be listed before other locations # include_directories(include) include_directories( ${CMAKE_CURRENT_SOURCE_DIR}/include ${RTABMap_INCLUDE_DIRS} ${catkin_INCLUDE_DIRS} ) # libraries SET(Libraries ${catkin_LIBRARIES} ${RTABMap_LIBRARIES} ) ## RVIZ plugin qt4_wrap_cpp(MOC_FILES src/rviz/MapCloudDisplay.h src/rviz/MapGraphDisplay.h src/rviz/InfoDisplay.h src/rviz/OrbitOrientedViewController.h ) # tf:message_filters, mixing boost and Qt signals set_property( SOURCE src/rviz/MapCloudDisplay.cpp src/rviz/MapGraphDisplay.cpp src/rviz/InfoDisplay.cpp src/rviz/OrbitOrientedViewController.cpp PROPERTY COMPILE_DEFINITIONS QT_NO_KEYWORDS ) SET(rtabmap_ros_lib_src src/nodelets/data_throttle.cpp src/nodelets/stereo_throttle.cpp src/nodelets/data_odom_sync.cpp src/nodelets/point_cloud_xyzrgb.cpp src/nodelets/point_cloud_xyz.cpp src/nodelets/disparity_to_depth.cpp src/nodelets/obstacles_detection.cpp src/MsgConversion.cpp src/OdometryROS.cpp src/rviz/MapCloudDisplay.cpp src/rviz/MapGraphDisplay.cpp src/rviz/InfoDisplay.cpp src/rviz/OrbitOrientedViewController.cpp ${MOC_FILES} ) # If costmap_2d is found, add the plugin IF(costmap_2d_FOUND) MESSAGE(STATUS "WITH costmap_2d") include_directories(${costmap_2d_INCLUDE_DIRS}) SET(Libraries ${costmap_2d_LIBRARIES} ${Libraries} ) SET(rtabmap_ros_lib_src src/costmap_2d/static_layer.cpp ${rtabmap_ros_lib_src} ) ENDIF(costmap_2d_FOUND) ## Declare a cpp library add_library(rtabmap_ros ${rtabmap_ros_lib_src} ) target_link_libraries(rtabmap_ros ${Libraries} ${QT_LIBRARIES} ${OGRE_LIBRARIES} ) add_dependencies(rtabmap_ros rtabmap_generate_messages_cpp) # If octomap is found, add definition IF(octomap_ros_FOUND) MESSAGE(STATUS "WITH octomap") include_directories( ${octomap_ros_INCLUDE_DIRS} ) SET(Libraries ${octomap_ros_LIBRARIES} ${Libraries} ) add_definitions(-DWITH_OCTOMAP) ENDIF(octomap_ros_FOUND) add_executable(rtabmap src/CoreNode.cpp src/CoreWrapper.cpp) add_dependencies(rtabmap rtabmap_generate_messages_cpp) target_link_libraries(rtabmap rtabmap_ros ${Libraries} ${OpenCV_LIBS} ) add_executable(rgbd_odometry src/RGBDOdometryNode.cpp) target_link_libraries(rgbd_odometry rtabmap_ros ${Libraries} ${OpenCV_LIBS} ) add_executable(stereo_odometry src/StereoOdometryNode.cpp) target_link_libraries(stereo_odometry rtabmap_ros ${Libraries} ${OpenCV_LIBS} ) add_executable(map_optimizer src/MapOptimizerNode.cpp) target_link_libraries(map_optimizer rtabmap_ros ${Libraries} ${OpenCV_LIBS} ) add_executable(map_assembler src/MapAssemblerNode.cpp) add_dependencies(map_assembler ${${PROJECT_NAME}_EXPORTED_TARGETS} ${OpenCV_LIBS} ) target_link_libraries(map_assembler rtabmap_ros ${Libraries} ${OpenCV_LIBS} ) add_executable(grid_map_assembler src/GridMapAssemblerNode.cpp) target_link_libraries(grid_map_assembler rtabmap_ros ${Libraries} ${OpenCV_LIBS} ) add_executable(camera src/CameraNode.cpp) target_link_libraries(camera ${Libraries} ${OpenCV_LIBS}) add_executable(rtabmapviz src/GuiNode.cpp src/GuiWrapper.cpp src/PreferencesDialogROS.cpp) target_link_libraries(rtabmapviz rtabmap_ros ${QT_LIBRARIES} ${Libraries} ) add_executable(data_player src/DbPlayerNode.cpp) target_link_libraries(data_player rtabmap_ros ${QT_LIBRARIES} ${Libraries} ${OpenCV_LIBS} ) add_executable(odom_msg_to_tf src/OdomMsgToTFNode.cpp) target_link_libraries(odom_msg_to_tf rtabmap_ros ${Libraries} ${OpenCV_LIBS} ) ############# ## Install ## ############# # all install targets should use catkin DESTINATION variables # See http://ros.org/doc/api/catkin/html/adv_user_guide/variables.html ## Mark executable scripts (Python etc.) for installation ## in contrast to setup.py, you can choose the destination # install(PROGRAMS # scripts/my_python_script # DESTINATION ${CATKIN_PACKAGE_BIN_DESTINATION} # ) ## Mark executables and/or libraries for installation install(TARGETS rtabmap_ros rtabmap rtabmapviz rgbd_odometry stereo_odometry map_assembler grid_map_assembler map_optimizer data_player camera ARCHIVE DESTINATION ${CATKIN_PACKAGE_LIB_DESTINATION} LIBRARY DESTINATION ${CATKIN_PACKAGE_LIB_DESTINATION} RUNTIME DESTINATION ${CATKIN_PACKAGE_BIN_DESTINATION} ) ## Mark cpp header files for installation install(DIRECTORY include/${PROJECT_NAME}/ DESTINATION ${CATKIN_PACKAGE_INCLUDE_DESTINATION} FILES_MATCHING PATTERN "*.h" PATTERN ".svn" EXCLUDE ) ## Mark other files for installation (e.g. launch and bag files, etc.) install(FILES launch/rgbd_mapping.launch launch/data_recorder.launch launch/rgbd_mapping_kinect2.launch DESTINATION ${CATKIN_PACKAGE_SHARE_DESTINATION}/launch ) install(DIRECTORY launch/config launch/data launch/demo DESTINATION ${CATKIN_PACKAGE_SHARE_DESTINATION}/launch ) ## install plugins/nodelets xml install(FILES nodelet_plugins.xml plugin_description.xml costmap_plugins.xml DESTINATION ${CATKIN_PACKAGE_SHARE_DESTINATION} ) ############# ## Testing ## ############# ## Add gtest based cpp test target and link libraries # catkin_add_gtest(${PROJECT_NAME}-test test/test_rtabmap.cpp) # if(TARGET ${PROJECT_NAME}-test) # target_link_libraries(${PROJECT_NAME}-test ${PROJECT_NAME}) # endif() ## Add folders to be run by python nosetests # catkin_add_nosetests(test)
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参考:
1.wiki_ros
http://wiki.ros.org/rtabmap http://wiki.ros.org/rtabmap_ros
2.github
https://github.com/introlab/rtabmap
https://github.com/introlab/rtabmap_ros
原文地址:http://blog.csdn.net/zyh821351004/article/details/45719541