Converting the KITTI dataset to rosbags

The KITTI Vision Benchmark Suite dataset is a popular robotics dataset from Karlsruhe Institute of Technology and Toyota Technological Institute at Chicago. Several benchmarking datasets are provided including stereo, flow, scene flow, depth, odomerty, object, tracking, road, semantics and the raw data. To use this dataset in ROS, the streams should first be converted to…Read more Converting the KITTI dataset to rosbags

Using the RealSense SDK to access the camera

The RealSense SDK provides an API for accessing the camera hardware directly. Accessing the camera via the SDK locks it, until access is released. This tutorial will cover how to use the RealSense SDK for C++ development using the simple example of accessing the camera's intrinsic calibration parameters. Recall that the intrinsic camera matrix for raw…Read more Using the RealSense SDK to access the camera

Working with 3D point clouds in ROS

A point cloud is a set of data points in 3D space. Such data is usually derived from time-of-flight, structured light or stereo reconstruction. Laser scanners such as the Hukuyo or Velodyne provide a planar scan or 3D coloured point cloud respectively. The perception_pcl package is the PCL ROS interface stack. A previous post covered how to integrate the Point…Read more Working with 3D point clouds in ROS

Updating the RealSense nodelet

The ROS Wrapper for Intel RealSense Devices provides a ROS nodelet interface between the camera and the ROS system. Intel updates this ROS package on a fairly regular basis, which could lead to API version mismatch errors. When this happens, the camera (sometimes) works fine on realsense-viewer but any code using the RealSense nodelet fails to compile.…Read more Updating the RealSense nodelet

When the RealSense stops connecting

The RealSense D435 RGBD camera is generally very robust and reliable. It can however fail to connect and display the image and depth frames. When this happens, hardware notification errors appear in the realsense-viewer software as shown below. Usually this is caused by a connection issue, such as trying to use USB 2 with the RealSense,…Read more When the RealSense stops connecting

Integrating the Intel RealSense D435 with ROS

The Intel RealSense D435 is the latest RGBD camera available from Intel,  and is an upgrade from the Intel R200 camera already discussed in a previous post. The D435 is a stereo depth camera that is designed to work both indoors and outdoors. The 3D reconstruction is constructed using active Infrared (IR) stereo. The camera is…Read more Integrating the Intel RealSense D435 with ROS