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OOR

Vibot 2013 Robotics Project: Office Object Recognition

The aim of this project is to be able to recognize common office objects (tables, chairs, etc) using a Turtlebot and a Kinect.

Approach:

  • Merge point clouds comming from the Kinect into one big sceene using Octomap.
  • Cluster data with Pcl plane segmentation or Real-Time Plane Segmentation using RGB-D Cameras (Dirk Holz, Stefan Holzer, Radu Bogdan Rusu and Sven Behnke)
  • Recognize primitives (planes, cylinders)
  • Graph matching, a table is deffined with 4 cylinders connected to a plane.

Libraries:

  • OpenCv
  • Pcl
  • OpenNi
  • ROS

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