Dense Visual SLAM with Optical Flow and YOLO

  • Conducted research on dense stereo SLAM in dynamic surroundings with RTAB-MAP on the basis of Visual Odometry.
  • Added Optical Flow as well as YOLO for auxiliary support to detect moving objects in frames and ruled them out when extracting feature points and mapping.
  • Performed testing of real-time Octo-tree mapping and navigation algorithms in ROS on Nvidia TX2.
  • Supervised by Prof. Baochang Zhang

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