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Benchmarking Visual Features for Visual Odometry

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Getting Started

These instructions will get you a copy of the project up and running on your local machine for development and testing purposes.

Prerequisites

  • Ubuntu 16.04 and later
  • ROS kinetic and later
  • Eigen 3.3.0 and later

Installing

Launch

  • Specify topics on config/bench_params.yaml
  • roslaunch klt_ros klt_ros.launch

Error Data Logging

  • Specify output_path in config/bench_params.yaml
  • At output_path create four folders: keypoint_error, keypoint3D_error, matches, keypoints
  • roslaunch klt_ros klt_ros.launch

Documentation

Example of transforming features detected in image 0 (red) to image 1 and compare with detected features in image 1 (green)

Example of matching features detected in image 0 to image 1

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Benchmarking Visual Features for Visual Odometry

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