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3Point Random Sample Consensus(RANSAC) for ROS2

image

Implementation of 3 point RANSAC with visualization (Rviz2) Not fully complete detail about the code ( 2point, parameter configuration, others.. )

cd ~/ros2_ws/src/
git clone https://github.com/Minho-iNCSL/3p_RANSAC_ros2.git
colcon build
ros2 launch ransac ransac_node

How to change several parameter ?

In /param/ransac.yaml, we just focus 3 parameter (success_probability, outlier_ratio, threshold).

Iteration($N$) is automatically calculated in code.

success_probability = $p$

outlier_ratio = $\epsilon$

subset_size = $s$

$$ N = \dfrac{log(1-p)}{log(1-(1-\epsilon)^s)} $$