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minor fix in readme
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petrapa6 committed Jun 13, 2024
1 parent 156ba90 commit f8be8a2
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2 changes: 1 addition & 1 deletion README.md
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Expand Up @@ -74,7 +74,7 @@ source ~/ROS1_WORKSPACE/devel/setup.sh
roslaunch kiss_icp odometry.launch bagfile:=<PATH TO ROSBAG> topic:=/mulran/velo/pointclouds use_RMS:=[true | false]
```

[**Results for the `Sejong01` experiment here.**](https://github.com/ctu-mrs/RMS/blob/master/example/sejong01.md).
[**Results for the `Sejong01` experiment here.**](https://github.com/ctu-mrs/RMS/blob/master/example/sejong01.md)
APE of the experiment (voxelization in blue, RMS in orange):

![ape rms](./example/fig/APE_comparison.png)
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16 changes: 9 additions & 7 deletions example/sejong01.md
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Expand Up @@ -30,18 +30,20 @@ High level of information preserved.
![data rms](./fig/plot_RMS.png)

### APE and RPE comparison
$${\color{blue}\text{Blue}$$: pure KISS-ICP, $${\color{orange}\text{orange}$$: KISS-ICP preceded by RMS.
Blue: pure KISS-ICP, orange: KISS-ICP preceded by RMS.
Results: Higher drift reduction by RMS.

| Sampling method | RMSE (m) | mean (m) | median (m) | max (m) |
| Voxelization | 7100 | 6511 | 7815 | 9581 |
| RMS | 2230 | 1953 | 2352 | 3292 |
| Sampling method | RMSE (m) | mean (m) | median (m) | max (m) |
| ------------- | ------------- | -------- | ---------- | ------- |
| Voxelization | 7100 | 6511 | 7815 | 9581 |
| RMS | 2230 | 1953 | 2352 | 3292 |

![ape rms](./fig/APE_comparison.png)

| Sampling method | RMSE (m) | mean (m) | median (m) | max (m) |
| Voxelization | 17.9 | 4.3 | 2.7 | 1311.6 |
| RMS | 3.1 | 2.9 | 2.6 | 21.6 |
| Sampling method | RMSE (m) | mean (m) | median (m) | max (m) |
| ------------- | ------------- | -------- | ---------- | ------- |
| Voxelization | 17.9 | 4.3 | 2.7 | 1311.6 |
| RMS | 3.1 | 2.9 | 2.6 | 21.6 |

![rpe rms](./fig/RPE_comparison.png)

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