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testICP

A variety of ICP algorithm implementation, can be used to do comparative testing; Including ICP, ICP_GN,ICP_SVD,ICP_CERES,ICP_G2O,NDT,SICP,NDT_CPU;

Something may not right

[GN,ceres and g2o left/right perturbation update need further examination]

Example results

drawing drawing

drawing

-bilibili-video

-csdn

Dependency

-[Eigen]

-[BOOST]

-[PCL]

-[OPENCV]

-[G2o]

-[Ceres]

Install

Use the following commands to download and compile the package.

cd ~/${yourdir}
git clone https://github.com/chengwei0427/testICP.git
cd ./testICP/build
cmake ..
make

Other notes

  1. you should change the cmakelist, find the right dependencies; I think you can finish the work yourself

2.you could change the config/config.yaml to test different ICP method;

Run the package

cd ./bin/
./test_optimize_icp

TODO

Acknowledgements

Thanks shenlan,floam.

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testicp's Issues

请问左扰动和右扰动的坐标系有区别吗

您好,在位姿计算的时候,左乘姿态矩阵是基于世界坐标系的变换,右乘姿态矩阵是基于body系的变换,由于对这个不怎么懂,想请教您一下:
a.求导时的左扰动和右扰动有这种区别吗?
b.如果a不是坐标系定义的区别,为什么会有左扰动和右扰动的区分,它们分别用于什么情况呢?

打扰您了

icp ceres扰动相关

你好,
icp ceres代码中扰动求导时你用的是
dp_by_se3.block<3, 3>(0, 0) = -skew(q_last_curr * cur_pt);
但floam用的是
dp_by_se3.block<3, 3>(0, 0) = -skew(lp);

我自己测试了下好像下面那种写法的解是正确的,上面的写法会无法收敛。
想请教下是否哪里有问题

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