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compare with the ndt_omp #38

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sintax2con opened this issue Dec 31, 2020 · 6 comments
Open

compare with the ndt_omp #38

sintax2con opened this issue Dec 31, 2020 · 6 comments

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@sintax2con
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thanks for your excellent work,
i wonder the comparison of fast-gicp and ndt-omp, speed and accuracy.
will it replace the ndt method?

@koide3
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koide3 commented Jan 4, 2021

In short, fast_gicp is much accurate but a little bit slower than ndt_omp. Please take a look at our paper for details: https://easychair.org/publications/preprint/ftvV

@sintax2con
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Thanks for reply, fast_gicp is truly more accurate than ndtomp. But it may stuck occasionly, seems in compute jacobian. Do you have any idea?
image
image

@koide3
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koide3 commented Jan 13, 2021

I've not seen this problem before. Can you provide some data for reproducing the problem?

@sintax2con
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sintax2con commented Jan 13, 2021

https://github.com/sintax2con/fast_gicp_test
Thanks for reply!I Uploaded the test file. Please input the same cloud as source and target. It transforms the source cloud with some certain matrix, and evaluates the accuracy by distance and angle error.

@koide3
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koide3 commented Jan 18, 2021

Do you mean running like this? With the following line, I couldn't reproduce the problem:
rosrun fast_gicp gicp_align 1.pcd 1.pcd

@sintax2con
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It seems so strange. I test on my laptop and pc and found the same problem. I test gicp and ndt separately , it works fine. Maybe some bug in my system inviroment. Thanks for your reply!

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