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KAIST Dataset Camera-to-IMU Calibration #300

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donghuhu opened this issue Jan 4, 2023 · 3 comments
Closed

KAIST Dataset Camera-to-IMU Calibration #300

donghuhu opened this issue Jan 4, 2023 · 3 comments
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@donghuhu
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donghuhu commented Jan 4, 2023

I see that the extrinsic parameters of the camera in the "config" folder are slightly different from the ones posted by the author of the kaist dataset. I wonder which parameter is better. Thank you.

@goldbattle goldbattle added the dataset Dataset issue request or issue label Jan 4, 2023
@goldbattle
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The transforms in the datasets are in the vehicle frame, while we need the camera to IMU transform.
You can see how they were calculated in this matlab script:
https://github.com/rpng/open_vins/blob/master/ov_data/kaist/matlab/kaist_calculate_imu2cam.m

Hope this helps.

@donghuhu
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donghuhu commented Jan 5, 2023

Thank you for your help.
But I found that the transform matrix from the left camera to vehicle posted by the author of the kaist dataset is R: -0.00680499 -0.0153215 0.99985 -0.999977 0.000334627 -0.00680066 -0.000230383 -0.999883 -0.0153234 and T: 1.64239 0.247401 1.58411. It is a little diffient from the config used in this project. Would you mind me asking which parameter is better.
Vehicle2Stereo.txt

@goldbattle
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It seems that the config is pulled from the sample_with_img.tar.gz dataset which seems to be different from all the other datasets. I will push the correct config files in d171a03. Not sure if there is an accuracy change, but it is better to match the dataset. Feel free to reopen if you still have concerns.

@goldbattle goldbattle changed the title Kaist dataset KAIST Dataset Camera-to-IMU Calibration Jan 5, 2023
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