xy-guo / LIGA-Stereo

Code for LIGA-Stereo Detector, ICCV'21
Apache License 2.0
90 stars 18 forks source link

pseudo-lidar coord #14

Closed ksh11023 closed 2 years ago

ksh11023 commented 2 years ago

hello,

what's the difference between pseudo-lidar coodinate and Lidar coordinate?

Thankyou

xy-guo commented 2 years ago

Lidar coordinate system is aligned with raw LiDAR data.

Pseudo-lidar coordinate system is aligned with the left camera. The transformation between the image coordinate and the pseudo-lidar coordinate is a pure rotation as follows: [[0, 0, 1, 0], [-1, 0, 0, 0], [0, -1, 0, 0], [0, 0, 0, 1]]

ksh11023 commented 2 years ago

Thank you for the reply!

So, is Pseudo-Lidar coordinate in rectified camera coordinate?

I have one more question regarding processing raw LIDAR point cloud for the teacher model.

스크린샷 2022-06-17 오전 10 03 18

In stereo_kitti_dataset.py, After transforming point cloud(in lidar coordinate ) -> point cloud(in rectified lidar coordinate ) why is this flip_this_image process needed? I think it's multiplying -1 to the X-axis(forward for Lidar coord).

Thank you.

xy-guo commented 2 years ago

It is for augmentation when training.

ksh11023 commented 2 years ago

Thank you!