MartinHahner / LiDAR_fog_sim

LiDAR fog simulation
https://www.trace.ethz.ch/lidar_fog_sim
Other
173 stars 31 forks source link

Does the simulation results match real world data? #3

Closed tdzdog closed 2 years ago

tdzdog commented 2 years ago

Thanks for your excellent work. I am hoping to use the simulation to generate some synthetic foggy data, e.g. on KITTI. Hence, I am wondering how much does the simulated data match with real-world foggy data? But I found only some minor qualitive discussion is represented in the paper, no quantitive discussion.

MartinHahner commented 2 years ago

Hi and thank you for your question. It is difficult to measure realism. Not just for point clouds, but also e.g. for computer-generated images (see here). If you can tell us how we could quantitatively measure the realism, please tell us. We could not find any meaningful metric. Greets, Martin