Feature detection on point clouds
Posted: Sun Mar 27, 2022 5:33 am
Hello,
I have a question and hope that you can help me.
I need to apply 3D feature detection techniques to point clouds to process Lidar
data for automated driving. Since I am familiar with CC I would like to
preprocess the data there.
The idea is to have an approach like YOLO on 3D data and get results like
the ones shown in https://miro.medium.com/max/1400/1*doz4 ... 29FIHw.png
I read about the CANUPO addon, but I am quite sure that this won't work for my
task. There seem to be several algorithms available for this kind of task
(PointNet, PointNet++, LaserNet, Point Pillars, Complex Yolo).
Has one of you worked on a similar task with CC before and has an idea
how a workflow with these algorithms could look like? Are there maybe addons available?
Thanks,
Joe
I have a question and hope that you can help me.
I need to apply 3D feature detection techniques to point clouds to process Lidar
data for automated driving. Since I am familiar with CC I would like to
preprocess the data there.
The idea is to have an approach like YOLO on 3D data and get results like
the ones shown in https://miro.medium.com/max/1400/1*doz4 ... 29FIHw.png
I read about the CANUPO addon, but I am quite sure that this won't work for my
task. There seem to be several algorithms available for this kind of task
(PointNet, PointNet++, LaserNet, Point Pillars, Complex Yolo).
Has one of you worked on a similar task with CC before and has an idea
how a workflow with these algorithms could look like? Are there maybe addons available?
Thanks,
Joe