Data windowing and ICP
Posted: Wed Dec 17, 2014 9:21 pm
Hi -
I think developing a straightforward method for running ICP on "windowed" clouds would be worthwhile. To the best of my knowledge the CC ICP method is for registering single clouds only. Being able to automatically subset the data at regular intervals and run ICP on each of subset independently would provide the ability to run even finer-scale coregistration.
It would also give the ability to produce deformation analyses if the data are already coregistered. This method is available in various other programs, but none that are as powerful or easy to use as CC. For examples of how "windowed icp" is useful, see the following: http://robotics.asu.edu/wp-content/uplo ... r_2012.pdf, and https://cloud.sdsc.edu/v1/AUTH_opentopo ... rkshop.pdf
In the earth sciences, this is an important alternative technique to M3C2. I was impressed with how quickly M3C2 was implemented and think many users would like to see some other types of iterative displacement measurement methods available in CC.
While I'm not much of a programmer it seems like this would be relatively easy to implement. If it is already possible, and I am beating a dead horse, please let me know.
Cheers!
I think developing a straightforward method for running ICP on "windowed" clouds would be worthwhile. To the best of my knowledge the CC ICP method is for registering single clouds only. Being able to automatically subset the data at regular intervals and run ICP on each of subset independently would provide the ability to run even finer-scale coregistration.
It would also give the ability to produce deformation analyses if the data are already coregistered. This method is available in various other programs, but none that are as powerful or easy to use as CC. For examples of how "windowed icp" is useful, see the following: http://robotics.asu.edu/wp-content/uplo ... r_2012.pdf, and https://cloud.sdsc.edu/v1/AUTH_opentopo ... rkshop.pdf
In the earth sciences, this is an important alternative technique to M3C2. I was impressed with how quickly M3C2 was implemented and think many users would like to see some other types of iterative displacement measurement methods available in CC.
While I'm not much of a programmer it seems like this would be relatively easy to implement. If it is already possible, and I am beating a dead horse, please let me know.
Cheers!