Pose Estimation between two Key-frames using PCL

Passthrough Filter

Voxel Grid Filter

KeyPoint Extraction Methods

Descriptor extraction Methods in PCL

Estimating Correspondences by matching Feature Descriptors

RANSAC based false Correspondence Rejection

Sample Consensus based Initial Alignment

Pose Refinement using Iterative Closest Point Algorithm with an initial guess from previous step