Andrew J. Hanson

Algebraically Rigorous Quaternion Framework for the Neural Network Pose Estimation Problem

The 3D pose estimation problem -- aligning pairs of noisy 3D point clouds -- is a problem with a wide variety of real-world applications. Here we focus on the use of quaternion-based neural network approaches to this problem and apparent anomalies that have arisen in previous efforts to resolve them…