Dequan Zheng

PDQ-Net: Deep probabilistic dual quaternion network for absolute pose regression on $SE(3)$

Accurate absolute pose regression is one of the key challenges in robotics and computer vision. Existing direct regression methods suffer from two limitations. First, some noisy scenarios such as poor illumination conditions are likely to result in the uncertainty of pose estimation. Second, the out…