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Wasif Naeem

2 accepted papers

2022

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

UAI 2022poster

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…

Cited by 0SourcePDFScholar
2022

Pose Estimation based on a Dual Quaternion Feedback Particle Filter

ICRA 2022poster

Fast and accurate pose estimation is essential for many robotic applications such as SLAM, manipulation, and 3D point registration. Existing solutions to this problem suffer from either high computation overhead due to the nonlinear features or accuracy loss due to linear approximation. In this pape…

Cited by 1SourceScholar