Lizhou Wang

Learning-Based Point Cloud Registration for 6D Object Pose Estimation in the Real World

"In this work, we tackle the task of estimating the 6D pose of an object from point cloud data. While recent learning-based approaches to addressing this task have shown great success on synthetic datasets, we have observed them to fail in the presence of real-world data. We thus analyze the causes…