Alexa Nawotki

PQDT: Pseudo-Query Dual Transformer for Robust Point Cloud Restoration

Point clouds are a fundamental 3D representation in computer vision, enabling a wide range of perception tasks. However, real-world point clouds often suffer from degradations such as incompleteness, noise, outliers, and irregular density, caused by sensor limitations or occlusions. Recovering clean