Jialong Wu*

SparseRadNet: Sparse Perception Neural Network on Subsampled Radar Data

"Radar-based perception has gained increasing attention in autonomous driving, yet the inherent sparsity of radars poses challenges. Radar raw data often contains excessive noise, whereas radar point clouds retain only limited information. In this work, we holistically treat the sparse nature of rad…