LIDAR

Efficient Tracking Proposals using 2D-3D Siamese Networks on LIDAR

Tracking vehicles in LIDAR point clouds is a challenging task due to the sparsity of the data and the dense search space. The lack of structure in point clouds impedes the use of convolution and correlation filters usually employed in 2D object …