Noise-resistant Deep Learning for Object Classification in 3D Point Clouds Using a Point Pair Descriptor

Dmytro Bobkov, Sili Chen, Ruiqing Jian +2

Object retrieval and classification in point cloud data is challenged by noise, irregular sampling density and occlusion. To address this issue, we propose a point pair descriptor…