Pointwise Convolutional Neural Networks

• Published in: 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition pp. 984 - 993
• Main Authors: Hua, Binh-Son, Tran, Minh-Khoi, Yeung, Sai-Kit
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.06.2018
• Subjects: Convolution; Kernel; Object recognition; Semantics; Shape; Task analysis; Three-dimensional displays

Deep learning with 3D data such as reconstructed point clouds and CAD models has received great research interests recently. However, the capability of using point clouds with convolutional neural network has been so far not fully explored. In this paper, we present a convolutional neural network fo...