Dense RGB-D Semantic Mapping with Pixel-Voxel Neural Network

In this paper, a novel Pixel-Voxel network is proposed for dense 3D semantic mapping, which can perform dense 3D mapping while simultaneously recognizing and labelling the semantic category each point in the 3D map. In our approach, we fully leverage the advantages of different modalities. That is,...

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Bibliographic Details
Main Authors: Cheng Zhao, Li Sun, Pulak Purkait, Tom Duckett, Rustam Stolkin
Format: Article
Language:English
Published: MDPI AG 2018-09-01
Series:Sensors
Subjects:
Online Access:http://www.mdpi.com/1424-8220/18/9/3099