Instance segmentation of LiDAR point clouds

We propose a robust baseline method for instance segmentation which are specially designed for large-scale outdoor LiDAR point clouds. Our method includes a novel dense feature encoding technique, allowing the localization and segmentation of small, far-away objects, a simple but effective solution...

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Bibliographic Details
Main Authors: Zhang, F, Guan, C, Fang, J, Bai, S, Yang, R, Torr, PHS, Prisacariu, V
Format: Conference item
Language:English
Published: IEEE 2020