3D Point Cloud Semantic Augmentation: Instance Segmentation of 360° Panoramas by Deep Learning Techniques

3D Point Cloud Semantic Augmentation: Instance Segmentation of 360° Panoramas by Deep Learning Techniques

Semantic augmentation of 3D point clouds is a challenging problem with numerous real-world applications. While deep learning has revolutionised image segmentation and classification, its impact on point cloud is an active research field. In this paper, we propose an instance segmentation and augment...

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Bibliographic Details
Main Authors: Ghizlane Karara, Rafika Hajji, Florent Poux
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Remote Sensing
Subjects:
3D point cloud
instance segmentation
3D projection
panoramic image
deep learning
I point cloud semantics
Online Access:https://www.mdpi.com/2072-4292/13/18/3647

Internet

https://www.mdpi.com/2072-4292/13/18/3647

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