Combination of Images and Point Clouds in a Generative Adversarial Network for Upsampling Crack Point Clouds

Point cloud data of cracks can be used for various purposes such as crack detection, depth calculation and crack segmentation. Upsampling low-density point clouds can help to improve the performance of those tasks. Building on existing methods that upsample point clouds from low-resolution point clo...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Nhung Hong Thi Nguyen, Stuart Perry, Don Bone, Ha Le Thanh, Min Xu, Thuy Thi Nguyen
Format:	Article
Language:	English
Published:	IEEE 2022-01-01
Subjects:	Point cloud upsampling generative adversarial network crack point cloud enrichment point cloud combining point clouds and images
Online Access:	https://ieeexplore.ieee.org/document/9795005/