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Author

H. Teufelsbauer

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Open access Jul 2026

LiDAR Point Cloud Classification by 3D Sparse CNN for large-scale Mobile Laser Scanning

This work proposes a classification framework based on a 3D Sparse Convolutional Neural Network (SparseCNN) for efficient processing of large-scale MLS data, and shows that radiometric features are critical for distinguishing material dependent classes, such as traffic signs.

Nan-Feng Li, H. Teufelsbauer, F. Pöppl et al. · 0 citations

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