Helmholtz Imaging Annual Conference 2025

Session

Multi-modality / Scalability

Talk 4

25 Jun 2025, 15:30

Schinkelhalle Potsdam

Conveners

Multi-modality / Scalability: Multi-Sensor Multi-Stream Data Fusion Using Deep Learning for Hyperspectral Point Cloud Segmentation

• Ahmed J. Afifi (Digital Processing, Department of Exploration, Helmholtz Institute Freiberg for Resource Technology (HIF))

26. Multi-Sensor Multi-Stream Data Fusion Using Deep Learning for Hyperspectral Point Cloud Segmentation

Hyperspectral imaging provides dense spectral information for each pixel, making it a powerful tool for material identification and scene understanding. However, standalone hyperspectral data may fall short in representing spatial geometry, especially in complex environments such as geological structures. To address this limitation, we investigate the integration of multiple sensors capturing...