Hyperspectral target identification using physics-guided neural networks with explainability and feature attribution

N Klein, A Carr, Z Hampel-Arias… - IGARSS 2023-2023 …, 2023 - ieeexplore.ieee.org
Overhead long-wave infrared (LWIR) hyperspectral imaging (HSI), covering a wavelength
range of about 8 to 14 µ m, is particularly well-suited for chemical and material identification …

Physics-guided neural networks for hyperspectral target identification

N Klein, A Carr, Z Hampel-Arias… - … of Machine Learning …, 2023 - spiedigitallibrary.org
We present results comparing black-box and physics-guided neural network architectures
for hyperspectral target identification. Specifically, our physics-guided neural networks …