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Conferences > HISE > 2015 > HW2B > HW2B.3
  • Fourier Transform Spectroscopy and Hyperspectral Imaging and Sounding of the Environment
  • OSA Technical Digest (online) (Optica Publishing Group, 2015),
  • paper HW2B.3
  • •https://doi.org/10.1364/HISE.2015.HW2B.3

Multimodal Data Fusion via Graph- and Operator-based Techniques

Alexander Cloninger, Wojciech Czaja, and Timothy Doster

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Abstract

Utilizing Laplacian Eigenmaps we are able to leverage information from multimodal sensors (i.e., hyperspectral and LIDAR) to improve image classification results. We develop distance measures, joint kernels, and utilize feature space rotations to achieve fusion.

© 2015 Optical Society of America

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