Graph Signal Processing (GSP) is a promising framework to analyze multi-dimensional neuroimaging datasets, while taking into account both the spatial and functional dependencies between brain signals.

Keywords: Graphs, Graph Neural Networks, Machine Learning, Hierarchical Learning, Hierarchy Discovery; Research group: Digital Signal Processing and Image Analysis (DSB)/Integreat; This research theme ...

Hyperspectral image (HSI) classification has been extensively studied in the context of Earth observation. However, its application in Mars exploration remains limited. Although convolutional neural ...