CORDIS Project
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This project develops new theoretical and computational frameworks for spectral geometry, enhancing the analysis of geometric properties in data domains like surfaces and graphs. It aims to improve the application of spectral techniques in real-world scenarios, particularly in fields such as computer vision, machine le…
Spectral geometry concerns the study of the geometric properties of data domains, such as surfaces or graphs, via the spectral decomposition of linear operators defined upon them.
Due to their valuable properties analogous to Fourier theory, such methods find widespread use in several branches of computer science, ranging from computer vision to machine learning and network analysis.Despite their pervasive presence, very little efforts have been devoted to the design and application of spectral…
UNIVERSITA DEGLI STUDI DI ROMA LA SAPIENZA
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