Project

Clifford algebra methods for efficient multidimensional data analysis

Code
01J07815
Duration
01 September 2015 → 31 October 2021
Funding
Regional and community funding: Special Research Fund
Research disciplines
  • Engineering and technology
    • Signal processing not elsewhere classified
Keywords
signal processing multidimensional data machine learning Clifford algebras
 
Project description

This proposal intends to join the complementary expertises of mathematics and Clifford algebra on the one hand
and signal processing and machine learning on the other hand in order to develop:
A. Clifford-based filtering: A new theory of geometrical multidimensional filters
B. Learning: Clifford algebras in discovering data geometry
with applications in saliency detection and art-historical analysis.