Research Explorer

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Project

Clifford algebra methods for efficient multidimensional data analysis

Outputs and Outcomes

Code

01J07815

Duration

01 September 2015 → 31 October 2021

Funding

Regional and community funding: Special Research Fund

Promotor

Hendrik De Bie

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.

English

Dutch

English

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