Geert Verdoolaege

Publication Activity (10 Years)

Years Active: 2008-2022
Publications (10 Years): 5

Top Topics

Reservoir Computing

Geodesic Distance

Texture Discrimination

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Azarakhsh Jalalvand, Joseph Abbate, Rory Conlin, Geert Verdoolaege, Egemen Kolemen
Real-Time and Adaptive Reservoir Computing With Application to Profile Prediction in Fusion Plasma. IEEE Trans. Neural Networks Learn. Syst. 33 (6) (2022)
Geert Verdoolaege
Geodesic Least Squares Regression on the Gaussian Manifold with an Application in Astrophysics. GSI (2017)
Geert Verdoolaege, Aqsa Shabbir
Color Texture Discrimination Using the Principal Geodesic Distance on a Multivariate Generalized Gaussian Manifold. GSI (2015)
Aqsa Shabbir, Geert Verdoolaege
Multivariate texture discrimination using a principal geodesic classifier. ICIP (2015)
Geert Verdoolaege
A New Robust Regression Method Based on Minimization of Geodesic Distances on a Probabilistic Manifold: Application to Power Laws. Entropy 17 (7) (2015)
Aqsa Shabbir, Geert Verdoolaege, Guido Van Oost
Multivariate Texture Discrimination Based on Geodesics to Class Centroids on a Generalized Gaussian Manifold. GSI (2013)
Geert Verdoolaege, Paul Scheunders
On the Geometry of Multivariate Generalized Gaussian Models. J. Math. Imaging Vis. 43 (3) (2012)
Geert Verdoolaege, Jesús Vega, Andrea Murari, Guido Van Oost
Identification of Confinement Regimes in Tokamak Plasmas by Conformal Prediction on a Probabilistic Manifold. AIAI (2) (2012)
Lionel Bombrun, Yannick Berthoumieu, Noureddine Lasmar, Geert Verdoolaege
Multivariate texture retrieval using the geodesic distance between elliptically distributed random variables. ICIP (2011)
Roland Kwitt, Peter Meerwald, Andreas Uhl, Geert Verdoolaege
Testing a multivariate model for wavelet coefficients. ICIP (2011)
Geert Verdoolaege, Leslie Vlerick, Eric Achten
Detection of resting-state brain activity in magnetic resonance images through wavelet feature cluster analysis. ICIP (2011)
Lionel Bombrun, Noureddine Lasmar, Yannick Berthoumieu, Geert Verdoolaege
Multivariate texture retrieval using the SIRV representation and the geodesic distance. ICASSP (2011)
Geert Verdoolaege, Paul Scheunders
Geodesics on the Manifold of Multivariate Generalized Gaussian Distributions with an Application to Multicomponent Texture Discrimination. Int. J. Comput. Vis. 95 (3) (2011)
Geert Verdoolaege, Yves Rosseel
Activation detection in event-related fMRI through clustering ofwavelet distributions. ICIP (2010)
Geert Verdoolaege, Yves Rosseel, Michiel Lambrechts, Paul Scheunders
Wavelet-based colour texture retrieval using the kullback-leibler divergence between bivariate generalized Gaussian models. ICIP (2009)
Geert Verdoolaege, Steve De Backer, Paul Scheunders
Multiscale colour texture retrieval using the geodesic distance between multivariate generalized Gaussian models. ICIP (2008)