A Supervised Learning Approach Based on the Continuous Wavelet Transform for R Spike Detection in ECG. - Gaël de Lannoy; Arnaud de Decker; Michel Verleysen (BIOSIGNALS (1), 2008)

A Supervised Wavelet Transform Algorithm for R Spike Detection in Noisy ECGs. - Gaël de Lannoy; Arnaud de Decker; Michel Verleysen (BIOSTEC (Selected Papers), 2008)

Patch-based bilateral filter and local m-smoother for image denoising. - Arnaud de Decker; John Aldo Lee; Michel Verleysen (ESANN, 2009)

Adaptive anisotropic denoising: a bootstrapped procedure. - John Aldo Lee; Arnaud de Decker; Michel Verleysen (ESANN, 2009)

Mode estimation in high-dimensional spaces with flat-top kernels: application to image denoising. - Arnaud de Decker; John Aldo Lee; Damien François; Michel Verleysen (ESANN, 2010)

A principled approach to image denoising with similarity kernels involving patches. - Arnaud de Decker; John Aldo Lee; Michel Verleysen (Neurocomputing, 2010)

Mode estimation based filtering in digital imaging and application to medical image denoising. - Arnaud de Decker (2011)