Jean-Philippe Saut

Convolutional Sparse Coding with Multipath Orthogonal Matching Pursuit

Finding patterns in time series is crucial to understanding physical or physiological phenomena monitored with sensors. Convolutional sparse coding (CSC) methods, which approximate signals by a sparse combination of short signal templates (also called atoms), are well-suited for this task. Neverthel…