2 citations · 2 across the 2 of their papers we have counts for
3 papers
RoseCDL: Robust and Scalable Convolutional Dictionary Learning for Rare event and Anomaly Detection
Jad Yehya, Mansour Benbakoura, Cédric Allain +3
Detecting rare events and anomalies in large-scale signals is essential in fields such as astronomy, physical simulations, and biomedical science. In many cases, this problem natur…
Analysis and Synthesis Denoisers for Forward-Backward Plug-and-Play Algorithms
Matthieu Kowalski, Benoît Malézieux, Thomas Moreau +1
In this work we study the behavior of the forward-backward (FB) algorithm when the proximity operator is replaced by a sub-iterative procedure to approximate a Gaussian denoiser, i…
Toward a numerical deshaker for PFS
F. Schmidt, I. Shatalina, M. Kowalski +3
The Planetary Fourier Spectrometer (PFS) onboard Mars Express (MEx) is the instrument with the highest spectral resolution observing Mars from orbit since January 2004. It permits…