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eess.IV2025
Multi Task Denoiser Training for Solving Linear Inverse Problems
Clément Bled, François Pitié
Plug-and-Play Priors (PnP) and Regularisation by Denoising (RED) have established that image denoisers can effectively replace traditional regularisers in linear inverse problem so…
eess.IV2025
ReTiDe: Real-Time Denoising for Energy-Efficient Motion Picture Processing with FPGAs
Changhong Li, Clément Bled, Rosa Fernandez +1
Denoising is a core operation in modern video pipelines. In codecs, in-loop filters suppress sensor noise and quantisation artefacts to improve rate-distortion performance; in cine…
eess.IV2024
Lightweight Video Denoising Using a Classic Bayesian Backbone
Clément Bled, François Pitié
In recent years, state-of-the-art image and video denoising networks have become increasingly large, requiring millions of trainable parameters to achieve best-in-class performance…