3 papers
cs.CV2019
Deep Video Deblurring: The Devil is in the Details
Jochen Gast, Stefan Roth
Video deblurring for hand-held cameras is a challenging task, since the underlying blur is caused by both camera shake and object motion. State-of-the-art deep networks exploit tem…
cs.CV2018
Lightweight Probabilistic Deep Networks
Jochen Gast, Stefan Roth
Even though probabilistic treatments of neural networks have a long history, they have not found widespread use in practice. Sampling approaches are often too slow already for simp…
cs.CV2016
Parametric Object Motion from Blur
Jochen Gast, Anita Sellent, Stefan Roth
Motion blur can adversely affect a number of vision tasks, hence it is generally considered a nuisance. We instead treat motion blur as a useful signal that allows to compute the m…