no code implementations • 31 Oct 2023 • Andrea Ciamarra, Roberto Caldelli, Federico Becattini, Lorenzo Seidenari, Alberto del Bimbo
In particular, when an image (video) is captured the overall geometry of the scene (e. g. surfaces) and the acquisition process (e. g. illumination) determine a univocal environment that is directly represented by the image pixel values; all these intrinsic relations are possibly changed by the deepfake generation process.
no code implementations • 31 Oct 2023 • Andrea Ciamarra, Federico Becattini, Lorenzo Seidenari, Alberto del Bimbo
We train the proposed model to also perform predictions for several timesteps in the future.
no code implementations • 15 Nov 2022 • Andrea Ciamarra, Federico Becattini, Lorenzo Seidenari, Alberto del Bimbo
For an autonomous vehicle it is essential to observe the ongoing dynamics of a scene and consequently predict imminent future scenarios to ensure safety to itself and others.