3 papers
cs.CV2019
Neural Re-Simulation for Generating Bounces in Single Images
Carlo Innamorati, Bryan Russell, Danny M. Kaufman +1
We introduce a method to generate videos of dynamic virtual objects plausibly interacting via collisions with a still image's environment. Given a starting trajectory, physically s…
cs.CV2018
Learning on the Edge: Explicit Boundary Handling in CNNs
Carlo Innamorati, Tobias Ritschel, Tim Weyrich +1
Convolutional neural networks (CNNs) handle the case where filters extend beyond the image boundary using several heuristics, such as zero, repeat or mean padding. These schemes ar…
cs.GR2017
Plausible Shading Decomposition For Layered Photo Retouching
Carlo Innamorati, Tobias Ritschel, Tim Weyrich +1
Photographers routinely compose multiple manipulated photos of the same scene (layers) into a single image, which is better than any individual photo could be alone. Similarly, 3D…