Search Results for author: Roi Poranne

Found 4 papers, 0 papers with code

Obstacle Aware Sampling for Path Planning

no code implementations8 Mar 2022 Murad Tukan, Alaa Maalouf, Dan Feldman, Roi Poranne

While this approach is very simple, it can become costly when the obstacles are unknown, since samples hitting these obstacles are wasted.

Learning Solution Manifolds for Control Problems via Energy Minimization

no code implementations7 Mar 2022 Miguel Zamora, Roi Poranne, Stelian Coros

We formulate the learning of solution manifolds as a minimization of the energy terms of a control objective integrated over the space of problems of interest.

Imitation Learning Model Predictive Control

Spatial Computing and Intuitive Interaction: Bringing Mixed Reality and Robotics Together

no code implementations3 Feb 2022 Jeffrey Delmerico, Roi Poranne, Federica Bogo, Helen Oleynikova, Eric Vollenweider, Stelian Coros, Juan Nieto, Marc Pollefeys

Spatial computing -- the ability of devices to be aware of their surroundings and to represent this digitally -- offers novel capabilities in human-robot interaction.

Mixed Reality

RealisticHands: A Hybrid Model for 3D Hand Reconstruction

no code implementations31 Aug 2021 Michael Seeber, Roi Poranne, Marc Polleyfeys, Martin R. Oswald

Estimating 3D hand meshes from RGB images robustly is a highly desirable task, made challenging due to the numerous degrees of freedom, and issues such as self similarity and occlusions.

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