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Giuseppe Maria Rizzi
Researcher at ETH Zurich
Publications - 4
Citations - 18
Giuseppe Maria Rizzi is an academic researcher from ETH Zurich. The author has contributed to research in topics: Computer science & Tree (data structure). The author has an hindex of 1, co-authored 1 publications receiving 6 citations.
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Proceedings ArticleDOI
An Approach for Semantic Segmentation of Tree-like Vegetation
S. Tejaswi Digumarti,Lukas Schmid,Giuseppe Maria Rizzi,Juan Nieto,Roland Siegwart,Paul Beardsley,Cesar Cadena +6 more
TL;DR: This paper presents a pipeline for semantic segmentation of trees into their components, and demonstrates the network's generalization capabilities, across various tree species on the synthetic dataset, achieving an accuracy of upto 92.5%.
Journal ArticleDOI
A Planning-and-Control Framework for Aerial Manipulation of Articulated Objects
TL;DR: In this paper , the authors present a planning and control approach that allows the aerial manipulator to execute complex interaction maneuvers with as little as possible priors given by the operator, using a sampling-based predictive control to generate pose trajectories with an impedance controller for compliant behaviours.
Proceedings ArticleDOI
Learning Agent-Aware Affordances for Closed-Loop Interaction with Articulated Objects
TL;DR: The concept of agent-aware affordances which fully reflect the agent’s capabilities and embodiment are introduced and it is shown that they outperform their state-of-the-art counterparts which are only conditioned on the end-effector geometry.
Journal ArticleDOI
Robust Sampling-Based Control of Mobile Manipulators for Interaction With Articulated Objects
TL;DR: In this paper , the authors investigate and deploy sampling-based control techniques for the challenging task of the mobile manipulation of articulated objects, and propose a novel framework for safe robotic manipulation of movable articulated objects.