141 citations · 372 across the 13 of their papers we have counts for
10 papers · 1 filter
Semi-Supervised Novelty Detection for Precise Ultra-Wideband Error Signal Prediction
Umberto Albertin, Alessandro Navone, Mauro Martini +1
Ultra-Wideband (UWB) technology is an emerging low-cost solution for localization in a generic environment. However, UWB signal can be affected by signal reflections and non-line-o…
Non-linear Model Predictive Control for Multi-task GPS-free Autonomous Navigation in Vineyards
Matteo Sperti, Marco Ambrosio, Mauro Martini +3
Autonomous navigation is the foundation of agricultural robots. This paper focuses on developing an advanced autonomous navigation system for a rover operating within row-based cro…
GPS-free Autonomous Navigation in Cluttered Tree Rows with Deep Semantic Segmentation
Alessandro Navone, Mauro Martini, Marco Ambrosio +3
Segmentation-based autonomous navigation has recently been presented as an appealing approach to guiding robotic platforms through crop rows without requiring perfect GPS localizat…
Lavender Autonomous Navigation with Semantic Segmentation at the Edge
Alessandro Navone, Fabrizio Romanelli, Marco Ambrosio +3
Achieving success in agricultural activities heavily relies on precise navigation in row crop fields. Recently, segmentation-based navigation has emerged as a reliable technique wh…
Enhancing Navigation Benchmarking and Perception Data Generation for Row-based Crops in Simulation
Mauro Martini, Andrea Eirale, Brenno Tuberga +5
Service robotics is recently enhancing precision agriculture enabling many automated processes based on efficient autonomous navigation solutions. However, data generation and infi…
Autonomous Navigation in Rows of Trees and High Crops with Deep Semantic Segmentation
Alessandro Navone, Mauro Martini, Andrea Ostuni +2
Segmentation-based autonomous navigation has recently been proposed as a promising methodology to guide robotic platforms through crop rows without requiring precise GPS localizati…