Position-agnostic autonomous navigation in vineyards with deep reinforcement learning
Precision agriculture is rapidly attracting research to efficiently introduce automation and
robotics solutions to support agricultural activities. Robotic navigation in vineyards and …
robotics solutions to support agricultural activities. Robotic navigation in vineyards and …
Autonomous and safe navigation of mobile robots in vineyard with smooth collision avoidance
In recent years, autonomous robots have extensively been used to automate several
vineyard tasks. Autonomous navigation is an indispensable component of such field robots …
vineyard tasks. Autonomous navigation is an indispensable component of such field robots …
Local motion planner for autonomous navigation in vineyards with a RGB-D camera-based algorithm and deep learning synergy
With the advent of agriculture 3.0 and 4.0, in view of efficient and sustainable use of
resources, researchers are increasingly focusing on the development of innovative smart …
resources, researchers are increasingly focusing on the development of innovative smart …
Deep semantic segmentation at the edge for autonomous navigation in vineyard rows
Precision agriculture is a fast-growing field that aims at introducing affordable and effective
automation into agricultural processes. Nowadays, algorithmic solutions for navigation in …
automation into agricultural processes. Nowadays, algorithmic solutions for navigation in …
A deep learning driven algorithmic pipeline for autonomous navigation in row-based crops
Expensive sensors and inefficient algorithmic pipelines significantly affect the overall cost of
autonomous machines. However, affordable robotic solutions are essential to practical …
autonomous machines. However, affordable robotic solutions are essential to practical …
Development of a low-cost semantic monitoring system for vineyards using autonomous robots
Many tasks involved in viticulture are labor intensive. Farmers frequently monitor the
vineyard to check grape conditions, damage due to infections from pests and insects, grape …
vineyard to check grape conditions, damage due to infections from pests and insects, grape …
Lavender autonomous navigation with semantic segmentation at the edge
Achieving success in agricultural activities heavily relies on precise navigation in row crop
fields. Recently, segmentation-based navigation has emerged as a reliable technique when …
fields. Recently, segmentation-based navigation has emerged as a reliable technique when …
Vision-based vineyard navigation solution with automatic annotation
Autonomous navigation is crucial for achieving the full automation of agricultural research
and production management using agricultural robots. In this paper, we present a vision …
and production management using agricultural robots. In this paper, we present a vision …
Guidance, navigation and control for autonomous quadrotor flight in an agricultural field: The case of vineyards
A Mokrane, A Benallegue, A Choukchou-Braham… - Sensors, 2022 - mdpi.com
In this paper, we present a complete and efficient solution of guidance, navigation and
control for a quadrotor platform to accomplish 3D coverage flight missions in mapped …
control for a quadrotor platform to accomplish 3D coverage flight missions in mapped …
[PDF][PDF] Rhoban hardware and software open source contributions for robocup humanoids
Three newly released hardware and software open source contributions are presented. The
first one is a new mechanical and electronics design for low cost stain gauge based foot …
first one is a new mechanical and electronics design for low cost stain gauge based foot …