533 citations · 1k across the 19 of their papers we have counts for
6 papers · 1 filter
A Sweet Pepper Harvesting Robot for Protected Cropping Environments
Chris Lehnert, Chris McCool, Inkyu Sa +1
Using robots to harvest sweet peppers in protected cropping environments has remained unsolved despite considerable effort by the research community over several decades. In this p…
Redundant Perception and State Estimation for Reliable Autonomous Racing
Nikhil Bharadwaj Gosala, Andreas Bühler, Manish Prajapat +9
In autonomous racing, vehicles operate close to the limits of handling and a sensor failure can have critical consequences. To limit the impact of such failures, this paper present…
WeedMap: A large-scale semantic weed mapping framework using aerial multispectral imaging and deep neural network for precision farming
Inkyu Sa, Marija Popovic, Raghav Khanna +7
We present a novel weed segmentation and mapping framework that processes multispectral images obtained from an unmanned aerial vehicle (UAV) using a deep neural network (DNN). Mos…
An informative path planning framework for UAV-based terrain monitoring
Marija Popovic, Teresa Vidal-Calleja, Gregory Hitz +4
Unmanned Aerial Vehicles (UAVs) represent a new frontier in a wide range of monitoring and research applications. To fully leverage their potential, a key challenge is planning mis…
An Overview of Perception Methods for Horticultural Robots: From Pollination to Harvest
Ho Seok Ahn, Feras Dayoub, Marija Popovic +3
Horticultural enterprises are becoming more sophisticated as the range of the crops they target expands. Requirements for enhanced efficiency and productivity have driven the deman…
Design of an Autonomous Racecar: Perception, State Estimation and System Integration
Miguel de la Iglesia Valls, Hubertus Franciscus Cornelis Hendrikx, Victor Reijgwart +6
This paper introduces flüela driverless: the first autonomous racecar to win a Formula Student Driverless competition. In this competition, among other challenges, an autonomous ra…