Marija Popović

weedNet: Dense Semantic Weed Classification Using Multispectral Images and MAV for Smart Farming

Inkyu Sa, Zetao Chen, Marija Popović et al. · IEEE Robotics and Automation Letters · 2017 · 354 citations

Convolutional Neural Network, Precision Agriculture, Engineering +23

WeedMap: A Large-Scale Semantic Weed Mapping Framework Using Aerial Multispectral Imaging and Deep Neural Network for Precision Farming

Inkyu Sa, Marija Popović, Raghav Khanna et al. · Remote Sensing · 2018 · 278 citations · Full text

Image Classification, Precision Agriculture, Image Analysis +15

An informative path planning framework for UAV-based terrain monitoring

Marija Popović, Teresa Vidal‐Calleja, Gregory Hitz et al. · Autonomous Robots · 2020 · 157 citations · Full text

Engineering, Field Robotics, Unmanned Vehicle +18

Building an Aerial–Ground Robotics System for Precision Farming: An Adaptable Solution

Alberto Pretto, Stéphanie Aravecchia, Wolfram Burgard et al. · IEEE Robotics & Automation Magazine · 2020 · 112 citations · Full text

Online informative path planning for active classification using UAVs

Marija Popović, Gregory Hitz, Juan Nieto et al. · 2017 · 97 citations