Peter Lootens

12 papers Journal 12
YearRankTypeTitle / Venue / Authors
2024 J jnl
Cross-domain transfer learning for weed segmentation and mapping in precision farming using ground and UAV images.
Expert Syst. Appl.
Junfeng Gao, Wenzhi Liao, David Nuyttens, Peter Lootens, Wenxin Xue, Erik Alexandersson, Jan G. Pieters
2023 J jnl
Predicting yield of individual field-grown rapeseed plants from rosette-stage leaf gene expression.
PLoS Comput. Biol.
Sam De Meyer, Daniel Felipe Cruz, Tom De Swaef, Peter Lootens, Jolien De Block, Kevin Bird, Heike Sprenger, Michael Van de Voorde, Stijn Hawinkel, Tom Van Hautegem, Dirk Inzé, Hilde Nelissen, Isabel Roldán-Ruiz, Steven Maere
2022 J jnl
Multispectral UAV-Based Monitoring of Leek Dry-Biomass and Nitrogen Uptake across Multiple Sites and Growing Seasons.
Remote. Sens.
Jérémie Haumont, Peter Lootens, Simon Cool, Jonathan Van Beek, Dries Raymaekers, Eva M. Ampe, Tim De Cuypere, Onno Bes, Jonas Bodyn, Wouter Saeys
2022 J jnl
Transferring learned patterns from ground-based field imagery to predict UAV-based imagery for crop and weed semantic segmentation in precision crop farming.
CoRR
Junfeng Gao, Wenzhi Liao, David Nuyttens, Peter Lootens, Erik Alexandersson, Jan G. Pieters
2021 J jnl
Applying RGB- and Thermal-Based Vegetation Indices from UAVs for High-Throughput Field Phenotyping of Drought Tolerance in Forage Grasses.
Remote. Sens.
Tom De Swaef, Wouter H. Maes, Jonas Aper, Joost Baert, Mathias Cougnon, Dirk Reheul, Kathy Steppe, Isabel Roldán-Ruiz, Peter Lootens
2021 J jnl
Data collection design for calibration of crop models using practical identifiability analysis.
Comput. Electron. Agric.
Willem Coudron, Anne Gobin, Charlotte Boeckaert, Tim De Cuypere, Peter Lootens, Sabien Pollet, Kris Verheyen, Pieter De Frenne, Tom De Swaef
2021 J jnl
Improving Accuracy of Herbage Yield Predictions in Perennial Ryegrass with UAV-Based Structural and Spectral Data Fusion and Machine Learning.
Remote. Sens.
Joanna Pranga, Irene Borra-Serrano, Jonas Aper, Tom De Swaef, An Ghesquiere, Paul Quataert, Isabel Roldán-Ruiz, Ivan A. Janssens, Greet Ruysschaert, Peter Lootens
2020 J jnl
Closing the Phenotyping Gap: High Resolution UAV Time Series for Soybean Growth Analysis Provides Objective Data from Field Trials.
Remote. Sens.
Irene Borra-Serrano, Tom De Swaef, Paul Quataert, Jonas Aper, Aamir Saleem, Wouter Saeys, Ben Somers, Isabel Roldán-Ruiz, Peter Lootens
2020 J jnl
Gloxinia - An Open-Source Sensing Platform to Monitor the Dynamic Responses of Plants.
Sensors
Olivier Pieters, Tom De Swaef, Peter Lootens, Michiel Stock, Isabel Roldán-Ruiz, Francis Wyffels
2020 J jnl
In-field detection of
Comput. Electron. Agric.
Ruben Van de Vijver, Koen C. Mertens, Kurt Heungens, Ben Somers, David Nuyttens, Irene Borra-Serrano, Peter Lootens, Isabel Roldán-Ruiz, Jürgen Vangeyte, Wouter Saeys
2020 J jnl
Limitations of snapshot hyperspectral cameras to monitor plant response dynamics in stress-free conditions.
Comput. Electron. Agric.
Olivier Pieters, Tom De Swaef, Peter Lootens, Michiel Stock, Isabel Roldán-Ruiz, Francis Wyffels
2018 J jnl
Fusion of pixel and object-based features for weed mapping using unmanned aerial vehicle imagery.
Int. J. Appl. Earth Obs. Geoinformation
Junfeng Gao, Wenzhi Liao, David Nuyttens, Peter Lootens, Jürgen Vangeyte, Aleksandra Pizurica, Yong He, Jan G. Pieters