Jan G. Pieters

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 13

Top Topics

Spectral Imagery

Supervised Machine Learning

Top Venues

Comput. Electron. Agric.

Publications

Junfeng Gao, Wenzhi Liao, David Nuyttens, Peter Lootens, Wenxin Xue, Erik Alexandersson, Jan G. Pieters
Cross-domain transfer learning for weed segmentation and mapping in precision farming using ground and UAV images. Expert Syst. Appl. 246 (2024)
Marlies Lauwers, David Nuyttens, Benny De Cauwer, Jan G. Pieters
L. Comput. Electron. Agric. 196 (2022)
Junfeng Gao, Wenzhi Liao, David Nuyttens, Peter Lootens, Erik Alexandersson, Jan G. Pieters
Transferring learned patterns from ground-based field imagery to predict UAV-based imagery for crop and weed semantic segmentation in precision crop farming. CoRR (2022)
Simon Appeltans, Jan G. Pieters, Abdul M. Mouazen
Detection of Leek Rust Disease under Field Conditions Using Hyperspectral Proximal Sensing and Machine Learning. Remote. Sens. 13 (7) (2021)
Simon Appeltans, Jan G. Pieters, Abdul Mounem Mouazen
Detection of leek white tip disease under field conditions using hyperspectral proximal sensing and supervised machine learning. Comput. Electron. Agric. 190 (2021)
Simon Appeltans, Orly Enrique Apolo-Apolo, Jaime Nolasco Rodríguez-Vázquez, Manuel Pérez-Ruiz, Jan G. Pieters, Abdul M. Mouazen
The Automation of Hyperspectral Training Library Construction: A Case Study for Wheat and Potato Crops. Remote. Sens. 13 (23) (2021)
Simon Appeltans, Angela Guerrero, Said Nawar, Jan G. Pieters, Abdul M. Mouazen
Practical Recommendations for Hyperspectral and Thermal Proximal Disease Sensing in Potato and Leek Fields. Remote. Sens. 12 (12) (2020)
Marlies Lauwers, Benny De Cauwer, David Nuyttens, Simon R. Cool, Jan G. Pieters
Hyperspectral Classification of Cyperus esculentus Clones and Morphologically Similar Weeds. Sensors 20 (9) (2020)
Yanchao Zhang, Junfeng Gao, Haiyan Cen, Yongliang Lu, Xiaoyue Yu, Yong He, Jan G. Pieters
Automated spectral feature extraction from hyperspectral images to differentiate weedy rice and barnyard grass from a rice crop. Comput. Electron. Agric. 159 (2019)
Junfeng Gao, Wenzhi Liao, David Nuyttens, Peter Lootens, Jürgen Vangeyte, Aleksandra Pizurica, Yong He, Jan G. Pieters
Fusion of pixel and object-based features for weed mapping using unmanned aerial vehicle imagery. Int. J. Appl. Earth Obs. Geoinformation 67 (2018)
Simon Cool, Jan G. Pieters, Dejan Seatovic, Koen C. Mertens, David Nuyttens, Tim van de Gucht, Jürgen Vangeyte
Development of a Stereovision-Based Technique to Measure the Spread Patterns of Granular Fertilizer Spreaders. Sensors 17 (6) (2017)
Sofija Vulgarakis Minov, Frédéric Cointault, Jürgen Vangeyte, Jan G. Pieters, David Nuyttens
Spray Droplet Characterization from a Single Nozzle by High Speed Image Analysis Using an In-Focus Droplet Criterion. Sensors 16 (2) (2016)
Simon Cool, Jan G. Pieters, Koen C. Mertens, Sergio Mora, Frédéric Cointault, Julien Dubois, Tim van de Gucht, Jürgen Vangeyte
Development of a High Irradiance LED Configuration for Small Field of View Motion Estimation of Fertilizer Particles. Sensors 15 (11) (2015)
Bilal Hijazi, Simon Cool, Jürgen Vangeyte, Koen C. Mertens, Frédéric Cointault, Michel Paindavoine, Jan G. Pieters
High Speed Stereovision Setup for Position and Motion Estimation of Fertilizer Particles Leaving a Centrifugal Spreader. Sensors 14 (11) (2014)
Hugo Uchida Frausto, Jan G. Pieters
Modelling greenhouse temperature using system identification by means of neural networks. Neurocomputing 56 (2004)