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Journal Articles
- 2024
[j16]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: 122980 (2024)- [j15]Marlies Lauwers, Benny De Cauwer, David Nuyttens, Wouter H. Maes, Jan G. Pieters:
Multispectral UAV Image Classification of Jimson Weed (Datura stramonium L.) in Common Bean (Phaseolus vulgaris L.). Remote. Sens. 16(18): 3538 (2024) - 2022
- [j14]Marlies Lauwers, David Nuyttens, Benny De Cauwer, Jan G. Pieters:
Hyperspectral classification of poisonous solanaceous weeds in processing Phaseolus vulgaris L. and Spinacia oleracea L. Comput. Electron. Agric. 196: 106908 (2022) - 2021
- [j13]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: 106453 (2021) - [j12]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): 1341 (2021) - [j11]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): 4735 (2021) - 2020
- [j10]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): 1939 (2020) - [j9]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): 2504 (2020) - 2019
- [j8]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: 42-49 (2019) - 2018
- [j7]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: 43-53 (2018) - 2017
- [j6]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): 1396 (2017) - 2016
- [j5]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): 218 (2016) - 2015
- [j4]Philippe Van Overbeke, G. De Vogeleer, E. Brusselman, Jan G. Pieters, Peter Demeyer:
Development of a reference method for airflow rate measurements through rectangular vents towards application in naturally ventilated animal houses: Part 3: Application in a test facility in the open. Comput. Electron. Agric. 115: 97-107 (2015) - [j3]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): 28627-28645 (2015) - 2014
- [j2]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): 21466-21482 (2014) - 2004
- [j1]Hugo Uchida Frausto, Jan G. Pieters:
Modelling greenhouse temperature using system identification by means of neural networks. Neurocomputing 56: 423-428 (2004)
Informal and Other Publications
- 2022
- [i1]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 abs/2210.11545 (2022)
Coauthor Index
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