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Hendrik de Villiers
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Year
Potato virus Y detection in seed potatoes using deep learning on hyperspectral images
G Polder, PM Blok, HAC De Villiers, JM Van der Wolf, J Kamp
Frontiers in plant science 10, 209, 2019
1862019
Unsupervised pre-training for fully convolutional neural networks
S Wiehman, S Kroon, H De Villiers
2016 Pattern Recognition Association of South Africa and Robotics and …, 2016
162016
Semantic segmentation of bioimages using convolutional neural networks
S Wiehman, H de Villiers
2016 International Joint Conference on Neural Networks (IJCNN), 624-631, 2016
162016
Texture synthesis using convolutional neural networks with long-range consistency and spectral constraints
S Schreiber, J Geldenhuys, H De Villiers
2016 Pattern Recognition Association of South Africa and Robotics and …, 2016
132016
Vision-based hand pose estimation through similarity search using the earth mover's distance
HAC de Villiers, L van Zijl, TR Niesler
IET computer vision 6 (4), 285-295, 2012
122012
Autoencoder-based 3D representation learning for industrial seedling abnormality detection
HAC de Villiers, G Otten, A Chauhan, L Meesters
Computers and Electronics in Agriculture 206, 107619, 2023
52023
Sonar 2021-2022 field experiment method development: a case-study of seaweed cultivation and biomass estimation using different sonar techniques and image recognizing networks
R Lansbergen, H de Villiers, M Poelman
Wageningen Marine Research, 2023
22023
Near infrared spectroscopy to predict internal quality of mangoes
S Gabriels, B Brouwer, H de Villiers, E Westra, EJ Woltering
VI International Conference Postharvest Unlimited 1256, 289-294, 2017
22017
A process for the manufacture of high-temperature bi-epitaxial Josephson junctions
HAC De Villiers
Stellenbosch: University of Stellenbosch, 2007
22007
High-level rapid prototyping of graphical models
H de Villiers, L van Zijl, T Niesler
2015 Pattern Recognition Association of South Africa and Robotics and …, 2015
12015
A vision-based South African sign language tutor
HAC De Villiers
Stellenbosch: Stellenbosch University, 2014
12014
Balancing runtime space-and time complexity in synthetic database driven hand posture reconstruction systems
HAC De Villiers, TR Niesler, L Van Zijl
PRASA, 2010
12010
Ant routing simulation
BA Bagula, HAC de Villiers, J du Toit, AE Krzesinski, M Loubser, ...
Proceedings of the Southern Africa Telecommunication Networks and …, 2003
12003
Analysis of tomato sepal fungal infection using hyperspectral imaging and deep learning
V Filipovic, Ž Grbović, A Chauhan, HAC de Villiers, M Panić, S Brdar
The 14th IEEE GRSS Workshop on Hyperspectral Image and Signal Processing …, 2024
2024
Predicting fungal infection sensitivity of sepals in harvested tomatoes using imaging spectroscopy and partial least squares discriminant analysis
M Bertotto, HAC de Villiers, A Chauhan, E Hogeveen-van Echtelt, ...
Journal of Near Infrared Spectroscopy 32 (6), 192-206, 2024
2024
Influence of spatial region selection on infection sensitivity prediction of tomato calyx using hyperspectral imaging
V Filipovic, Ž Grbović, A Chauhan, HAC de Villiers, M Panić, S Brdar
The 14th International Conference on Information Society and Technology, 2024
2024
Investigating spectral imaging for predicting tomato sepal sensitivity of recently harvested tomatoes to fungal infections
HAC de Villiers, A Chauhan, E Hogeveen-van Echtelt, M Mensink, ...
VII International Conference Postharvest Unlimited 1396, 99-106, 2023
2023
Avocado stem-end rot detection using hyperspectral imaging
A Chauhan, HAC de Villiers, L Meesters, MJM Paillart, Grbović, M Panić, ...
VII International Conference Postharvest Unlimited 1396, 107-114, 2023
2023
Data underlying the publication: Potato Virus Y Detection in Seed Potatoes Using Deep Learning on Hyperspectral Images
G Polder, B van Marrewijk, P Blok, H de Villiers, J van der Wolf, J Kamp
Wageningen University & Research, 2020
2020
EMPHASIS-PREP Deliverable 4.4: Analysis of imaging approaches
HAC de Villiers, HJ van de Zedde, R Barth, T Pridmore
2019
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Articles 1–20