Hendrik de Villiers
Cited by
Cited by
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, 434052, 2019
Semantic segmentation of bioimages using convolutional neural networks
S Wiehman, H de Villiers
2016 International Joint Conference on Neural Networks (IJCNN), 624-631, 2016
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
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
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
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
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
A process for the manufacture of high-temperature bi-epitaxial Josephson junctions
HAC De Villiers
Stellenbosch: University of Stellenbosch, 2007
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
A vision-based South African sign language tutor
HAC De Villiers
Stellenbosch: Stellenbosch University, 2014
Balancing runtime space-and time complexity in synthetic database driven hand posture reconstruction systems
HAC De Villiers, TR Niesler, L Van Zijl
PRASA, 2010
Ant routing simulation
BA Bagula, HAC de Villiers, J du Toit, AE Krzesinski, M Loubser, ...
Proceedings of the Southern Africa Telecommunication Networks and …, 2003
“Predicting fungal infection sensitivity of sepals in harvested tomatoes using Hyperspectral Imaging and Partial Least Squares Discriminant Analysis”.
M Bertotto, H de Villiers, A Chauhan, E Hogeveen-van Echtelt, M Mensink, ...
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
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
EMPHASIS-PREP Deliverable 4.4: Analysis of imaging approaches
HAC de Villiers, HJ van de Zedde, R Barth, T Pridmore
Plant disease detection based on multispectral and hyperspectral image analysis using deep learning techniques
A Chauhan, G Polder, HAC de Villiers
Book of Abstracts European Federation for Information Technology in …, 2019
Photonics in Wageningen
G Polder, AJ van Breugel, HAC de Villiers, HJ van de Zedde
Photonics magazine 42 (1), 7-13, 2017
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