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 | 186 | 2019 |
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 | 16 | 2016 |
Semantic segmentation of bioimages using convolutional neural networks S Wiehman, H de Villiers 2016 International Joint Conference on Neural Networks (IJCNN), 624-631, 2016 | 16 | 2016 |
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 | 13 | 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 | 12 | 2012 |
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 | 5 | 2023 |
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 | 2 | 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 | 2 | 2017 |
A process for the manufacture of high-temperature bi-epitaxial Josephson junctions HAC De Villiers Stellenbosch: University of Stellenbosch, 2007 | 2 | 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 | 1 | 2015 |
A vision-based South African sign language tutor HAC De Villiers Stellenbosch: Stellenbosch University, 2014 | 1 | 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 | 1 | 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 | 1 | 2003 |
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 |