Research output per year
Research output per year
Fingerprint
Dive into the research topics where Hendrik de Villiers is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
Avocado stem-end rot detection using hyperspectral imaging
Chauhan, A., de Villiers, H. A. C., Meesters, L. M. J., Paillart, M. J. M., Grbović, Ž., Panić, M. & Brdar, S., 2024, Proceedings of the VII International Conference Postharvest Unlimited. Woltering, E. J. & Schouten, R. (eds.). ISHS, Vol. 1396. p. 107-114 (Acta Horticulturae; no. 1396).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › Academic › peer-review
-
Investigating spectral imaging for predicting tomato sepal sensitivity of recently harvested tomatoes to fungal infections
de Villiers, H. A. C., Chauhan, A., Hogeveen-van Echtelt, E. M., Mensink, M. G. J., Grbović, Ž., Stefanovic, D., Panić, M. & Brdar, S., 2024, In: Acta Horticulturae. 1396, p. 99-106Research output: Contribution to journal › Article › Academic › peer-review
-
Autoencoder-based 3D representation learning for industrial seedling abnormality detection
de Villiers, H. A. C., Otten, G., Chauhan, A. & Meesters, L., Mar 2023, In: Computers and Electronics in Agriculture. 206, 10 p., 107619.Research output: Contribution to journal › Article › Academic › peer-review
Open Access3 Citations (Scopus) -
Predicting fungal infection sensitivity of sepals in harvested tomatoes using Imaging Spectroscopy and Partial Least Squares Discriminant Analysis
Bertotto, M. M., de Villiers, H. A. C., Chauhan, A., Hogeveen-van Echtelt, E. M., Mensink, M. G. J., Grbović, Ž., Stefanovic, D., Panic, M. & Brdar, S., 23 Sept 2023. 1 p.Research output: Contribution to conference › Poster › Academic
Open Access -
Sonar 2021-2022 field experiment method development : a case-study of seaweed cultivation and biomass estimation using different sonar techniques and image recognizing networks
Lansbergen, R., de Villiers, H. & Poelman, M., 2023, Yerseke: Wageningen Marine Research. 45 p. (Report / Wageningen Marine Research; no. C010/23)Research output: Book/Report › Report › Professional
Open Access
Datasets
-
Data underlying the publication: Potato Virus Y Detection in Seed Potatoes Using Deep Learning on Hyperspectral Images
Polder, G. (Creator), van Marrewijk, B. (Creator), Blok, P. (Creator), de Villiers, H. (Creator), van der Wolf, J. (Creator) & Kamp, J. (Creator), Wageningen University & Research, 16 Jun 2020
DOI: 10.4121/uuid:b1f7853c-f52b-4f33-bb06-a6539c7a45a4
Dataset
Activities
-
WIAS Course: Fundaments of animal monitoring systems: animal tracking and data analysis
Chauhan, A. (Organiser), de Villiers, H. (Participant), Naguib, M. (Organiser), Molenaar, E. (Participant), Tyson, C. (Participant) & Ribeiro da Cunha, F. (Participant)
21 Feb 2023 → 23 Feb 2023Activity: Participating in or organising an event › Participation in or organising a workshop, seminar, course › Academic
-
Predicting fungal infection sensitivity of sepals in harvested tomatoes using Hyperspectral Imaging and Partial Least Squares Discriminant Analysis
Bertotto, M. (Contributor), de Villiers, H. (Contributor), Chauhan, A. (Contributor), Hogeveen-van Echtelt, E. (Contributor), Mensink, M. (Contributor), Grobic, Z. (Contributor), Stavonovic, D. (Contributor), Panic, M. (Contributor) & Brdan, S. (Contributor)
20 Aug 2023 → 24 Aug 2023Activity: Talk or presentation › Invited talk › Academic
-
Predicting fungal infection sensitivity of sepals in harvested tomatoes using Imaging Spectroscopy and Partial Least Squares Discriminant Analysis
Bertotto, M. (Contributor), de Villiers, H. (Contributor), Chauhan, A. (Contributor), Hogeveen-van Echtelt, E. (Contributor), Mensink, M. (Speaker), Grobovic, Z. (Contributor), Stefanovic, D. (Contributor), Panic, M. (Contributor) & Brdar, S. (Contributor)
20 Sept 2023Activity: Talk or presentation › Invited talk › Academic
-
Abnormality detection in seedlings from 3D models using deep learning
de Villiers, H. (Speaker) & Meesters, L. (Speaker)
9 Sept 2021Activity: Talk or presentation › Invited talk › Professional
-
Deep learning and spectral imaging team up for diseased potato identification
Polder, G. (Speaker), Blok, P. (Speaker), de Villiers, H. (Speaker), van der Wolf, J. (Speaker) & Kamp, J. (Speaker)
27 Nov 2020Activity: Talk or presentation › Public lecture/debate/seminar › Professional