Research output per year
Research output per year
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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
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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 Access1 Citation (Scopus) -
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 -
EMPHASIS-PREP Deliverable 4.4: Analysis of imaging approaches
de Villiers, H. A. C., van de Zedde, H. J., Barth, R. & Pridmore, T., 31 Dec 2019, Zenodo, 124 p.Research output: Working paper › Discussion paper
Open Access -
Near infrared spectroscopy to predict internal quality of mangoes
Gabriels, S. H. E. J., Brouwer, B., de Villiers, H. A. C., Westra, E. H. & Woltering, E. J., Oct 2019, In: Acta Horticulturae. 1256, p. 289-294Research output: Contribution to journal › Article › Academic › peer-review
1 Citation (Scopus) -
Plant disease detection based on multispectral and hyperspectral image analysis using deep learning techniques
Chauhan, A., Polder, G. & de Villiers, H. A. C., 27 Jul 2019, Book of Abstracts European Federation for Information Technology in Agriculture, Food and the Environment (EFITA) 2019. EFITA, p. 37-37 1 p.Research output: Chapter in Book/Report/Conference proceeding › Abstract
Datasets
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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
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WIAS Course: Fundaments of animal monitoring systems: animal tracking and data analysis
Aneesh Chauhan (Organiser), Hendrik de Villiers (Participant), Marc Naguib (Organiser), Elke Molenaar (Participant), Chris Tyson (Participant) & Filipe Ribeiro da Cunha (Participant)
21 Feb 2023 → 23 Feb 2023Activity: Participating in or organising an event › Participation in or organising a workshop, seminar, course › Academic
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Abnormality detection in seedlings from 3D models using deep learning
Hendrik de Villiers (Speaker) & Lydia Meesters (Speaker)
9 Sept 2021Activity: Talk or presentation › Invited talk › Professional
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Deep learning and spectral imaging team up for diseased potato identification
Gerrit Polder (Speaker), Pieter Blok (Speaker), Hendrik de Villiers (Speaker), Jan van der Wolf (Speaker) & Jan Kamp (Speaker)
27 Nov 2020Activity: Talk or presentation › Public lecture/debate/seminar › Professional
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ANTARES Deep learning workshop
Aneesh Chauhan (Speaker) & Hendrik de Villiers (Speaker)
19 Mar 2018 → 21 Mar 2018Activity: Participating in or organising an event › Participation in or organising a workshop, seminar, course › Professional
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IET Computer Vision (Journal)
Hendrik de Villiers (Peer reviewer)
8 Apr 2016Activity: Publication peer-review and editorial work › Publication peer-review › Other