no code implementations • 10 Jan 2024 • Helena Russello, Rik van der Tol, Menno Holzhauer, Eldert J. van Henten, Gert Kootstra
The three most important traits were back posture measurement, head bobbing, and tracking distance.
1 code implementation • 28 Nov 2023 • Akshay K. Burusa, Eldert J. van Henten, Gert Kootstra
We propose a gradient-based NBV planner using differential ray sampling, which directly estimates the local gradient direction for viewpoint planning to overcome occlusion and improve perception.
no code implementations • 16 Jun 2023 • Akshay K. Burusa, Joost Scholten, David Rapado Rincon, Xin Wang, Eldert J. van Henten, Gert Kootstra
To automate harvesting and de-leafing of tomato plants using robots, it is important to search and detect the relevant plant parts, namely tomatoes, peduncles, and petioles.
no code implementations • 4 Nov 2022 • David Rapado Rincon, Eldert J. van Henten, Gert Kootstra
The accuracy of the representation was evaluated in a real-world environment, where successful representation and localisation of tomatoes in tomato plants were achieved, despite high levels of occlusion, with the total count of tomatoes estimated with a maximum error of 5. 08% and the tomatoes tracked with an accuracy up to 71. 47%.
no code implementations • 21 Jun 2022 • Akshay K. Burusa, Eldert J. van Henten, Gert Kootstra
We conclude that an attention mechanism for active-vision is necessary to significantly improve the quality of perception in complex agro-food environments.
3 code implementations • 13 Dec 2021 • Pieter M. Blok, Gert Kootstra, Hakim Elchaoui Elghor, Boubacar Diallo, Frits K. van Evert, Eldert J. van Henten
In our study, MaskAL was compared to a random sampling method on a broccoli dataset with five visually similar classes.
no code implementations • 16 Mar 2018 • Ruud Barth, Jochen Hemming, Eldert J. van Henten
We hypothesised that the translated images can be used for (i) improved learning of empirical images, and (ii) that learning without any fine-tuning with empirical images is improved by bootstrapping with translated images over bootstrapping with synthetic images.