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 • 8 Nov 2023 • Jianchao Ci, Xin Wang, David Rapado-Rincón, Akshay K. Burusa, Gert Kootstra
A 21 comprehensive evaluation was conducted in a commercial greenhouse to gain insight into the 22 performance of different parts of the method.
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 • 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.