Search Results for author: Akshay K. Burusa

Found 4 papers, 1 papers with code

Gradient-based Local Next-best-view Planning for Improved Perception of Targeted Plant Nodes

1 code implementation28 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.

3D Reconstruction

3D Pose Estimation of Tomato Peduncle Nodes using Deep Keypoint Detection and Point Cloud

no code implementations8 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.

3D Pose Estimation Keypoint Detection

Efficient Search and Detection of Relevant Plant Parts using Semantics-Aware Active Vision

no code implementations16 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.

Attention-driven Active Vision for Efficient Reconstruction of Plants and Targeted Plant Parts

no code implementations21 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.

3D Reconstruction

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