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Gert Kootstra

Wageningen University and Research (WUR)

Netherlands

SCHOLARLY PAPERS

7

DOWNLOADS

349

TOTAL CITATIONS

4

Scholarly Papers (7)

Transformer-Based Similarity Learning for Re-Identification of Chickens

Number of pages: 22 Posted: 05 Jul 2024
Christian Lamping, Gert Kootstra and Marjolein Derks
Wageningen University and Research (WUR), Wageningen University and Research (WUR) and Wageningen University and Research (WUR)
Downloads 78 (855,765)
Citation 1

Abstract:

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re-identification, deep learning, computer vision, transformers

Transformer-Based Similarity Learning for Re-Identification of Chickens

Number of pages: 22 Posted: 06 Mar 2025
Christian Lamping, Marjolein Derks and Gert Kootstra
Wageningen University and Research (WUR), Wageningen University and Research (WUR) and Wageningen University and Research (WUR)
Downloads 40 (1,210,354)

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re-identification, deep learning, computer vision, transformers

Uncertainty Estimation for Deep Neural Networks to Improve the Assessment of Plumage Conditions of Chickens

Number of pages: 19 Posted: 29 Dec 2022
Christian Lamping, Marjolein Derks and Gert Kootstra
Wageningen University and Research (WUR), Wageningen University and Research (WUR) and Wageningen University and Research (WUR)
Downloads 40 (1,210,354)

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computer vision, deep learning, uncertainty, poultry

Uncertainty Estimation for Deep Neural Networks to Improve the Assessment of Plumage Conditions of Chickens

Number of pages: 20 Posted: 10 Jul 2023
Christian Lamping, Gert Kootstra and Marjolein Derks
Wageningen University and Research (WUR), Wageningen University and Research (WUR) and Wageningen University and Research (WUR)
Downloads 24 (1,445,011)
Citation 1

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computer vision, deep learning, uncertainty, poultry

3.

Ssl-Nbv: A Self-Supervised-Learning-Based Next-Best-View Algorithm for Efficient 3d Plant Reconstruction by a Robot

Number of pages: 41 Posted: 07 Oct 2024
affiliation not provided to SSRN, Wageningen University, affiliation not provided to SSRN, affiliation not provided to SSRN and Wageningen University and Research (WUR)
Downloads 63 (942,565)
Citation 2

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Next-best-view planning, 3D reconstruction, Self-supervised learning, Weakly-supervised learning, Active perception

4.

Fuse: A Framework for Uncertainty-Aware Object Assessment from Image Sequences in Uncontrolled Environments

Number of pages: 14 Posted: 19 Mar 2024
Christian Lamping, Marjolein Derks and Gert Kootstra
Wageningen University and Research (WUR), Wageningen University and Research (WUR) and Wageningen University and Research (WUR)
Downloads 45 (1,133,231)

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Uncertainty, multi-view, image sequences, assessment, robustness

5.

Uav Time-Series Imagery Show Diversity Treatment Effects on Cabbage Growth

Number of pages: 48 Posted: 06 Feb 2024
affiliation not provided to SSRN, Wageningen University and Research (WUR), affiliation not provided to SSRN, Wageningen University and Wageningen University and Research (WUR) - Laboratory of Geo-information Science and Remote Sensing
Downloads 32 (1,304,549)

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digital plant phenotyping, individual plant monitoring, plant-height, Unmanned aerial vehicle, RGB imaging, treatments effect

6.

Prediction-guided Viewpoint Planning: Using Prior Knowledge about the Plant Structure for Efficient Fruit Node Perception

Number of pages: 39 Posted: 11 Apr 2026
Akshay K. Burusa, Eldert van Henten and Gert Kootstra
affiliation not provided to SSRN, Wageningen University and Wageningen University and Research (WUR)
Downloads 23 (1,448,301)

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Active vision, Next-best-view planning, Structural Plant Model, prediction, Robotics

7.

Balancing Structural Complexity and Light Absorption Accuracy: A Case Study on a 3D Cucumber Plant Model

Number of pages: 35 Posted: 30 Jun 2026
Wageningen University & Research, Wageningen University & Research, Wageningen University and Research (WUR), Wageningen University and Research (WUR) and Wageningen University
Downloads 4

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