Combined Structural and Functional 3D Plant Imaging Using Structure from Motion

We show non-invasive 3D plant disease imaging using automated monocular vision-based structure from motion. We optimize the number of key points in an image pair by using a small angular step size and detection in the extra green channel. Furthermore, we upsample the images to increase the number of key points. With the same setup, we obtain functional fluorescence information that we map onto the 3D structural plant image, in this way obtaining a combined functional and 3D structural plant image using a single setup.

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Publication Details

Journal
Sensors
Published
2025-03-04
DOI
https://doi.org/10.3390/s25051572
Citations
1
Primary Topic
Smart Agriculture and AI
Type
article
Field-Weighted Citation Impact
1.75

Funders

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article

Combined Structural and Functional 3D Plant Imaging Using Structure from Motion

Jeroen Kalkman, Alim Yolalmaz, Jos de Wit
1 citations
Sensors
Smart Agriculture and AI
1.75
article

Combined Structural and Functional 3D Plant Imaging Using Structure from Motion

Jeroen Kalkman, Alim Yolalmaz, Jos de Wit
article en
1 citations

Abstract

We show non-invasive 3D plant disease imaging using automated monocular vision-based structure from motion. We optimize the number of key points in an image pair by using a small angular step size and detection in the extra green channel. Furthermore, we upsample the images to increase the number of key points. With the same setup, we obtain functional fluorescence information that we map onto the 3D structural plant image, in this way obtaining a combined functional and 3D structural plant image using a single setup.

SensorsVol. 25(5)
Delft University of Technology (NL)
Nederlandse Organisatie voor Wetenschappelijk Onderzoek
Openalex Percentile: Top 17%
Smart Agriculture and AI
1.75
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