ArticleFrontiers in plant science2016
3D Surface Reconstruction of Plant Seeds by Volume Carving: Performance and Accuracies.
Article in Frontiers in plant science, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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Who cites it
14 citing papers in PubMed.
- Seed-to-plant-tracking: automated phenotyping of seeds and corresponding plants of Arabidopsis.Frontiers in plant science · 2025Article
- Digital techniques and trends for seed phenotyping using optical sensors.Journal of advanced research · 2024Review
- A Pathway to Assess Genetic Variation of Wheat Germplasm by Multidimensional Traits with Digital Images.Plant phenomics (Washington, D.C.) · 2023Article
- Plant multiscale networks: charting plant connectivity by multi-level analysis and imaging techniques.Science China. Life sciences · 2021Review
- Low-cost grain sorting technologies to reduce mycotoxin contamination in maize and groundnut.Food control · 2020Article
- Voxel carving-based 3D reconstruction of sorghum identifies genetic determinants of light interception efficiency.Plant direct · 2020Article
- Precise Volumetric Measurements of Any Shaped Objects with a Novel Acoustic Volumeter.Sensors (Basel, Switzerland) · 2020Article
- Cytokinins: Their Impact on Molecular and Growth Responses to Drought Stress and Recovery inFrontiers in plant science · 2018Article
- Volatilomics: a non-invasive technique for screening plant phenotypic traits.Plant methods · 2018Article
- Non-destructive, high-content analysis of wheat grain traits using X-ray micro computed tomography.Plant methods · 2017Article
- Fast High Resolution Volume Carving for 3D Plant Shoot Reconstruction.Frontiers in plant science · 2017Article
- phenoSeeder - A Robot System for Automated Handling and Phenotyping of Individual Seeds.Plant physiology · 2016Article
- Evaluation of the SeedCounter, A Mobile Application for Grain Phenotyping.Frontiers in plant science · 2016Article
- 3D Surface Reconstruction of Plant Seeds by Volume Carving: Performance and Accuracies.Frontiers in plant science · 2016Article
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
We describe a method for 3D reconstruction of plant seed surfaces, focusing on small seeds with diameters as small as 200 μm. The method considers robotized systems allowing single seed handling in order to rotate a single seed in front of a camera. Even though such systems feature high position repeatability, at sub-millimeter object scales, camera pose variations have to be compensated. We do this by robustly estimating the tool center point from each acquired image. 3D reconstruction can then be performed by a simple shape-from-silhouette approach. In experiments we investigate runtimes, theoretically achievable accuracy, experimentally achieved accuracy, and show as a proof of principle that the proposed method is well sufficient for 3D seed phenotyping purposes.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.