X-ray computed tomography for 3D plant imaging
A Piovesan, V Vancauwenberghe… - Trends in Plant …, 2021 - cell.com
X-ray computed tomography (CT) is a valuable tool for 3D imaging of plant tissues and
organs. Applications include the study of plant development and organ morphogenesis, as …
organs. Applications include the study of plant development and organ morphogenesis, as …
Advances in optical phenotyping of cereal crops
Optical sensors and sensing-based phenotyping techniques have become mainstream
approaches in high-throughput phenotyping for improving trait selection and genetic gains …
approaches in high-throughput phenotyping for improving trait selection and genetic gains …
[HTML][HTML] TCP transcription factors in plant reproductive development: juggling multiple roles
IL Viola, DH Gonzalez - Biomolecules, 2023 - mdpi.com
TEOSINTE BRANCHED1/CYCLOIDEA/PROLIFERATING CELL FACTOR (TCP)
transcription factors (TFs) are plant-specific transcriptional regulators exerting multiple …
transcription factors (TFs) are plant-specific transcriptional regulators exerting multiple …
Direct and accurate feature extraction from 3D point clouds of plants using RANSAC
M Ghahremani, K Williams, F Corke… - … and Electronics in …, 2021 - Elsevier
While point clouds hold promise for measuring the geometrical features of 3D objects, their
application to plants remains problematic. Plants are three dimensional (3D) organisms …
application to plants remains problematic. Plants are three dimensional (3D) organisms …
[HTML][HTML] How to make sense of 3D representations for plant phenotyping: a compendium of processing and analysis techniques
N Harandi, B Vandenberghe, J Vankerschaver… - Plant Methods, 2023 - Springer
Computer vision technology is moving more and more towards a three-dimensional
approach, and plant phenotyping is following this trend. However, despite its potential, the …
approach, and plant phenotyping is following this trend. However, despite its potential, the …
X-ray microscopy enables multiscale high-resolution 3D imaging of plant cells, tissues, and organs
Capturing complete internal anatomies of plant organs and tissues within their relevant
morphological context remains a key challenge in plant science. While plant growth and …
morphological context remains a key challenge in plant science. While plant growth and …
Large-scale field phenotyping using backpack LiDAR and CropQuant-3D to measure structural variation in wheat
Y Zhu, G Sun, G Ding, J Zhou, M Wen, S Jin… - Plant …, 2021 - academic.oup.com
Plant phenomics bridges the gap between traits of agricultural importance and genomic
information. Limitations of current field-based phenotyping solutions include mobility …
information. Limitations of current field-based phenotyping solutions include mobility …
[HTML][HTML] Deep segmentation of point clouds of wheat
M Ghahremani, K Williams, FMK Corke… - Frontiers in Plant …, 2021 - frontiersin.org
The 3D analysis of plants has become increasingly effective in modeling the relative
structure of organs and other traits of interest. In this paper, we introduce a novel pattern …
structure of organs and other traits of interest. In this paper, we introduce a novel pattern …
[HTML][HTML] High-throughput phenotyping of morphological seed and fruit characteristics using X-ray computed tomography
Traditional seed and fruit phenotyping are mainly accomplished by manual measurement or
extraction of morphological properties from two-dimensional images. These methods are not …
extraction of morphological properties from two-dimensional images. These methods are not …
[HTML][HTML] TopoRoot: a method for computing hierarchy and fine-grained traits of maize roots from 3D imaging
Background 3D imaging, such as X-ray CT and MRI, has been widely deployed to study
plant root structures. Many computational tools exist to extract coarse-grained features from …
plant root structures. Many computational tools exist to extract coarse-grained features from …