[HTML][HTML] Plant trait estimation and classification studies in plant phenotyping using machine vision–A review

S Kolhar, J Jagtap - Information Processing in Agriculture, 2023 - Elsevier
Today there is a rapid development taking place in phenotyping of plants using non-
destructive image based machine vision techniques. Machine vision based plant …

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 …

Automatic organ-level point cloud segmentation of maize shoots by integrating high-throughput data acquisition and deep learning

Y Li, W Wen, T Miao, S Wu, Z Yu, X Wang, X Guo… - … and Electronics in …, 2022 - Elsevier
Point cloud segmentation is essential for studying the 3D spatial characteristics of plants.
Notably, the segmentation accuracy greatly impacts subsequent 3D plant phenotypes …

A single plant segmentation method of maize point cloud based on Euclidean clustering and K-means clustering

Y Miao, S Li, L Wang, H Li, R Qiu, M Zhang - Computers and Electronics in …, 2023 - Elsevier
It is very important to study the correlation between phenotypic information and genetic
information of population maize plants for breeding good maize varieties. How to separate …

3D modeling and reconstruction of plants and trees: A cross-cutting review across computer graphics, vision, and plant phenotyping

F Okura - Breeding Science, 2022 - jstage.jst.go.jp
This paper reviews the past and current trends of three-dimensional (3D) modeling and
reconstruction of plants and trees. These topics have been studied in multiple research …

Implementation of an algorithm for automated phenotyping through plant 3D-modeling: A practical application on the early detection of water stress

R Rossi, S Costafreda-Aumedes, L Leolini… - … and Electronics in …, 2022 - Elsevier
High-throughput plant phenotyping requires integrated image-based tools for automated
and simultaneous quantification of multiple morphological and physiological traits, which are …

3D reconstruction method for tree seedlings based on point cloud self-registration

T Yang, J Ye, S Zhou, A Xu, J Yin - Computers and Electronics in …, 2022 - Elsevier
The 3D reconstruction of tree seedlings can help to assess phenotypic architectures,
conceive virtual urban landscapes and design computer games. The existing multicamera …

Soybean-MVS: annotated three-dimensional model dataset of whole growth period soybeans for 3D plant organ segmentation

Y Sun, Z Zhang, K Sun, S Li, J Yu, L Miao, Z Zhang… - Agriculture, 2023 - mdpi.com
The study of plant phenotypes based on 3D models has become an important research
direction for automatic plant phenotype acquisition. Building a labeled three-dimensional …

Three-dimensional reconstruction and phenotype measurement of maize seedlings based on multi-view image sequences

Y Li, J Liu, B Zhang, Y Wang, J Yao, X Zhang… - Frontiers in plant …, 2022 - frontiersin.org
As an important method for crop phenotype quantification, three-dimensional (3D)
reconstruction is of critical importance for exploring the phenotypic characteristics of crops …

High‐throughput phenotyping for breeding targets—Current status and future directions of strawberry trait automation

KMF James, DJ Sargent, A Whitehouse… - Plants, People …, 2022 - Wiley Online Library
Societal Impact Statement Strawberry breeders are faced with increasing demands by
propagators, growers, retailers and consumers for particular agronomic traits. This and the …