Benefits of hyperspectral imaging for plant disease detection and plant protection: a technical perspective

S Thomas, MT Kuska, D Bohnenkamp… - Journal of Plant …, 2018 - Springer
The detection and identification of plant diseases is crucial for an appropriate and targeted
application of plant protection measures in crop production. Recently, intensive research …

Measuring crops in 3D: using geometry for plant phenotyping

S Paulus - Plant methods, 2019 - Springer
Using 3D sensing for plant phenotyping has risen within the last years. This review provides
an overview on 3D traits for the demands of plant phenotyping considering different …

Plant disease detection by imaging sensors–parallels and specific demands for precision agriculture and plant phenotyping

AK Mahlein - Plant disease, 2016 - Am Phytopath Society
Early and accurate detection and diagnosis of plant diseases are key factors in plant
production and the reduction of both qualitative and quantitative losses in crop yield. Optical …

Color-, depth-, and shape-based 3D fruit detection

G Lin, Y Tang, X Zou, J Xiong, Y Fang - Precision Agriculture, 2020 - Springer
A novel detection algorithm based on color, depth, and shape information is proposed for
detecting spherical or cylindrical fruits on plants in natural environments and thus guiding …

Automatic apple recognition based on the fusion of color and 3D feature for robotic fruit picking

Y Tao, J Zhou - Computers and electronics in agriculture, 2017 - Elsevier
Accurate apple recognition is a vital step in the operation of robotic fruit picking. To improve
robot recognition ability and perception in three-dimensional (3D) space, an automatic …

Canopy occupation volume as an indicator of canopy photosynthetic capacity

F Liu, Q Song, J Zhao, L Mao, H Bu, Y Hu… - New …, 2021 - Wiley Online Library
Leaf angle and leaf area index together influence canopy light interception and canopy
photosynthesis. However, so far, there is no effective method to identify the optimal …

[HTML][HTML] Proximal sensing for geometric characterization of vines: A review of the latest advances

H Moreno, D Andújar - Computers and Electronics in Agriculture, 2023 - Elsevier
Several variables, including a rising human population, varying weather patterns in the
context of ongoing climate change, and the rapid worldwide spread of epidemics, all …

3D sorghum reconstructions from depth images identify QTL regulating shoot architecture

RF McCormick, SK Truong, JE Mullet - Plant physiology, 2016 - academic.oup.com
Dissecting the genetic basis of complex traits is aided by frequent and nondestructive
measurements. Advances in range imaging technologies enable the rapid acquisition of …

Peduncle detection of sweet pepper for autonomous crop harvesting—combined color and 3-D information

I Sa, C Lehnert, A English, C McCool… - IEEE Robotics and …, 2017 - ieeexplore.ieee.org
This letter presents a three-dimensional (3-D) visual detection method for the challenging
task of detecting peduncles of sweet peppers (Capsicum annuum) in the field. Cutting the …

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 …