[HTML][HTML] From visual estimates to fully automated sensor-based measurements of plant disease severity: status and challenges for improving accuracy

CH Bock, JGA Barbedo, EM Del Ponte… - Phytopathology …, 2020 - Springer
The severity of plant diseases, traditionally the proportion of the plant tissue exhibiting
symptoms, is a key quantitative variable to know for many diseases and is prone to error …

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 …

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 …

[HTML][HTML] Remote sensing image fusion on 3D scenarios: A review of applications for agriculture and forestry

JM Jurado, A López, L Pádua, JJ Sousa - International journal of applied …, 2022 - Elsevier
Abstract Three-dimensional (3D) image mapping of real-world scenarios has a great
potential to provide the user with a more accurate scene understanding. This will enable …

[HTML][HTML] Specim IQ: evaluation of a new, miniaturized handheld hyperspectral camera and its application for plant phenotyping and disease detection

J Behmann, K Acebron, D Emin, S Bennertz… - Sensors, 2018 - mdpi.com
Hyperspectral imaging sensors are promising tools for monitoring crop plants or vegetation
in different environments. Information on physiology, architecture or biochemistry of plants …

[HTML][HTML] Potato virus Y detection in seed potatoes using deep learning on hyperspectral images

G Polder, PM Blok, HAC De Villiers… - Frontiers in plant …, 2019 - frontiersin.org
Virus diseases are of high concern in the cultivation of seed potatoes. Once found in the
field, virus diseased plants lead to declassification or even rejection of the seed lots resulting …

[HTML][HTML] Close-range hyperspectral imaging of whole plants for digital phenotyping: Recent applications and illumination correction approaches

P Mishra, S Lohumi, HA Khan, A Nordon - Computers and Electronics in …, 2020 - Elsevier
Digital plant phenotyping is emerging as a key research domain at the interface of
information technology and plant science. Digital phenotyping aims to deploy high-end non …

Hyperspectral imaging and 3D technologies for plant phenotyping: From satellite to close-range sensing

H Liu, B Bruning, T Garnett, B Berger - Computers and Electronics in …, 2020 - Elsevier
High-throughput phenotyping technologies in controlled environments or field conditions
have proven to be extremely useful in unravelling key quantitative traits of plants for …

[HTML][HTML] 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 …

[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 …