Current state of hyperspectral remote sensing for early plant disease detection: A review

A Terentev, V Dolzhenko, A Fedotov, D Eremenko - Sensors, 2022 - mdpi.com
The development of hyperspectral remote sensing equipment, in recent years, has provided
plant protection professionals with a new mechanism for assessing the phytosanitary state of …

High-throughput estimation of crop traits: A review of ground and aerial phenotyping platforms

X Jin, PJ Zarco-Tejada, U Schmidhalter… - … and Remote Sensing …, 2020 - ieeexplore.ieee.org
Crop yields need to be improved in a sustainable manner to meet the expected worldwide
increase in population over the coming decades as well as the effects of anticipated climate …

Hyperspectral imaging technology for quality and safety evaluation of horticultural products: A review and celebration of the past 20-year progress

Y Lu, W Saeys, M Kim, Y Peng, R Lu - Postharvest Biology and Technology, 2020 - Elsevier
In the past 20 years, hyperspectral imaging has been widely investigated as an emerging,
promising technology for evaluating quality and safety of horticultural products. This …

Early detection of plant viral disease using hyperspectral imaging and deep learning

C Nguyen, V Sagan, M Maimaitiyiming… - Sensors, 2021 - mdpi.com
Early detection of grapevine viral diseases is critical for early interventions in order to
prevent the disease from spreading to the entire vineyard. Hyperspectral remote sensing …

UAV-based remote sensing technique to detect citrus canker disease utilizing hyperspectral imaging and machine learning

J Abdulridha, O Batuman, Y Ampatzidis - Remote Sensing, 2019 - mdpi.com
A remote sensing technique was developed to detect citrus canker in laboratory conditions
and was verified in the grove by utilizing an unmanned aerial vehicle (UAV). In the …

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 …

Hyper-spectral imaging technique in the cultural heritage field: New possible scenarios

M Picollo, C Cucci, A Casini, L Stefani - Sensors, 2020 - mdpi.com
Imaging spectroscopy technique was introduced in the cultural heritage field in the 1990s,
when a multi-spectral imaging system based on a Vidicon camera was used to identify and …

Quantitative and qualitative phenotyping of disease resistance of crops by hyperspectral sensors: seamless interlocking of phytopathology, sensors, and machine …

AK Mahlein, MT Kuska, S Thomas… - Current opinion in plant …, 2019 - Elsevier
Highlights•Digital phenotyping technologies support characterization of crop resistance
against plant pathogens.•Recent studies investigated specific resistance reaction or disease …

Compact and ultracompact spectral imagers: technology and applications in biomedical imaging

MH Tran, B Fei - Journal of biomedical optics, 2023 - spiedigitallibrary.org
Significance Spectral imaging, which includes hyperspectral and multispectral imaging, can
provide images in numerous wavelength bands within and beyond the visible light …