Multiclass classifier based on deep learning for detection of citrus disease using fluorescence imaging spectroscopy
RFO Neves, CB Wetterich, EPM Sousa… - Laser …, 2023 - iopscience.iop.org
In this work, we have combined fluorescence imaging spectroscopy (FIS) and supervised
learning methods to identify and discriminate between citrus canker, Huanglongbing, and …
learning methods to identify and discriminate between citrus canker, Huanglongbing, and …
Detection of Huanglongbing disease based on intensity-invariant texture analysis of images in the visible spectrum
W Gómez-Flores, JJ Garza-Saldaña… - … and Electronics in …, 2019 - Elsevier
Huanglongbing (HLB) is considered one of the most threatening diseases for citrus
production and has caused economic damage in many countries around the world. Hence …
production and has caused economic damage in many countries around the world. Hence …
Wavelength and polarization affect phototaxis of the Asian citrus psyllid
The Asian citrus psyllid, Diaphorina citri Kuwayama (Hemiptera: Liviidae), is a primary pest
of citrus due to its status as a vector of the citrus disease, huanglongbing. We evaluated the …
of citrus due to its status as a vector of the citrus disease, huanglongbing. We evaluated the …
Comparative identification of citrus huanglongbing by analyzing leaves using laser-induced breakdown spectroscopy and near-infrared spectroscopy
F Xu, Z Hao, L Huang, M Liu, T Chen, J Chen, L Zhang… - Applied Physics B, 2020 - Springer
In this work, laser-induced breakdown spectroscopy (LIBS), near-infrared spectroscopy
(NIR), and LIBS joint NIR (LIBS–NIR) were investigated for the identification of citrus …
(NIR), and LIBS joint NIR (LIBS–NIR) were investigated for the identification of citrus …
Towards autonomous phytopathology: Outcomes and challenges of citrus greening disease detection through close-range remote sensing
Unmanned aerial vehicles (UAVs) have the potential to significantly impact early detection
and monitoring of plant diseases. In this paper, we present preliminary work in developing a …
and monitoring of plant diseases. In this paper, we present preliminary work in developing a …
Deep learning based multiclass classification for citrus anomaly detection in agriculture
E Ergün - Signal, Image and Video Processing, 2024 - Springer
In regions where citrus crops are threatened by diseases caused by fungi, bacteria, pests
and viruses, growers are actively seeking automated technologies that can accurately detect …
and viruses, growers are actively seeking automated technologies that can accurately detect …
Evaluation of the nutritional changes caused by Huanglongbing (HLB) to citrus plants using laser-induced breakdown spectroscopy
AC Ranulfi, RA Romano… - Applied …, 2017 - journals.sagepub.com
Huanglongbing (HLB) is the most recent and destructive bacterial disease of citrus and has
no cure yet. A promising alternative to conventional methods is to use laser-induced …
no cure yet. A promising alternative to conventional methods is to use laser-induced …
[图书][B] Precision agriculture for sustainability.
J Stafford - 2018 - cabidigitallibrary.org
This book contains 18 chapters and reviews key advances in precision agriculture
technology and applications. The chapters summarize developments in monitoring …
technology and applications. The chapters summarize developments in monitoring …
Identification of citrus Huanglongbing disease at the pre-symptomatic stage using polarized imaging technique
A Pourreza, WS Lee, E Etxeberria, Y Zhang - IFAC-PapersOnLine, 2016 - Elsevier
Huanglongbing (HLB), also known as yellow shoot or citrus greening, is a devastating
disease, associated with 'Candidatus Liberibacter asiaticus (CLas).'Unfortunately, there is …
disease, associated with 'Candidatus Liberibacter asiaticus (CLas).'Unfortunately, there is …