In this study, visible-near infrared spectroscopy and mid-infrared spectroscopy were compared to evaluate their applicability in classifying citrus leaves infected with canker and HLB from healthy citrus leaves. The visible-near infrared spectra in the range 350-2,500 nm and mid-infrared spectra in the range of 5.15-10.72 µm were collected from healthy and diseased (canker, HLB) leaves. Following the spectral data collection, the data were preprocessed and classification was performed using two classifiers, quadratic discriminant analysis (QDA) and k-nearest neighbor (kNN). The classifiers (QDA, kNN) resulted in an average overall and individual class classification accuracy of about 90% or more. Mid-infrared spectroscopy provided high ...
The overall objective of this work was to develop and evaluate computer vision and machine learning ...
A recently discovered fungal disease called citrus black spot, is threatening the Florida citrus ind...
The potential applications of Nerium oleander L. leaves for the extraction of bioactive molecules of...
In this study, visible-near infrared spectroscopy and mid-infrared spectroscopy were compared to eva...
Citrus diseases such as Huanglongbing (HLB) and citrus canker result in major production and economi...
In this paper, citrus brown spot, huanglongbing, canker, fuliginous, cercospora sp. and healthy leav...
Abstract Background Detection of plant diseases in a fast and simple way is crucial for timely disea...
Citrus canker is a serious disease caused by Xanthomonas citri subsp. citri bacteria, which infects ...
Rapid and early detection of Fire Blight as the most destructive bacterial disease of apple and pear...
Citrus canker is a serious disease caused by Xanthomonas citri subsp. citri bacteria, which infects ...
Laurel wilt (Lw) is a fatal disease. It is a vascular pathogen and is considered a major threat to t...
Basal stem rot (BSR) is a fatal fungal (Ganoderma) disease in oil palm plantations which has a signi...
Abstract Huanglongbing (HLB) is the most destructive disease of citrus worldwide. Monitoring of he...
Citrus tristeza virus (CTV) affects citrus crops with differing severity, depending on the viral str...
The development of systems for automatically detecting decay in citrus fruit during quality control ...
The overall objective of this work was to develop and evaluate computer vision and machine learning ...
A recently discovered fungal disease called citrus black spot, is threatening the Florida citrus ind...
The potential applications of Nerium oleander L. leaves for the extraction of bioactive molecules of...
In this study, visible-near infrared spectroscopy and mid-infrared spectroscopy were compared to eva...
Citrus diseases such as Huanglongbing (HLB) and citrus canker result in major production and economi...
In this paper, citrus brown spot, huanglongbing, canker, fuliginous, cercospora sp. and healthy leav...
Abstract Background Detection of plant diseases in a fast and simple way is crucial for timely disea...
Citrus canker is a serious disease caused by Xanthomonas citri subsp. citri bacteria, which infects ...
Rapid and early detection of Fire Blight as the most destructive bacterial disease of apple and pear...
Citrus canker is a serious disease caused by Xanthomonas citri subsp. citri bacteria, which infects ...
Laurel wilt (Lw) is a fatal disease. It is a vascular pathogen and is considered a major threat to t...
Basal stem rot (BSR) is a fatal fungal (Ganoderma) disease in oil palm plantations which has a signi...
Abstract Huanglongbing (HLB) is the most destructive disease of citrus worldwide. Monitoring of he...
Citrus tristeza virus (CTV) affects citrus crops with differing severity, depending on the viral str...
The development of systems for automatically detecting decay in citrus fruit during quality control ...
The overall objective of this work was to develop and evaluate computer vision and machine learning ...
A recently discovered fungal disease called citrus black spot, is threatening the Florida citrus ind...
The potential applications of Nerium oleander L. leaves for the extraction of bioactive molecules of...