Phytopathology · 1998 · 71 citations · 15 references
AgriculturePlant PathologyPlant SciencesComputer VisionPlant Disease DiagnosisPlant VirologyDisease AssessmentDisease DetectionDisease DiagnosisDisease Severity AssessmentImage AnalysisPlant Virus DetectionAssessmentsDisease Severity EstimationDisease Severity IndexImage-based Disease Severity AssessmentLeaf Area EstimationPathogen-host InteractionsPrecisionVisual Disease Rating
ABSTRACT We investigated the use of computer-assisted image analysis techniques for the objective quantification of maize streak virus (MSV) symptoms in Zea mays. We compared independent duplicate evaluations of chlorotic lesion areas occurring on MSV-infected leaves using visual assessment, a commercial image analysis system, and a custom image analysis system employing software developed in our laboratory. Relative to visual assessments of disease severity, computer-assisted image analysis employing both the commercial and custom systems provided significant enhancements in the accuracy and precision of chlorotic area estimations. The commercial image analysis system afforded no significant improvement in precision or accuracy over the custom system. An important advantage of examining images using the custom-written software was that the software permitted a high degree of analysis automation. Digitized images of maize leaves could be automatically analyzed by the custom software five times faster than, and with the same precision and accuracy as, when the same images were analyzed with the commercial software. Because of the flexibility of the image analysis techniques described, they should be applicable to the measurement of symptom severity in other plant host-pathogen combinations.
15
An Improved Grading System for Measuring Plant Diseases
J. G. Horsfall, R. W. Barratt · Phytopathology · 2025 · 873 citations · Full text
Agrobacterium-mediated delivery of infectious maize streak virus into maize plants
Nigel Grimsley, Thomas Höhn, Jeffrey W. Davies et al. · Nature · 1987 · 391 citations