Plant disease detection using computational intelligence and image processing

VK Vishnoi, K Kumar, B Kumar - Journal of Plant Diseases and Protection, 2021 - Springer
Agriculture is the most primary and indispensable source to furnish national income of
numerous countries including India. Diseases in plants/crops are the serious causes in …

Digital image processing techniques for detecting, quantifying and classifying plant diseases

JG Arnal Barbedo - SpringerPlus, 2013 - Springer
This paper presents a survey on methods that use digital image processing techniques to
detect, quantify and classify plant diseases from digital images in the visible spectrum …

Plants disease identification and classification through leaf images: A survey

S Kaur, S Pandey, S Goel - Archives of Computational Methods in …, 2019 - Springer
The symptoms of plant diseases are evident in different parts of a plant; however leaves are
found to be the most commonly observed part for detecting an infection. Researchers have …

Detection and classification of rice plant diseases

HB Prajapati, JP Shah… - Intelligent Decision …, 2017 - content.iospress.com
Identification of diseases from the images of a plant is one of the interesting research areas
in the agriculture field, for which machine learning concepts of computer field can be …

Study of digital image processing techniques for leaf disease detection and classification

G Dhingra, V Kumar, HD Joshi - Multimedia Tools and Applications, 2018 - Springer
In this paper, we address a comprehensive study on disease recognition and classification
of plant leafs using image processing methods. The traditional manual visual quality …

AI based rice leaf disease identification enhanced by Dynamic Mode Decomposition

KM Sudhesh, V Sowmya, S Kurian, OK Sikha - Engineering Applications of …, 2023 - Elsevier
This paper considers the task of rice leaf disease identification using transfer-learned deep
learning models. The similarity between various symptoms and the inability to distinguish …

Image processing techniques for diagnosing rice plant disease: a survey

PK Sethy, NK Barpanda, AK Rath, SK Behera - Procedia Computer Science, 2020 - Elsevier
Over the past decades, rice crops are crucially admitted as one of the powerful energy
streams for the production of resources. Rice plant diseases are considered as a raising …

[PDF][PDF] Crop leaf disease detection and classification using machine learning and deep learning algorithms by visual symptoms: A review

P Vasavi, A Punitha, TVN Rao - International Journal of Electrical and …, 2022 - core.ac.uk
A quick and precise crop leaf disease detection is important to increasing agricultural yield
in a sustainable manner. We present a comprehensive overview of recent research in the …

An effective feature extraction method for rice leaf disease classification

MA Azim, MK Islam, MM Rahman… - … Electronics and Control …, 2021 - telkomnika.uad.ac.id
Our society is getting more and more technology dependent day by day. Nevertheless,
agriculture is imperative for our survival. Rice is one of the primary food grains. It provides …

Identifying plant diseases using deep transfer learning and enhanced lightweight network

J Chen, D Zhang, YA Nanehkaran - Multimedia tools and applications, 2020 - Springer
Plant diseases can cause significant reductions in both the quality and quantity of
agricultural products, and they have a disastrous impact on the safety of food production. In …