[HTML][HTML] Feature engineering to identify plant diseases using image processing and artificial intelligence: A comprehensive review

SM Javidan, A Banakar, K Rahnama… - Smart Agricultural …, 2024 - Elsevier
Plant diseases can significantly reduce crop yield and product quality. Visual inspections of
plants by human observers for disease identification are time-consuming, costly, and prone …

AI-powered revolution in plant sciences: advancements, applications, and challenges for sustainable agriculture and food security

DK Gupta, A Pagani, P Zamboni… - Exploration of Foods …, 2024 - explorationpub.com
Artificial intelligence (AI) is revolutionizing plant sciences by enabling precise plant species
identification, early disease diagnosis, crop yield prediction, and precision agriculture …

Plant diseases classification based leaves image using convolutional neural network

SB Imanulloh, AR Muslikh… - Journal of Computing …, 2023 - eprints.unmer.ac.id
Plant disease is one of the problems in the world of agriculture. Early identification of plant
diseases can reduce the risk of loss, so automation is needed to speed up identification …

An Improved Detection Method for Crop & Fruit Leaf Disease under Real-Field Conditions

SK Noon, M Amjad, MA Qureshi, A Mannan, T Awan - AgriEngineering, 2024 - mdpi.com
Using deep learning-based tools in the field of agriculture for the automatic detection of plant
leaf diseases has been in place for many years. However, optimizing their use in the specific …

An Approach Towards Classifying Plant-Leaf Diseases and Comparisons with the Conventional Classification

A Shrotriya, AK Sharma, S Prabhu, AK Bairwa - IEEE Access, 2024 - ieeexplore.ieee.org
Plants play a crucial role in human history by providing essential resources such as food.
However, they are susceptible to various diseases like leaf blight, grey spots, and rust …

Fruit and vegetable leaf disease recognition based on a novel custom convolutional neural network and shallow classifier

SAF Naqvi, MA Khan, A Hamza, S Alsenan… - Frontiers in Plant …, 2024 - frontiersin.org
Fruits and vegetables are among the most nutrient-dense cash crops worldwide. Diagnosing
diseases in fruits and vegetables is a key challenge in maintaining agricultural products …

Smart agriculture system for plant disease detection and irrigation management using machine learning and IoT

S Islam, MZ Hasan, SA Kabir - 2023 5th International …, 2023 - ieeexplore.ieee.org
Food security and crop productivity are seriously threatened by plant diseases, which calls
for early identification and treatment. Researchers have been working for farmers using …

Artificial Intelligence Driven Smart Farming for Accurate Detection of Potato Diseases: A Systematic Review

A Kaur, GS Randhawa, F Abbas, M Ali, TJ Esau… - IEEE …, 2024 - ieeexplore.ieee.org
Agriculture can ensure food security and enhance monetary benefits if practiced with
modern technologies and supported with artificial intelligence (AI). Modern advancements in …

Diagnosis of Plant Leaf Disease using Vision Transformer

A Sundaraj, DP Isravel… - 2024 10th International …, 2024 - ieeexplore.ieee.org
In precision agriculture, it is crucial to have a reliable system for identifying diseases and
suggesting measures to maintain crop health and enhance yield performance. Addressing …