Trends in vision-based machine learning techniques for plant disease identification: A systematic review

PS Thakur, P Khanna, T Sheorey, A Ojha - Expert Systems with …, 2022 - Elsevier
Globally, all the major crops are significantly affected by diseases every year, as manual
inspection across diverse fields is time-consuming, tedious, and requires expert knowledge …

A comprehensive survey on support vector machine classification: Applications, challenges and trends

J Cervantes, F Garcia-Lamont, L Rodríguez-Mazahua… - Neurocomputing, 2020 - Elsevier
In recent years, an enormous amount of research has been carried out on support vector
machines (SVMs) and their application in several fields of science. SVMs are one of the …

VGG-ICNN: A Lightweight CNN model for crop disease identification

PS Thakur, T Sheorey, A Ojha - Multimedia Tools and Applications, 2023 - Springer
Crop diseases cause a substantial loss in the quantum and quality of agricultural production.
Regular monitoring may help in early stage disease detection an d thereby reduction in crop …

Color image cryptosystem based on sine chaotic map, 4D chen hyperchaotic map of fractional-order and hybrid DNA coding

W Alexan, M Gabr, E Mamdouh, R Elias… - Ieee …, 2023 - ieeexplore.ieee.org
With advancements in computer and communication technologies, the production, utilization
and applications of digital images is at an unprecedented rate. Recent applications include …

Grape leaf disease identification using improved deep convolutional neural networks

B Liu, Z Ding, L Tian, D He, S Li, H Wang - Frontiers in plant science, 2020 - frontiersin.org
Anthracnose, brown spot, mites, black rot, downy mildew, and leaf blight are six common
grape leaf pests and diseases, which cause severe economic losses to the grape industry …

MEAN-SSD: A novel real-time detector for apple leaf diseases using improved light-weight convolutional neural networks

H Sun, H Xu, B Liu, D He, J He, H Zhang… - … and Electronics in …, 2021 - Elsevier
Abstract Alternaria blotch, Brown spot, Mosaic, Grey spot, and Rust are 5 common apple leaf
diseases that severely impact apple production and quality. At present, although many CNN …

Applications of fractional calculus in computer vision: a survey

S Arora, T Mathur, S Agarwal, K Tiwari, P Gupta - Neurocomputing, 2022 - Elsevier
Fractional calculus is an abstract idea exploring interpretations of differentiation having non-
integer order. For a very long time, it was considered as a topic of mere theoretical interest …

PlaNet: a robust deep convolutional neural network model for plant leaves disease recognition

M Khanna, LK Singh, S Thawkar, M Goyal - Multimedia Tools and …, 2024 - Springer
Researchers are looking for new ideas that can greatly increase the amount of food grown
while also cutting costs. For precision agriculture to work, pests, weeds, and diseases must …

Novel encryption for color images using fractional-order hyperchaotic system

KM Hosny, ST Kamal, MM Darwish - Journal of Ambient Intelligence and …, 2022 - Springer
The fractional-order functions show better performance than their corresponding integer-
order functions in various image processing applications. In this paper, the authors propose …