Identifying multiple plant diseases using digital image processing

JGA Barbedo, LV Koenigkan, TT Santos - Biosystems engineering, 2016 - Elsevier
Highlights•An algorithm for identifying multiple plant diseases is proposed.•It is based on
image processing applied to conventional colour images.•It does not depend on any input or …

A new automatic method for disease symptom segmentation in digital photographs of plant leaves

JGA Barbedo - European journal of plant pathology, 2017 - Springer
The segmentation of symptoms during image analysis of diseased plant leaves is an
essential process for detection and classification of diseases. However, there are challenges …

Acquiring and preprocessing leaf images for automated plant identification: understanding the tradeoff between effort and information gain

M Rzanny, M Seeland, J Wäldchen, P Mäder - Plant methods, 2017 - Springer
Background Automated species identification is a long term research subject. Contrary to
flowers and fruits, leaves are available throughout most of the year. Offering margin and …

A novel algorithm for semi-automatic segmentation of plant leaf disease symptoms using digital image processing

JGA Barbedo - Tropical Plant Pathology, 2016 - Springer
A new computer algorithm is proposed to differentiate signs and symptoms of plant disease
from asymptomatic tissues in plant leaves. The simple algorithm manipulates the histograms …

Tree leaves extraction in natural images: Comparative study of preprocessing tools and segmentation methods

M Grand-Brochier, A Vacavant, G Cerutti… - … on Image Processing, 2015 - ieeexplore.ieee.org
In this paper, we propose a comparative study of various segmentation methods applied to
the extraction of tree leaves from natural images. This study follows the design of a mobile …

Segmentation of cotton leaf images using a modified chan vese method

BM Patil, V Burkpalli - Multimedia Tools and Applications, 2022 - Springer
Segmenting the leaf images from the complex background is the current research topic. So,
in this paper, we propose an algorithm to segment the leaf image from the natural …

Leaf analysis for plant recognition

A Sahay, M Chen - 2016 7th IEEE International Conference on …, 2016 - ieeexplore.ieee.org
Plants are essential resources for nature and people's lives. Plant recognition provides
valuable information for plant research and development, and has great impact on …

Identifying central features of cotton leaves in digital images with difficult backgrounds

JGA Barbedo - IEEE Latin America Transactions, 2015 - ieeexplore.ieee.org
Many digital image processing techniques applied to agricultural problems have as main
target the leaves of certain species of plants. The most basic task in such a context is to …

FSCformernet: A Fourier-Transformer UNet for Efficient Semantic Segmentation of Plant Leaf

J Deng, Y Wang, C Zhang - International Conference on Intelligent …, 2024 - Springer
Plant leaf semantic segmentation technology is of great significance in monitoring and
analyzing plant growth conditions, disease occurrence, and physiological responses …

About the impact of pre-processing tools on segmentation methods applied for tree leaves extraction

M Grand-Brochier, A Vacavant, R Strand… - … on Computer Vision …, 2014 - ieeexplore.ieee.org
In this paper, we present a comparative study highlighting the improvements provided by pre-
processing tools, such as input stroke or use of distance map for segmentation approaches …