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 …

Current and future applications of statistical machine learning algorithms for agricultural machine vision systems

TU Rehman, MS Mahmud, YK Chang, J **… - … and electronics in …, 2019 - Elsevier
With being rapid increasing population in worldwide, the need for satisfactory level of crop
production with decreased amount of agricultural lands. Machine vision would ensure the …

Analysis of transfer learning for deep neural network based plant classification models

A Kaya, AS Keceli, C Catal, HY Yalic, H Temucin… - … and electronics in …, 2019 - Elsevier
Plant species classification is crucial for biodiversity protection and conservation. Manual
classification is time-consuming, expensive, and requires experienced experts who are often …

Plant disease detection using machine learning

S Ramesh, R Hebbar, M Niveditha… - … innovations for 3Cs …, 2018 - ieeexplore.ieee.org
Crop diseases are a noteworthy risk to sustenance security, however their quick
distinguishing proof stays troublesome in numerous parts of the world because of the non …

Establishing a citywide street tree inventory with street view images and computer vision techniques

D Liu, Y Jiang, R Wang, Y Lu - Computers, Environment and Urban …, 2023 - Elsevier
Trees in urban areas have diverse ecological, social, and health benefits. The establishment
of up-to-date and accurate street-tree inventories that list the species and locations of …

Plant species identification using computer vision techniques: a systematic literature review

J Wäldchen, P Mäder - Archives of computational methods in engineering, 2018 - Springer
Species knowledge is essential for protecting biodiversity. The identification of plants by
conventional keys is complex, time consuming, and due to the use of specific botanical …

Plant classification using convolutional neural networks

H Yalcin, S Razavi - 2016 Fifth International Conference on …, 2016 - ieeexplore.ieee.org
Application of the benefits of modern computing technology to improve the efficiency of
agricultural fields is inevitable with growing concerns about increasing world population and …

Deep learning for plant species classification using leaf vein morphometric

J Wei Tan, SW Chang, S Abdul-Kareem… - … ACM transactions on …, 2018 - ieeexplore.ieee.org
An automated plant species identification system could help botanists and layman in
identifying plant species rapidly. Deep learning is robust for feature extraction as it is …

Plant leaf recognition using texture and shape features with neural classifiers

J Chaki, R Parekh, S Bhattacharya - Pattern Recognition Letters, 2015 - Elsevier
This paper proposes a novel methodology of characterizing and recognizing plant leaves
using a combination of texture and shape features. Texture of the leaf is modeled using …

Survey of feature extraction and classification techniques to identify plant through leaves

S Sachar, A Kumar - Expert Systems with Applications, 2021 - Elsevier
This paper provides a comprehensive survey of various techniques used in computer vision
for the automatic identification of plants with the help of leaf images. The extracted …