Plant phenomics: An overview of image acquisition technologies and image data analysis algorithms

F Perez-Sanz, PJ Navarro, M Egea-Cortines - GigaScience, 2017 - academic.oup.com
The study of phenomes or phenomics has been a central part of biology. The field of
automatic phenotype acquisition technologies based on images has seen an important …

Efficient and automated herbs classification approach based on shape and texture features using deep learning

A Muneer, SM Fati - IEEE Access, 2020 - ieeexplore.ieee.org
Recognizing the desired herb among thousands of herbs is an exhausting and time-
consuming practice. Hence, herbs identification via a vision system is beneficial since the …

A survey of computer-based vision systems for automatic identification of plant species

OH Babatunde, L Armstrong, J Leng… - Journal of Agricultural …, 2015 - journal.magisz.org
Plants are unavoidable for the existence of most living things on this planet. There are many
needs of both humans and animals that are satisfied by materials from plants. These needs …

Improved probabilistic neural networks with self-adaptive strategies for transformer fault diagnosis problem

JH Yi, J Wang, GG Wang - Advances in Mechanical …, 2016 - journals.sagepub.com
Probabilistic neural network has successfully solved all kinds of engineering problems in
various fields since it is proposed. In probabilistic neural network, Spread has great …

Human–Machine interaction using probabilistic neural network for light communication systems

J Webber, A Mehbodniya, R Teng, A Arafa - Electronics, 2022 - mdpi.com
Hand gestures are a natural and efficient means to control systems and are one of the
promising but challenging areas of human–machine interaction (HMI). We propose a system …

Automatic vision based classification system using DNN and SVM classifiers

V Durairajah, S Gobee, A Muneer - 2018 3rd International …, 2018 - ieeexplore.ieee.org
In this paper, we construct an automatic classification vision system that is designed to
recognize Malaysian herbs that are typically used for medical or culinary purposes. The …

A 3-way hybrid approach to generate a new high-quality chimpanzee reference genome (Pan_tro_3. 0)

LFK Kuderna, C Tomlinson, LDW Hillier, A Tran… - …, 2017 - academic.oup.com
The chimpanzee is arguably the most important species for the study of human origins. A
key resource for these studies is a high-quality reference genome assembly; however, as …

[PDF][PDF] Comparative analysis of genetic algorithm and particle swam optimization: An application in precision agriculture

O Babatunde, L Armstrong, J Leng… - Asian Journal of …, 2015 - researchgate.net
This article details the exploration and application of Genetic Algorithm (GA) and Particle
Swam Optimization (PSO) for the wrapper-based feature selection. Particularly a …

A neuronal classification system for plant leaves using genetic image segmentation

O Babatunde, L Armstrong, D Diepeveen, J Leng - 2015 - ro.ecu.edu.au
This paper demonstrates the use of radial basis networks (RBF), cellular neural networks
(CNN) and genetic algorithm (GA) for automatic classication of plant leaves. A genetic …

A computer-based vision systems for automatic identification of plant species using kNN and genetic PCA

OH Babatunde, L Armstrong, J Leng… - Journal of Agricultural …, 2015 - journal.magisz.org
Precision farming involves integration of different areas of disciplines to lower production
costs and improve productivity. One major arm of precision farming or agriculture is the …