Application of Convolutional Neural Networks in Weed Detection and Identification: A Systematic Review

OL García-Navarrete, A Correa-Guimaraes… - Agriculture, 2024 - mdpi.com
Weeds are unwanted and invasive plants that proliferate and compete for resources such as
space, water, nutrients, and sunlight, affecting the quality and productivity of the desired …

Efficient Harris Hawk optimization (HHO)-based framework for accurate skin cancer prediction

WN Ismail, HA Alsalamah - Mathematics, 2023 - mdpi.com
The prediction of skin cancer poses a number of challenges due to the differences in visual
characteristics between melanoma, basal cell carcinomas, and squamous cell carcinomas …

Morning Glory Flower Detection in Aerial Images Using Semi-Supervised Segmentation with Gaussian Mixture Models

SK Valicharla, J Wang, X Li, S Gururajan… - AgriEngineering, 2024 - mdpi.com
The invasive morning glory, Ipomoea purpurea (Convolvulaceae), poses a mounting
challenge in vineyards by hindering grape harvest and as a secondary host of disease …

Multispectral Fine-Grained Classification of Blackgrass in Wheat and Barley Crops

M Darbyshire, S Coutts, E Hammond… - arXiv preprint arXiv …, 2024 - arxiv.org
As the burden of herbicide resistance grows and the environmental repercussions of
excessive herbicide use become clear, new ways of managing weed populations are …

Modeling of Artificial Intelligence-Based Automated Climate Control with Energy Consumption Using Optimal Ensemble Learning on a Pixel Non-Uniformity Metro …

S Justin, W Saleh, MMA Lashin, HM Albalawi - Sustainability, 2023 - mdpi.com
Climate control in a pixel non-uniformity metro system includes regulating the air, humidity,
and temperature quality within metro trains and stations to ensure passenger comfort and …

Sparrow Search Algorithm With Stacked Deep Learning Based Medical Image Analysis for Pancreatic Cancer Detection and Classification

JVN Ramesh, T Abirami, T Gopalakrishnan… - IEEE …, 2023 - ieeexplore.ieee.org
Medical image analysis for pancreatic cancer (PC) classification and recognition is a vital
domain of research and medical practices. PC is challenging to diagnose and treat; medical …

Quality Analysis of Unmanned Aerial Vehicle Images Using a Resolution Target

JH Kim, SM Sung - Applied Sciences, 2024 - mdpi.com
Unmanned aerial vehicle (UAV) photogrammetry is an emerging means of acquiring high-
precision rapid spatial information and data because it is cost-effective and highly efficient …

Metaheuristic-based automated design of Convolutional Neural Network architecture for plant seedlings classification

W Aliouat, L Badis, K Bouchiba - 2023 5th International …, 2023 - ieeexplore.ieee.org
Recently, Convolutional Neural Network (CNN) has been successfully applied in various
fields and it is also being applied to the field of agriculture. The use of CNN for automatic …