A research review on deep learning combined with hyperspectral Imaging in multiscale agricultural sensing

L Shuai, Z Li, Z Chen, D Luo, J Mu - Computers and Electronics in …, 2024 - Elsevier
Efficient and automated data acquisition techniques, as well as intelligent and accurate data
processing and analysis techniques, are essential for the advancement of precision …

A brief review on flexible electronics for IoT: Solutions for sustainability and new perspectives for designers

G Scandurra, A Arena, C Ciofi - Sensors, 2023 - mdpi.com
The Internet of Things (IoT) is gaining more and more popularity and it is establishing itself in
all areas, from industry to everyday life. Given its pervasiveness and considering the …

Fast and accurate multi-classification of kiwi fruit disease in leaves using deep learning approach

D Banerjee, V Kukreja, S Hariharan… - … on Innovative Data …, 2023 - ieeexplore.ieee.org
Kiwi leaf disease manual detection is a time-consuming method that typically calls for the
understanding of actual professionals. This study presents a machine learning approach for …

Hybrid CNN-SVM Approach with Regularization for Accurate Classification of Images: A Case Study on Rudraksha Beads

D Banerjee, V Kukreja, S Hariharan… - 2023 International …, 2023 - ieeexplore.ieee.org
Based on the results obtained from the classification of the different types of Rudraksha
beads using Based on the convolutional neural network model, it can be inferred that the …

Enabling technologies in smart agriculture: A way forward towards future fields

C Prabha, A Pathak - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
Smart agriculture, now widely known as precision agriculture or smart farming, is the use of
advanced technologies for the optimization of crop yields and reducing inputs. Despite …

An Intelligent Framework for Grassy Shoot Disease Severity Detection and Classification in Sugarcane Crop

D Banerjee, V Kukreja, S Hariharan… - … on Applied Artificial …, 2023 - ieeexplore.ieee.org
The Grassy Shoot Disease is a severe problem in sugarcane crops, affecting their
productivity and causing significant economic losses. The research aims to introduce a …

Smart Framework for Quality Check and Determination of Adulterants in Saffron Using Sensors and AquaCrop

K Kour, D Gupta, J Rashid, K Gupta, J Kim, K Han… - Agriculture, 2023 - mdpi.com
Saffron is a rare and valuable crop that is only cultivated in specific regions with suitable
topographical conditions. To improve saffron cultivation, it is crucial to monitor and precisely …

New Generation Sustainable Technologies for Soilless Vegetable Production

F Fuentes-Peñailillo, K Gutter, R Vega, GC Silva - Horticulturae, 2024 - mdpi.com
This review article conducts an in-depth analysis of the role of next-generation technologies
in soilless vegetable production, highlighting their groundbreaking potential to revolutionize …

A multi-model deep learning approach to address prediction imbalances in smart greenhouses

J Morales-García, F Terroso-Sáenz… - Computers and Electronics …, 2024 - Elsevier
The creation of smart greenhouses is playing a crucial role in paving the way toward
precision agriculture characterized by enhanced efficiency. Integral to these greenhouses …

Towards Spectrum Efficiency and Reliability For Heterogeneous Users in CR-enabled Social Internet of Things

M Tanveer, H Shin, M Ahmad, A Muthanna… - IEEE …, 2023 - ieeexplore.ieee.org
Cognitive radio enabled social internet of things (CR-SIoT) can potentially revolutionize the
existing networking paradigm by enabling heterogeneous IoT users to communicate socially …