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Mohieddine Jelali

3 papers indexed

crossrefMachine Learning and Knowledge Extraction2025-11-28Cited by 1

Time Series-to-Image Encoding for Classification Using Convolutional Neural Networks: A Novel and Robust Approach

Hammoud Al Joumaa, Loui Al-Shrouf, Mohieddine Jelali

In recent decades, data collection technologies have evolved to facilitate the monitoring and improvement of numerous activities and processes in everyday human life. Their evolution is propelled by the advancement of artificial intelligence (AI), which aims to emulate human inte…

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crossrefSustainability2024-07-26Cited by 8

Detection of Growth Stages of Chilli Plants in a Hydroponic Grower Using Machine Vision and YOLOv8 Deep Learning Algorithms

Florian Schneider, Jonas Swiatek, Mohieddine Jelali

Vertical indoor farming (VIF) with hydroponics offers a promising perspective for sustainable food production. Intelligent control of VIF system components plays a key role in reducing operating costs and increasing crop yields. Modern machine vision (MV) systems use deep learnin…

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crossrefApplied Sciences2023-11-27Cited by 10

A Comparative Study on Recent Progress of Machine Learning-Based Human Activity Recognition with Radar

Konstantinos Papadopoulos, Mohieddine Jelali

The importance of radar-based human activity recognition has increased significantly over the last two decades in safety and smart surveillance applications due to its superiority in vision-based sensing in the presence of poor environmental conditions like low illumination, incr…

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