Nour Aburaed

Nour Aburaed
University of Dubai · College of Engineering and IT

Master of Science
A research assistant at MBRSC Lab based at the University of Dubai, and a PhD student at the University of Strathclyde.

About

21
Publications
1,644
Reads
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54
Citations
Additional affiliations
June 2018 - present
University of Dubai
Position
  • Research Assistant
September 2016 - May 2018
Khalifa University
Position
  • Research Assistant
Education
October 2020 - October 2023
University of Strathclyde
Field of study
  • Electrical and Electronics Engineering
September 2014 - July 2016
Khalifa University
Field of study
  • Image Processing and Quantum Computing
September 2010 - August 2014
Khalifa University
Field of study
  • Computer Engineering

Publications

Publications (21)
Article
In this article, a detailed survey of the quantum approach to image processing is presented. Recently, it has been established that existing quantum algorithms are applicable to image processing tasks allowing quantum informational models of classical image processing. However, efforts continue in identifying the diversity of its applicability in v...
Conference Paper
Indoor Positioning System (IPS) has been an active research topic due to the variety of applications where it can be used, such as healthcare. The heterogeniey of indoor environments and obstructions impose challenges against developing robust IPS algorithms, making it an open research area. In this paper, Scale Conjugate Gradient (SCG) training al...
Conference Paper
Cameras allow capturing images in low light conditions by adjusting the level of their ISO setting. ISO, which stands for International Standards Organization, controls the sensitivity of a camera's sensor. A high-ISO value amplifies not only the image's signal but also the noise signal, giving both of them a high gain depending on the chosen ISO l...
Conference Paper
This paper proposes an algorithm for autonomous building detection in remote sensing images. The basis of the algorithm relies on the fact that each channel in RGB color space conveys different information. Furthermore, region properties and Principal Component Analysis (PCA) are used to distinguish between buildings and other regions in order to r...

Questions

Questions (2)
Question
Hello. I am trying to find practical implementations for image super resolution using unsupervised learning on MATLAB. So far I am only able to find generic examples like K-means for data classification and such, but I am specifically looking for image super resolution. Does anyone know any useful resources?
Thank you!
Question
Hello everyone. Can anyone recommend a publicly available SAR dataset for object detection (e.g. ships/planes)? Scene classification and/or semantic segmentation SAR datasets could be useful as well. I've been trying to search in Kaggle and Github but (surprisingly) haven't found anything useful so far.

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Cited By

Projects

Projects (2)
Project
The goal of the project is to locate the position of an AR Drone inside a building, which can help with several tasks including autonomous navigation.
Project
To detect and isolate buildings in DubaiSat-2 Satellite images. The algorithm should deliver high accuracy results without human intervention.