High-ISO image de-noising using burst filtering. - Nour Aburaed; Harish Bhaskar; Faisal Khan (MWSCAS, 2016)

Advances in the Quantum Theoretical Approach to Image Processing Applications. - Nour Aburaed; Faisal Shah Khan; Harish Bhaskar (ACM Comput. Surv., 2017)

Autonomous Building Detection Using Region Properties and PCA. - Nour Aburaed; Alavikunhu Panthakkan; Husameldin Mukhtar; Wathiq Mansoor; Saeed Al-Mansoori; Hussain Al-Ahmad (ICSPIS, 2018)

Spatio-temporal Analysis and Machine Learning for Traffic Accidents Prediction. - Diena Al Dogom; Nour Aburaed; Mina Al-Saad; Saeed Al-Mansoori (ICSPIS, 2019)

Photogrammetric Techniques and UAV for Drainage Pattern and Overflow Assessment in Mountainous Terrains - Hatta/UAE. - Saeed Al-Mansoori; Rami Al-Ruzouq; Diena Al Dogom; Meera Al Shamsi; Alya Al Mazzm; Nour Aburaed (IGARSS, 2019)

Scaled Conjugate Gradient Neural Network for Optimizing Indoor Positioning System. - Nour Aburaed; Shadi Atalla; Husameldin Mukhtar; Mina Al-Saad; Wathiq Mansoor (ISNCC, 2019)

Deep Convolutional Neural Network (DCNN) for Skin Cancer Classification. - Nour Aburaed; Alavikunhu Panthakkan; Mina Al-Saad; Saad Ali Amin; Wathiq Mansoor (ICECS, 2020)

Integrating Deep Learning with Active Contour Models in Remote Sensing Image Segmentation. - Marwa Chendeb El Rai; Nour Aburaed; Mina Al-Saad; Hussain Al-Ahmad; Saeed Al-Mansoori; Stephen Marshall (ICECS, 2020)

Skin Cancer Classification Model Based on VGG 19 and Transfer Learning. - Nour Aburaed; Alavikunhu Panthakkan; Mina Al-Saad; Saad Ali Amin; Wathiq Mansoor (ICSPIS, 2020)

A Hybrid Rexception Network for COVID-19 Classification from Chest X-Ray Images. - Nour Aburaed; Mina Al-Saad; Alavikunhu Panthakkan; Saeed Al-Mansoori; Hussain Al-Ahmad; Stephen Marshall (ICECS, 2021)

3D Expansion of SRCNN for Spatial Enhancement of Hyperspectral Remote Sensing Images. - Nour Aburaed; Mohammed Q. Alkhatib; Stephen Marshall; Jaime Zabalza; Hussain Al-Ahmad (ICSPIS, 2021)

Protection and Authentication of Dubai Digital Elevation Model using Hybrid Watermarking Technique. - Mina Al-Saad; Nour Aburaed; Alavikunhu Panthakkan; Saeed Al-Mansoori; Hussain Al-Ahmad (ICSPIS, 2021)

A Study on the Autonomous Detection of Impact Craters. - Nour Aburaed; Mina Al-Saad; Saeed Al-Mansoori; Hussain Al-Ahmad (ANNPR, 2022)

A Comparative Study of Loss Functions for Hyperspectral SISR. - Nour Aburaed; Mohammed Q. Alkhatib; Stephen Marshall; Jaime Zabalza; Hussain Al-Ahmad (EUSIPCO, 2022)

Dimensionality Reduction Techniques with Hydranet Framework for HSI Classification. - Mohammed Q. Alkhatib; Mina Al-Saad; Nour Aburaed; Saeed Al-Mansoori; Hussain Al-Ahmad (ICIP, 2022)

A Study on Deep Learning Approaches for Mars Weather Forecasting. - Mina Al-Saad; Nour Aburaed; Saeed Al-Mansoori; Wathiq Mansoor; Hussain Al-Ahmad (ICSPIS, 2022)

SISR of Hyperspectral Remote Sensing Imagery Using 3D Encoder-Decoder RUNet Architecture. - Nour Aburaed; Mohammed Q. Alkhatib; Stephen Marshall; Jaime Zabalza; Hussain Al-Ahmad (IGARSS, 2022)

Autonomous Palm Tree Detection from Remote Sensing Images - UAE Dataset. - Mina Al-Saad; Nour Aburaed; Saeed Al-Mansoori; Hussain Al-Ahmad (IGARSS, 2022)

Attention-Infused 3D-SRCNN for Hyperspectral Image Super Resolution. - Nour Aburaed; Mohammed Q. Alkhatib; Stephen Marshall; Jaime Zabalza; Hussain Al-Ahmad (EUSIPCO, 2023)

Bayesian Hybrid Loss for Hyperspectral SISR Using 3D Wide Residual CNN. - Nour Aburaed; Mohammed Q. Alkhatib; Stephen Marshall; Jaime Zabalza; Hussain Al-Ahmad (ICIP, 2023)

An Enhanced UNet Model to Detect Water Bodies From Remote Sensing Data. - Mina Al-Saad; Nour Aburaed; Mohammed Q. Alkhatib; Mohammad Sami Zitouni; Hussain Al-Ahmad (ICIT, 2023)

Hyperspectral Data Scarcity Problem from a Super Resolution Perspective: Data Augmentation Analysis and Scheme. - Nour Aburaed; Mohammed Q. Alkhatib; Stephen Marshall; Jaime Zabalza; Hussain Al-Ahmad (IGARSS, 2023)

A Robust Change Detection Methodology for Flood Events Using SAR Images. - Mina Al-Saad; Nour Aburaed; M. Sami Zitouni; Mohammed Q. Alkhatib; Saeed Al-Mansoori; Hussain Al-Ahmad (IGARSS, 2023)

PolSAR Image Classification Using Attention Based Shallow to Deep Convolutional Neural Network. - Mohammed Q. Alkhatib; Mina Al-Saad; Nour Aburaed; Mohammad Sami Zitouni; Hussain Al-Ahmad (IGARSS, 2023)

Machine Learning for Spatiotemporal Mapping and Monitoring of Mangroves and Shoreline Changes Along a Coastal Arid Region. - Diena Al Dogom; Basma M. M. Samour; Meera Al Shamsi; Saeed Al-Mansoori; Nour Aburaed; Mohammad Sami Zitouni (IGARSS, 2023)

Attention Based Dual-Branch Complex Feature Fusion Network for Hyperspectral Image Classification. - Mohammed Q. Alkhatib; Mina Al-Saad; Nour Aburaed; M. Sami Zitouni; Hussain Al-Ahmad (WHISPERS, 2023)

A Review of Spatial Enhancement of Hyperspectral Remote Sensing Imaging Techniques. - Nour Aburaed; Mohammed Q. Alkhatib; Stephen Marshall; Jaime Zabalza; Hussain Al-Ahmad (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Tri-CNN: A Three Branch Model for Hyperspectral Image Classification. - Mohammed Q. Alkhatib; Mina Al-Saad; Nour Aburaed; Saeed Al-Mansoori; Jaime Zabalza; Stephen Marshall; Hussain Al-Ahmad (Remote. Sens., 2023)

Multi-purpose Domain Adaptive Network for Unsupervised SAR Colorization. - Nour Aburaed; Mina Al-Saad; Marouane Tliba; Aladine Chetouani; Mohammed Q. Alkhatib; M. Sami Zitouni; Saeed Al-Mansoori; Hussain Al-Ahmad (EUSIPCO, 2024)

A Critical Examination of SAR Colorization Impact on Flood Mapping Accuracy. - Nour Aburaed; Mina Al-Saad; M. Sami Zitouni; Mohammed Q. Alkhatib; Saeed Al-Mansoori; Hussain Al-Ahmad (IGARSS, 2024)

A Comparative Analysis of Attention Mechanisms in 3D CNN-Based Hyperspectral Image Super-Resolution. - M. Sami Zitouni; Mohammed Q. Alkhatib; Nour Aburaed; Hussain Al-Ahmad (WHISPERS, 2024)

SDF2Net: Shallow to Deep Feature Fusion Network for PolSAR Image Classification. - Mohammed Q. Alkhatib; M. Sami Zitouni; Mina Al-Saad; Nour Aburaed; Hussain Al-Ahmad (CoRR, 2024)

Operational Neural Networks for Parameter-Efficient Hyperspectral Single-Image Super-Resolution. - Alexander Ulrichsen; Paul Murray; Stephen Marshall; Moncef Gabbouj; Serkan Kiranyaz; Mehmet Yamaç; Nour Aburaed (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Applications of knowledge distillation in remote sensing: A survey. - Yassine Himeur; Nour Aburaed; Omar Elharrouss; Iraklis Varlamis; Shadi Atalla; Wathiq Mansoor; Hussain Al-Ahmad (Inf. Fusion, 2025)

Modeling Beyond MOS: Quality Assessment Models Must Integrate Context, Reasoning, and Multimodality. - Mohamed Amine Kerkouri; Marouane Tliba; Aladine Chetouani; Nour Aburaed; Alessandro Bruno (CoRR, 2025)